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Key question for this study: Is it possible to predict when someone is likely to make over 50k?

Data Descriptions:

Variable Name Role Type Demographic Description Units Missing Values

  • age Feature Integer Age N/A no

  • workclass Feature Categorical Income Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked. yes

  • fnlwgt Feature Integer no

  • education Feature Categorical Education Level Bachelors, Some-college, 11th, HS-grad, Prof-school, Assoc-acdm, Assoc-voc, 9th, 7th-8th, 12th, Masters, 1st-4th, 10th, Doctorate, 5th-6th, Preschool. no

  • education-num Feature Integer Education Level no

  • marital-status Feature Categorical Other Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse. no

  • occupation Feature Categorical Other Tech-support, Craft-repair, Other-service, Sales, Exec-managerial, Prof-specialty, Handlers-cleaners, Machine-op-inspct, Adm-clerical, Farming-fishing, Transport-moving, Priv-house-serv, Protective-serv, Armed-Forces. yes

  • relationship Feature Categorical Other Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried. no

  • race Feature Categorical Race White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black. no

  • sex Feature Binary Sex Female, Male. no

  • capital-gain Feature Integer no

  • capital-loss Feature Integer no

  • hours-per-week Feature Integer no

  • native-country Feature Categorical Other [1] “” ” ?” ” Cambodia” ” Canada”
    [5] ” China” ” Columbia” ” Cuba” ” Dominican-Republic”
    [9] ” Ecuador” ” El-Salvador” ” England” ” France”
    [13] ” Germany” ” Greece” ” Guatemala” ” Haiti”
    [17] ” Holand-Netherlands” ” Honduras” ” Hong” ” Hungary”
    [21] ” India” ” Iran” ” Ireland” ” Italy”
    [25] ” Jamaica” ” Japan” ” Laos” ” Mexico”
    [29] ” Nicaragua” ” Outlying-US(Guam-USVI-etc)” ” Peru” ” Philippines”
    [33] ” Poland” ” Portugal” ” Puerto-Rico” ” Scotland”
    [37] ” South” ” Taiwan” ” Thailand” ” Trinadad&Tobago”
    [41] ” United-States” ” Vietnam” ” Yugoslavia” yes income Target Binary Income >50K, <=50K. no

Note: * fnlwgt (third column) - change to ‘similar_pop_count’ represents the number of subjects in the target population that the responding subject represents. * education_num - change to ‘years_eduction’ - count of total years in school * sex - changed to ‘gender’

##      age         workclass similar_pop_count education_level years_education
## 1     39         State-gov             77516       Bachelors              13
## 2     50  Self-emp-not-inc             83311       Bachelors              13
## 3     38           Private            215646         HS-grad               9
## 4     53           Private            234721            11th               7
## 5     28           Private            338409       Bachelors              13
## 6     37           Private            284582         Masters              14
## 7     49           Private            160187             9th               5
## 8     52  Self-emp-not-inc            209642         HS-grad               9
## 9     31           Private             45781         Masters              14
## 10    42           Private            159449       Bachelors              13
## 11    37           Private            280464    Some-college              10
## 12    30         State-gov            141297       Bachelors              13
## 13    23           Private            122272       Bachelors              13
## 14    32           Private            205019      Assoc-acdm              12
## 15    40           Private            121772       Assoc-voc              11
## 16    34           Private            245487         7th-8th               4
## 17    25  Self-emp-not-inc            176756         HS-grad               9
## 18    32           Private            186824         HS-grad               9
## 19    38           Private             28887            11th               7
## 20    43  Self-emp-not-inc            292175         Masters              14
## 21    40           Private            193524       Doctorate              16
## 22    54           Private            302146         HS-grad               9
## 23    35       Federal-gov             76845             9th               5
## 24    43           Private            117037            11th               7
## 25    59           Private            109015         HS-grad               9
## 26    56         Local-gov            216851       Bachelors              13
## 27    19           Private            168294         HS-grad               9
## 28    54                 ?            180211    Some-college              10
## 29    39           Private            367260         HS-grad               9
## 30    49           Private            193366         HS-grad               9
## 31    23         Local-gov            190709      Assoc-acdm              12
## 32    20           Private            266015    Some-college              10
## 33    45           Private            386940       Bachelors              13
## 34    30       Federal-gov             59951    Some-college              10
## 35    22         State-gov            311512    Some-college              10
## 36    48           Private            242406            11th               7
## 37    21           Private            197200    Some-college              10
## 38    19           Private            544091         HS-grad               9
## 39    31           Private             84154    Some-college              10
## 40    48  Self-emp-not-inc            265477      Assoc-acdm              12
## 41    31           Private            507875             9th               5
## 42    53  Self-emp-not-inc             88506       Bachelors              13
## 43    24           Private            172987       Bachelors              13
## 44    49           Private             94638         HS-grad               9
## 45    25           Private            289980         HS-grad               9
## 46    57       Federal-gov            337895       Bachelors              13
## 47    53           Private            144361         HS-grad               9
## 48    44           Private            128354         Masters              14
## 49    41         State-gov            101603       Assoc-voc              11
## 50    29           Private            271466       Assoc-voc              11
## 51    25           Private             32275    Some-college              10
## 52    18           Private            226956         HS-grad               9
## 53    47           Private             51835     Prof-school              15
## 54    50       Federal-gov            251585       Bachelors              13
## 55    47      Self-emp-inc            109832         HS-grad               9
## 56    43           Private            237993    Some-college              10
## 57    46           Private            216666         5th-6th               3
## 58    35           Private             56352       Assoc-voc              11
## 59    41           Private            147372         HS-grad               9
## 60    30           Private            188146         HS-grad               9
## 61    30           Private             59496       Bachelors              13
## 62    32                 ?            293936         7th-8th               4
## 63    48           Private            149640         HS-grad               9
## 64    42           Private            116632       Doctorate              16
## 65    29           Private            105598    Some-college              10
## 66    36           Private            155537         HS-grad               9
## 67    28           Private            183175    Some-college              10
## 68    53           Private            169846         HS-grad               9
## 69    49      Self-emp-inc            191681    Some-college              10
## 70    25                 ?            200681    Some-college              10
## 71    19           Private            101509    Some-college              10
## 72    31           Private            309974       Bachelors              13
## 73    29  Self-emp-not-inc            162298       Bachelors              13
## 74    23           Private            211678    Some-college              10
## 75    79           Private            124744    Some-college              10
## 76    27           Private            213921         HS-grad               9
## 77    40           Private             32214      Assoc-acdm              12
## 78    67                 ?            212759            10th               6
## 79    18           Private            309634            11th               7
## 80    31         Local-gov            125927         7th-8th               4
## 81    18           Private            446839         HS-grad               9
## 82    52           Private            276515       Bachelors              13
## 83    46           Private             51618         HS-grad               9
## 84    59           Private            159937         HS-grad               9
## 85    44           Private            343591         HS-grad               9
## 86    53           Private            346253         HS-grad               9
## 87    49         Local-gov            268234         HS-grad               9
## 88    33           Private            202051         Masters              14
## 89    30           Private             54334             9th               5
## 90    43       Federal-gov            410867       Doctorate              16
## 91    57           Private            249977       Assoc-voc              11
## 92    37           Private            286730    Some-college              10
## 93    28           Private            212563    Some-college              10
## 94    30           Private            117747         HS-grad               9
## 95    34         Local-gov            226296       Bachelors              13
## 96    29         Local-gov            115585    Some-college              10
## 97    48  Self-emp-not-inc            191277       Doctorate              16
## 98    37           Private            202683    Some-college              10
## 99    48           Private            171095      Assoc-acdm              12
## 100   32       Federal-gov            249409         HS-grad               9
## 101   76           Private            124191         Masters              14
## 102   44           Private            198282       Bachelors              13
## 103   47  Self-emp-not-inc            149116         Masters              14
## 104   20           Private            188300    Some-college              10
## 105   29           Private            103432         HS-grad               9
## 106   32      Self-emp-inc            317660         HS-grad               9
## 107   17                 ?            304873            10th               6
## 108   30           Private            194901            11th               7
## 109   31         Local-gov            189265         HS-grad               9
## 110   42           Private            124692         HS-grad               9
## 111   24           Private            432376       Bachelors              13
## 112   38           Private             65324     Prof-school              15
## 113   56  Self-emp-not-inc            335605         HS-grad               9
## 114   28           Private            377869    Some-college              10
## 115   36           Private            102864         HS-grad               9
## 116   53           Private             95647             9th               5
## 117   56      Self-emp-inc            303090    Some-college              10
## 118   49         Local-gov            197371       Assoc-voc              11
## 119   55           Private            247552    Some-college              10
## 120   22           Private            102632         HS-grad               9
## 121   21           Private            199915    Some-college              10
## 122   40           Private            118853       Bachelors              13
## 123   30           Private             77143       Bachelors              13
## 124   29         State-gov            267989       Bachelors              13
## 125   19           Private            301606    Some-college              10
## 126   47           Private            287828       Bachelors              13
## 127   20           Private            111697    Some-college              10
## 128   31           Private            114937      Assoc-acdm              12
## 129   35                 ?            129305         HS-grad               9
## 130   39           Private            365739    Some-college              10
## 131   28           Private             69621      Assoc-acdm              12
## 132   24           Private             43323         HS-grad               9
## 133   38  Self-emp-not-inc            120985         HS-grad               9
## 134   37           Private            254202       Bachelors              13
## 135   46           Private            146195      Assoc-acdm              12
## 136   38       Federal-gov            125933         Masters              14
## 137   43  Self-emp-not-inc             56920         HS-grad               9
## 138   27           Private            163127       Assoc-voc              11
## 139   20           Private             34310    Some-college              10
## 140   49           Private             81973    Some-college              10
## 141   61      Self-emp-inc             66614         HS-grad               9
## 142   27           Private            232782    Some-college              10
## 143   19           Private            316868    Some-college              10
## 144   45           Private            196584       Assoc-voc              11
## 145   70           Private            105376    Some-college              10
## 146   31           Private            185814         HS-grad               9
## 147   22           Private            175374    Some-college              10
## 148   36           Private            108293         HS-grad               9
## 149   64           Private            181232            11th               7
## 150   43                 ?            174662    Some-college              10
## 151   47         Local-gov            186009    Some-college              10
## 152   34           Private            198183         HS-grad               9
## 153   33           Private            163003       Bachelors              13
## 154   21           Private            296158         HS-grad               9
## 155   52                 ?            252903         HS-grad               9
## 156   48           Private            187715         HS-grad               9
## 157   23           Private            214542       Bachelors              13
## 158   71  Self-emp-not-inc            494223    Some-college              10
## 159   29           Private            191535         HS-grad               9
## 160   42           Private            228456       Bachelors              13
## 161   68                 ?             38317         1st-4th               2
## 162   25           Private            252752         HS-grad               9
## 163   44      Self-emp-inc             78374         Masters              14
## 164   28           Private             88419         HS-grad               9
## 165   45  Self-emp-not-inc            201080         Masters              14
## 166   36           Private            207157    Some-college              10
## 167   39       Federal-gov            235485      Assoc-acdm              12
## 168   46         State-gov            102628         Masters              14
## 169   18           Private             25828            11th               7
## 170   66         Local-gov             54826       Assoc-voc              11
## 171   27           Private            124953         HS-grad               9
## 172   28         State-gov            175325         HS-grad               9
## 173   51           Private             96062    Some-college              10
## 174   27           Private            428030       Bachelors              13
## 175   28         State-gov            149624       Bachelors              13
## 176   27           Private            253814         HS-grad               9
## 177   21           Private            312956         HS-grad               9
## 178   34           Private            483777         HS-grad               9
## 179   18           Private            183930         HS-grad               9
## 180   33           Private             37274       Bachelors              13
## 181   44         Local-gov            181344    Some-college              10
## 182   43           Private            114580    Some-college              10
## 183   30           Private            633742    Some-college              10
## 184   40           Private            286370         7th-8th               4
## 185   37       Federal-gov             29054    Some-college              10
## 186   34           Private            304030         HS-grad               9
## 187   41  Self-emp-not-inc            143129       Bachelors              13
## 188   53                 ?            135105       Bachelors              13
## 189   31           Private             99928         Masters              14
## 190   58         State-gov            109567       Doctorate              16
## 191   38           Private            155222    Some-college              10
## 192   24           Private            159567    Some-college              10
## 193   41         Local-gov            523910       Bachelors              13
## 194   47           Private            120939    Some-college              10
## 195   41       Federal-gov            130760       Bachelors              13
## 196   23           Private            197387         5th-6th               3
## 197   36           Private             99374    Some-college              10
## 198   40       Federal-gov             56795         Masters              14
## 199   35           Private            138992         Masters              14
## 200   24  Self-emp-not-inc             32921         HS-grad               9
## 201   26           Private            397317         Masters              14
## 202   19                 ?            170653         HS-grad               9
## 203   51           Private            259323       Bachelors              13
## 204   42         Local-gov            254817    Some-college              10
## 205   37         State-gov             48211         HS-grad               9
## 206   18           Private            140164            11th               7
## 207   36           Private            128757       Bachelors              13
## 208   35           Private             36270         HS-grad               9
## 209   58      Self-emp-inc            210563         HS-grad               9
## 210   17           Private             65368            11th               7
## 211   44         Local-gov            160943         HS-grad               9
## 212   37           Private            208358         HS-grad               9
## 213   35           Private            153790    Some-college              10
## 214   60           Private             85815         HS-grad               9
## 215   54      Self-emp-inc            125417         7th-8th               4
## 216   37           Private            635913       Bachelors              13
## 217   50           Private            313321      Assoc-acdm              12
## 218   38           Private            182609       Bachelors              13
## 219   45           Private            109434       Bachelors              13
## 220   25           Private            255004            10th               6
## 221   31           Private            197860    Some-college              10
## 222   64                 ?            187656         1st-4th               2
## 223   90           Private             51744         HS-grad               9
## 224   54           Private            176681         HS-grad               9
## 225   53         Local-gov            140359       Preschool               1
## 226   18           Private            243313         HS-grad               9
## 227   60                 ?             24215            10th               6
## 228   66  Self-emp-not-inc            167687         HS-grad               9
## 229   75           Private            314209       Assoc-voc              11
## 230   65           Private            176796         HS-grad               9
## 231   35           Private            538583            11th               7
## 232   41           Private            130408         HS-grad               9
## 233   25           Private            159732    Some-college              10
## 234   33           Private            110978    Some-college              10
## 235   28           Private             76714     Prof-school              15
## 236   59         State-gov            268700         HS-grad               9
## 237   40         State-gov            170525    Some-college              10
## 238   41           Private            180138       Bachelors              13
## 239   38         Local-gov            115076         Masters              14
## 240   23           Private            115458         HS-grad               9
## 241   40           Private            347890       Bachelors              13
## 242   41  Self-emp-not-inc            196001         HS-grad               9
## 243   24         State-gov            273905      Assoc-acdm              12
## 244   20                 ?            119156    Some-college              10
## 245   38           Private            179488    Some-college              10
## 246   56           Private            203580         HS-grad               9
## 247   58           Private            236596         HS-grad               9
## 248   32           Private            183916         HS-grad               9
## 249   40           Private            207578      Assoc-acdm              12
## 250   45           Private            153141         HS-grad               9
## 251   41           Private            112763     Prof-school              15
## 252   42           Private            390781       Bachelors              13
## 253   59         Local-gov            171328            10th               6
## 254   19         Local-gov             27382    Some-college              10
## 255   58           Private            259014    Some-college              10
## 256   42  Self-emp-not-inc            303044         HS-grad               9
## 257   20           Private            117789         HS-grad               9
## 258   32           Private            172579         HS-grad               9
## 259   45           Private            187666       Assoc-voc              11
## 260   50           Private            204518         7th-8th               4
## 261   36           Private            150042       Bachelors              13
## 262   45           Private             98092         HS-grad               9
## 263   17           Private            245918            11th               7
## 264   59           Private            146013    Some-college              10
## 265   26           Private            378322            11th               7
## 266   37      Self-emp-inc            257295    Some-college              10
## 267   19                 ?            218956    Some-college              10
## 268   64           Private             21174         HS-grad               9
## 269   33           Private            185480       Bachelors              13
## 270   33           Private            222205         HS-grad               9
## 271   61           Private             69867         HS-grad               9
## 272   17           Private            191260             9th               5
## 273   50  Self-emp-not-inc             30653         Masters              14
## 274   27         Local-gov            209109         Masters              14
## 275   30           Private             70377         HS-grad               9
## 276   43           Private            477983         HS-grad               9
## 277   44           Private            170924    Some-college              10
## 278   35           Private            190174    Some-college              10
## 279   25           Private            193787    Some-college              10
## 280   24           Private            279472    Some-college              10
## 281   22           Private             34918       Bachelors              13
## 282   42         Local-gov             97688    Some-college              10
## 283   34           Private            175413      Assoc-acdm              12
## 284   60           Private            173960       Bachelors              13
## 285   21           Private            205759         HS-grad               9
## 286   57       Federal-gov            425161         Masters              14
## 287   41           Private            220531     Prof-school              15
## 288   50           Private            176609    Some-college              10
## 289   25           Private            371987       Bachelors              13
## 290   50           Private            193884         7th-8th               4
## 291   36           Private            200352       Bachelors              13
## 292   31           Private            127595         HS-grad               9
## 293   29         Local-gov            220419       Bachelors              13
## 294   21           Private            231931    Some-college              10
## 295   27           Private            248402       Bachelors              13
## 296   65           Private            111095         HS-grad               9
## 297   37      Self-emp-inc             57424       Bachelors              13
## 298   39                 ?            157443         Masters              14
## 299   24           Private            278130         HS-grad               9
## 300   38           Private            169469         HS-grad               9
## 301   48           Private            146268       Bachelors              13
## 302   21           Private            153718    Some-college              10
## 303   31           Private            217460         HS-grad               9
## 304   55           Private            238638         HS-grad               9
## 305   24           Private            303296    Some-college              10
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## 307   26           Private            193945      Assoc-acdm              12
## 308   46           Private             83082      Assoc-acdm              12
## 309   35           Private            193815      Assoc-acdm              12
## 310   41      Self-emp-inc             34987    Some-college              10
## 311   26           Private             59306       Bachelors              13
## 312   34           Private            142897         Masters              14
## 313   19                 ?            860348    Some-college              10
## 314   36  Self-emp-not-inc            205607       Bachelors              13
## 315   22           Private            199698    Some-college              10
## 316   24           Private            191954    Some-college              10
## 317   77  Self-emp-not-inc            138714    Some-college              10
## 318   22           Private            399087         5th-6th               3
## 319   29           Private            423158    Some-college              10
## 320   62           Private            159841         HS-grad               9
## 321   39  Self-emp-not-inc            174308         HS-grad               9
## 322   43           Private             50356    Some-college              10
## 323   35           Private            186110         HS-grad               9
## 324   29           Private            200381            11th               7
## 325   76  Self-emp-not-inc            174309         Masters              14
## 326   63  Self-emp-not-inc             78383         HS-grad               9
## 327   23                 ?            211601       Assoc-voc              11
## 328   43           Private            187728    Some-college              10
## 329   58  Self-emp-not-inc            321171         HS-grad               9
## 330   66           Private            127921         HS-grad               9
## 331   41           Private            206565    Some-college              10
## 332   26           Private            224563       Bachelors              13
## 333   47           Private            178686       Assoc-voc              11
## 334   55         Local-gov             98545            10th               6
## 335   53           Private            242606         HS-grad               9
## 336   17           Private            270942         5th-6th               3
## 337   30           Private             94235         HS-grad               9
## 338   49           Private             71195         Masters              14
## 339   19           Private            104112         HS-grad               9
## 340   45           Private            261192         HS-grad               9
## 341   26           Private             94936      Assoc-acdm              12
## 342   38           Private            296478       Assoc-voc              11
## 343   36         State-gov            119272         HS-grad               9
## 344   33           Private             85043         HS-grad               9
## 345   22         State-gov            293364    Some-college              10
## 346   43  Self-emp-not-inc            241895       Bachelors              13
## 347   67                 ?             36135            11th               7
## 348   30                 ?            151989       Assoc-voc              11
## 349   56           Private            101128      Assoc-acdm              12
## 350   31           Private            156464       Bachelors              13
## 351   33           Private            117963       Bachelors              13
## 352   26           Private            192262         HS-grad               9
## 353   33           Private            111363       Bachelors              13
## 354   46         Local-gov            329752            11th               7
## 355   59                 ?            372020       Bachelors              13
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## 1512  30  Self-emp-not-inc            167990       Assoc-voc              11
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## 1569  43         Local-gov            160574       Bachelors              13
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## 1575  49                 ?            261059            10th               6
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## 1592  26         Local-gov             46097       Bachelors              13
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## 1595  38  Self-emp-not-inc            322143       Bachelors              13
## 1596  33           Private            149184         HS-grad               9
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## 1610  50           Private             21095    Some-college              10
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## 1614  54           Private             53833         HS-grad               9
## 1615  26           Private            161007       Bachelors              13
## 1616  60           Private             53707         HS-grad               9
## 1617  46           Private            370119     Prof-school              15
## 1618  26           Private            310907    Some-college              10
## 1619  32           Private            375833            11th               7
## 1620  38         Local-gov            107513         HS-grad               9
## 1621  48  Self-emp-not-inc             58683    Some-college              10
## 1622  44  Self-emp-not-inc            179557         HS-grad               9
## 1623  37           Private             70240         HS-grad               9
## 1624  44           Private            147206    Some-college              10
## 1625  31           Private            175548         HS-grad               9
## 1626  61  Self-emp-not-inc            163174     Prof-school              15
## 1627  51           Private            126010         HS-grad               9
## 1628  52           Private            147876       Bachelors              13
## 1629  45           Private            428350         HS-grad               9
## 1630  36                 ?            200904      Assoc-acdm              12
## 1631  39           Private            328466            11th               7
## 1632  67         Local-gov            258973         HS-grad               9
## 1633  40         State-gov            345969      Assoc-acdm              12
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## 1635  37           Private            405723         1st-4th               2
## 1636  57           Private            175942    Some-college              10
## 1637  27           Private            284196            10th               6
## 1638  28           Private             89718         HS-grad               9
## 1639  34      Self-emp-inc            175761       Bachelors              13
## 1640  54           Private            206369         HS-grad               9
## 1641  52           Private            158993         HS-grad               9
## 1642  42           Private            285066       Bachelors              13
## 1643  48           Private            126754         Masters              14
## 1644  65         State-gov            209280         Masters              14
## 1645  55  Self-emp-not-inc             52888     Prof-school              15
## 1646  71      Self-emp-inc            133821         HS-grad               9
## 1647  33           Private            240763    Some-college              10
## 1648  30           Private             39054         HS-grad               9
## 1649  35           Private            119272       Bachelors              13
## 1650  59           Private            143372            10th               6
## 1651  19           Private            323421    Some-college              10
## 1652  36  Self-emp-not-inc            136028             9th               5
## 1653  26  Self-emp-not-inc            163189         HS-grad               9
## 1654  34         Local-gov            202729         HS-grad               9
## 1655  41           Private            421871         HS-grad               9
## 1656  44           Private            120277       Bachelors              13
## 1657  26                 ?            211798         HS-grad               9
## 1658  47           Private            198901         HS-grad               9
## 1659  18           Private            214617    Some-college              10
## 1660  55  Self-emp-not-inc            179715            10th               6
## 1661  49         Local-gov            107231         HS-grad               9
## 1662  44           Private            110355       Bachelors              13
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## 1664  62           Private            273454         7th-8th               4
## 1665  44           Private            443040         HS-grad               9
## 1666  39                 ?             71701         HS-grad               9
## 1667  50      Self-emp-inc            160151    Some-college              10
## 1668  35           Private            107991            11th               7
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## 1670  46           Private             99835     Prof-school              15
## 1671  44           Private             43711      Assoc-acdm              12
## 1672  43           Private             83756    Some-college              10
## 1673  51           Private            120914         7th-8th               4
## 1674  20           Private            180052    Some-college              10
## 1675  47           Private            170846      Assoc-acdm              12
## 1676  43           Private             37937         Masters              14
## 1677  64                 ?            168340         HS-grad               9
## 1678  24           Private             38455    Some-college              10
## 1679  27       Federal-gov            128059    Some-college              10
## 1680  32           Private            420895         HS-grad               9
## 1681  37           Private            166744         HS-grad               9
## 1682  26           Private            238768         HS-grad               9
## 1683  43           Private            176270       Bachelors              13
## 1684  50           Private            140592         HS-grad               9
## 1685  20  Self-emp-not-inc            211466         HS-grad               9
## 1686  37           Private            188540         HS-grad               9
## 1687  43           Private             39581         HS-grad               9
## 1688  37           Private            171150         HS-grad               9
## 1689  53           Private            117496             9th               5
## 1690  44           Private            145160       Doctorate              16
## 1691  25           Private             28520         HS-grad               9
## 1692  17           Private            103851            11th               7
## 1693  19           Private            375077         HS-grad               9
## 1694  53         State-gov            281590         HS-grad               9
## 1695  44           Private            151504    Some-college              10
## 1696  51           Private            415287         HS-grad               9
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## 1698  35           Private            123606    Some-college              10
## 1699  44           Private            202565         HS-grad               9
## 1700  54           Private            177927         Masters              14
## 1701  37           Private            256723    Some-college              10
## 1702  18           Private             46247    Some-college              10
## 1703  24           Private            266926    Some-college              10
## 1704  29           Private            112031         HS-grad               9
## 1705  22                 ?            376277    Some-college              10
## 1706  35           Private            168817         HS-grad               9
## 1707  56           Private            187487         HS-grad               9
## 1708  32                 ?            158784         7th-8th               4
## 1709  24           Private             67222       Bachelors              13
## 1710  43           Private            201723         Masters              14
## 1711  73           Private            267408         HS-grad               9
## 1712  47       Federal-gov            168191    Some-college              10
## 1713  49           Private            105444            12th               8
## 1714  38           Private            156728       Bachelors              13
## 1715  31           Private            148600         HS-grad               9
## 1716  39           Private             19914    Some-college              10
## 1717  42           Private            190767       Bachelors              13
## 1718  41           Private            233955         Masters              14
## 1719  35           Private             30381       Bachelors              13
## 1720  38           Private            187069         HS-grad               9
## 1721  31           Private            367314         HS-grad               9
## 1722  51         Local-gov            101119         HS-grad               9
## 1723  38           Private             86551       Bachelors              13
## 1724  40         Local-gov            218995    Some-college              10
## 1725  21           Private             57711         HS-grad               9
## 1726  44           Private            303521    Some-college              10
## 1727  55           Private            199067         HS-grad               9
## 1728  29           Private            247445         HS-grad               9
## 1729  49           Private            186078         Masters              14
## 1730  31           Private             77634       Assoc-voc              11
## 1731  24           Private            180060         Masters              14
## 1732  46           Private             56482    Some-college              10
## 1733  26           Private            314177         HS-grad               9
## 1734  35           Private            239755       Bachelors              13
## 1735  27           Private            377680       Assoc-voc              11
## 1736  64  Self-emp-not-inc            134960       Bachelors              13
## 1737  26           Private            294493       Bachelors              13
## 1738  21           Private             32616         HS-grad               9
## 1739  45           Private            182655       Bachelors              13
## 1740  57         Local-gov             52267         HS-grad               9
## 1741  30           Private            117963       Bachelors              13
## 1742  45           Private             98881            11th               7
## 1743  50           Private            196963         7th-8th               4
## 1744  38           Private            166988       Bachelors              13
## 1745  43  Self-emp-not-inc            193459    Some-college              10
## 1746  42           Private            182342    Some-college              10
## 1747  32           Private            496743       Bachelors              13
## 1748  20           Private            154781         HS-grad               9
## 1749  27           Private            219371         HS-grad               9
## 1750  45           Private             99179            11th               7
## 1751  40           Private            224910         HS-grad               9
## 1752  38           Private            304651         HS-grad               9
## 1753  37           Private            349689         HS-grad               9
## 1754  60           Private            106850            10th               6
## 1755  53  Self-emp-not-inc            196328         HS-grad               9
## 1756  25           Private            169323       Bachelors              13
## 1757  47  Self-emp-not-inc            162924       Bachelors              13
## 1758  40  Self-emp-not-inc             34037         HS-grad               9
## 1759  51                 ?            167651         HS-grad               9
## 1760  19           Private            197384    Some-college              10
## 1761  42           Private            251795    Some-college              10
## 1762  65                 ?            266081         HS-grad               9
## 1763  41           Private            165309       Bachelors              13
## 1764  28           Private            215873            10th               6
## 1765  46           Private            133938         Masters              14
## 1766  49           Private            159816       Bachelors              13
## 1767  24           Private            228424         HS-grad               9
## 1768  32           Private            195576            11th               7
## 1769  71           Private            105200         HS-grad               9
## 1770  26           Private            167350    Some-college              10
## 1771  29           Private             52199         HS-grad               9
## 1772  50           Private            171338    Some-college              10
## 1773  51           Private            120173       Assoc-voc              11
## 1774  17                 ?            158762            10th               6
## 1775  49           Private            169818         HS-grad               9
## 1776  31           Private            288419            10th               6
## 1777  23           Private            207546            11th               7
## 1778  59         Local-gov            147707         HS-grad               9
## 1779  17                 ?            228373            10th               6
## 1780  43           Private            193882    Some-college              10
## 1781  38           Private             31033       Bachelors              13
## 1782  37           Private            272950         HS-grad               9
## 1783  29           Private            183523            10th               6
## 1784  39           Private            238415       Bachelors              13
## 1785  31           Private             19302      Assoc-acdm              12
## 1786  42         Local-gov            339671       Bachelors              13
## 1787  35         Local-gov            103260         Masters              14
## 1788  39           Private             79331         Masters              14
## 1789  40           Private            135056      Assoc-acdm              12
## 1790  66           Private            142723         5th-6th               3
## 1791  30       Federal-gov            188569             9th               5
## 1792  43           Private             57322      Assoc-acdm              12
## 1793  47           Private            178309             9th               5
## 1794  45           Private            166107         Masters              14
## 1795  31           Private             53042    Some-college              10
## 1796  33           Private            155343         HS-grad               9
## 1797  32           Private             35595       Bachelors              13
## 1798  28           Private            429507      Assoc-acdm              12
## 1799  50       Federal-gov            159670         HS-grad               9
## 1800  63           Private            151210         7th-8th               4
## 1801  28           Private            186792       Bachelors              13
## 1802  38           Private            204640    Some-college              10
## 1803  52           Private             87205         HS-grad               9
## 1804  38      Self-emp-inc            112847     Prof-school              15
## 1805  41           Private            107306         HS-grad               9
## 1806  50         State-gov            211319         Masters              14
## 1807  59           Private            183606            11th               7
## 1808  32           Private            205390         HS-grad               9
## 1809  73         Local-gov            232871         7th-8th               4
## 1810  52      Self-emp-inc            101017         HS-grad               9
## 1811  57           Private            114495         HS-grad               9
## 1812  35           Private            183898       Assoc-voc              11
## 1813  51           Private            163921       Bachelors              13
## 1814  22           Private            311764            11th               7
## 1815  49           Private            188330         HS-grad               9
## 1816  22           Private            267174         HS-grad               9
## 1817  46         Local-gov             36228         HS-grad               9
## 1818  48           Private            199739         HS-grad               9
## 1819  52           Private            185407         HS-grad               9
## 1820  43         State-gov            206139       Bachelors              13
## 1821  25           Private            282063         7th-8th               4
## 1822  31           Private            332379         7th-8th               4
## 1823  19           Private            418324    Some-college              10
## 1824  19                 ?            263338    Some-college              10
## 1825  51           Private            158948         HS-grad               9
## 1826  51           Private            221532       Bachelors              13
## 1827  22  Self-emp-not-inc            202920         HS-grad               9
## 1828  37         Local-gov            118909         HS-grad               9
## 1829  19           Private            286469    Some-college              10
## 1830  45           Private            191914         HS-grad               9
## 1831  21         State-gov            142766    Some-college              10
## 1832  52           Private            198744         HS-grad               9
## 1833  46         Local-gov            272780    Some-college              10
## 1834  42         State-gov            219553         Masters              14
## 1835  56           Private            261232         HS-grad               9
## 1836  23           Private             64292         HS-grad               9
## 1837  58           Private            312131         Masters              14
## 1838  70           Private             30713         HS-grad               9
## 1839  30           Private            246439    Some-college              10
## 1840  45           Private            338105       Bachelors              13
## 1841  23           Private            228243    Some-college              10
## 1842  34         Local-gov             62463    Some-college              10
## 1843  38           Private             31603       Bachelors              13
## 1844  24           Private            165054       Assoc-voc              11
## 1845  53           Private            121618         7th-8th               4
## 1846  45       Federal-gov            273194         HS-grad               9
## 1847  21                 ?            163665    Some-college              10
## 1848  21           Private            538319    Some-college              10
## 1849  34           Private            238246       Bachelors              13
## 1850  32      Self-emp-inc            244665         HS-grad               9
## 1851  21           Private            131811         HS-grad               9
## 1852  63                 ?            231777         Masters              14
## 1853  23           Private            156807             9th               5
## 1854  28           Private            236861       Bachelors              13
## 1855  29  Self-emp-not-inc            229842         HS-grad               9
## 1856  25         Local-gov            190057       Bachelors              13
## 1857  44         State-gov             55076         Masters              14
## 1858  18           Private            152545         HS-grad               9
## 1859  26           Private            153434         HS-grad               9
## 1860  47         Local-gov            171095      Assoc-acdm              12
## 1861  23           Private            239322         HS-grad               9
## 1862  46           Private            138999    Some-college              10
## 1863  61         Local-gov             95450       Bachelors              13
## 1864  25           Private            176520         HS-grad               9
## 1865  38         Local-gov             72338         HS-grad               9
## 1866  60                 ?            386261       Bachelors              13
## 1867  23           Private            235722    Some-college              10
## 1868  36       Federal-gov            128884         HS-grad               9
## 1869  46           Private            187226             9th               5
## 1870  32  Self-emp-not-inc            298332       Bachelors              13
## 1871  40           Private            173607            10th               6
## 1872  31           Private            226756         HS-grad               9
## 1873  31           Private            157887    Some-college              10
## 1874  32         State-gov            171111       Bachelors              13
## 1875  21           Private            126314    Some-college              10
## 1876  63           Private            174018    Some-college              10
## 1877  44           Private            144778    Some-college              10
## 1878  42  Self-emp-not-inc            201522       Bachelors              13
## 1879  23                 ?             22966       Bachelors              13
## 1880  30           Private            399088    Some-college              10
## 1881  24           Private            282202         HS-grad               9
## 1882  42           Private            102606       Bachelors              13
## 1883  44  Self-emp-not-inc            246862         HS-grad               9
## 1884  27       Federal-gov            508336       Bachelors              13
## 1885  27         Local-gov            263431    Some-college              10
## 1886  22           Private            235733         HS-grad               9
## 1887  68           Private            107910         HS-grad               9
## 1888  55  Self-emp-not-inc            184425    Some-college              10
## 1889  22  Self-emp-not-inc            143062         HS-grad               9
## 1890  25           Private            199545    Some-college              10
## 1891  68  Self-emp-not-inc            197015         HS-grad               9
## 1892  62           Private            149617    Some-college              10
## 1893  26           Private             33610         HS-grad               9
## 1894  34           Private            192002         Masters              14
## 1895  68           Private             67791    Some-college              10
## 1896  42         Local-gov            445382       Bachelors              13
## 1897  45           Private            112283       Bachelors              13
## 1898  26           Private            157249            11th               7
## 1899  25           Private            109872         HS-grad               9
## 1900  23           Private            119838       Bachelors              13
## 1901  29           Private            149943    Some-college              10
## 1902  65       Without-pay             27012         7th-8th               4
## 1903  31           Private             91666         HS-grad               9
## 1904  26           Private            270276         HS-grad               9
## 1905  39           Private            179271    Some-college              10
## 1906  44           Private            161819         HS-grad               9
## 1907  45         Local-gov            339681         Masters              14
## 1908  26  Self-emp-not-inc            219897         Masters              14
## 1909  26           Private             91683            10th               6
## 1910  36           Private            188834             9th               5
## 1911  38           Private            187046            11th               7
## 1912  39           Private            191807         HS-grad               9
## 1913  52      Self-emp-inc            179951     Prof-school              15
## 1914  39           Private            324420         1st-4th               2
## 1915  41  Self-emp-not-inc             66632    Some-college              10
## 1916  42         Local-gov            121718         Masters              14
## 1917  47           Private            162034       Bachelors              13
## 1918  28         Local-gov            218990       Assoc-voc              11
## 1919  25         Local-gov            125863       Bachelors              13
## 1920  35           Private            225330       Bachelors              13
## 1921  32           Private            120426         HS-grad               9
## 1922  38           Private            119741         Masters              14
## 1923  44           Private             32000    Some-college              10
## 1924  21                 ?            124242    Some-college              10
## 1925  27           Private            278581       Bachelors              13
## 1926  30           Private            230224       Bachelors              13
## 1927  30           Private            204374       Bachelors              13
## 1928  45           Private            188386         HS-grad               9
## 1929  20           Private            164922         HS-grad               9
## 1930  57           Private            195176         Masters              14
## 1931  43           Private            166740    Some-college              10
## 1932  50                 ?            156008            11th               7
## 1933  28           Private            162551         7th-8th               4
## 1934  25           Private            211231         HS-grad               9
## 1935  25           Private            169990         HS-grad               9
## 1936  90           Private            221832       Bachelors              13
## 1937  38         Local-gov            255454       Bachelors              13
## 1938  35           Private             28160       Bachelors              13
## 1939  50         State-gov            159219       Bachelors              13
## 1940  26         Local-gov            103148         HS-grad               9
## 1941  39           Private            165186    Some-college              10
## 1942  56           Private             31782            10th               6
## 1943  24         Local-gov            249101         HS-grad               9
## 1944  46           Private            243190         HS-grad               9
## 1945  18         Local-gov            153405            11th               7
## 1946  37           Private            329980         Masters              14
## 1947  57           Private            176079         Masters              14
## 1948  43         State-gov            218542         HS-grad               9
## 1949  29         State-gov            303446       Bachelors              13
## 1950  40           Private            102606         Masters              14
## 1951  44  Self-emp-not-inc            483201       Bachelors              13
## 1952  77         Local-gov            144608         HS-grad               9
## 1953  30           Private            226013       Bachelors              13
## 1954  21           Private            165475         HS-grad               9
## 1955  66           Private            263637            10th               6
## 1956  40           Private            201495            11th               7
## 1957  68           Private            213720         HS-grad               9
## 1958  64           Private            170483         HS-grad               9
## 1959  26           Private            214303       Bachelors              13
## 1960  32           Private            190511    Some-college              10
## 1961  32           Private            242150         HS-grad               9
## 1962  51         Local-gov            159755         Masters              14
## 1963  50           Private            147629         Masters              14
## 1964  49           Private            268022       Bachelors              13
## 1965  28           Private            188711       Bachelors              13
## 1966  29           Private            452205         HS-grad               9
## 1967  21           Private            260847    Some-college              10
## 1968  28           Private            291374         HS-grad               9
## 1969  55           Private            189933            10th               6
## 1970  45  Self-emp-not-inc            133969         HS-grad               9
## 1971  35           Private            330664    Some-college              10
## 1972  31                 ?            672412            11th               7
## 1973  26           Private            122999         Masters              14
## 1974  30           Private            111415         HS-grad               9
## 1975  33           Private            217235         HS-grad               9
## 1976  40           Private            121956       Bachelors              13
## 1977  23           Private            120172       Bachelors              13
## 1978  35           Private            343403    Some-college              10
## 1979  48  Self-emp-not-inc            104790            11th               7
## 1980  39         Local-gov            473547            10th               6
## 1981  53         Local-gov            260106     Prof-school              15
## 1982  49       Federal-gov            168232         HS-grad               9
## 1983  31           Private            348491       Bachelors              13
## 1984  36           Private             24106         HS-grad               9
## 1985  60      Self-emp-inc            197553    Some-college              10
## 1986  29           Private            421065         HS-grad               9
## 1987  54      Self-emp-inc            138852    Some-college              10
## 1988  28                 ?            169631      Assoc-acdm              12
## 1989  34           Private            379412         HS-grad               9
## 1990  30           Private            181992    Some-college              10
## 1991  19           Private            365640         HS-grad               9
## 1992  26           Private            236564         HS-grad               9
## 1993  47           Private            363418    Some-college              10
## 1994  50           Private            112351         HS-grad               9
## 1995  30           Private            204704       Bachelors              13
## 1996  44           Private             54611    Some-college              10
## 1997  49           Private            128132         HS-grad               9
## 1998  75  Self-emp-not-inc             30599         Masters              14
## 1999  37           Private            379522       Bachelors              13
## 2000  51         State-gov            196504         HS-grad               9
## 2001  35           Private             82552         HS-grad               9
## 2002  28           Private            104024    Some-college              10
## 2003  66  Self-emp-not-inc            293114         HS-grad               9
## 2004  72           Private             74141             9th               5
## 2005  39           Private            192337       Bachelors              13
## 2006  27           Private            262478         HS-grad               9
## 2007  57           Private            185072    Some-college              10
## 2008  24           Private            296045         7th-8th               4
## 2009  28           Private            246595         HS-grad               9
## 2010  23           Private             54472    Some-college              10
## 2011  31           Private            331065       Bachelors              13
## 2012  23           Private            161708    Some-college              10
## 2013  31           Private            264936    Some-college              10
## 2014  27         Local-gov            113545       Bachelors              13
## 2015  30           Private            212237       Bachelors              13
## 2016  31           Private            170430     Prof-school              15
## 2017  34           Private            173806         Masters              14
## 2018  57       Federal-gov            370890         HS-grad               9
## 2019  39           Private            505119         Masters              14
## 2020  23           Private            193089            11th               7
## 2021  24         Local-gov             33432      Assoc-acdm              12
## 2022  36           Private            103110       Doctorate              16
## 2023  32           Private            160362    Some-college              10
## 2024  35           Private            204621      Assoc-acdm              12
## 2025  36           Private             35309       Bachelors              13
## 2026  23                 ?            154373       Bachelors              13
## 2027  47           Private            194772       Assoc-voc              11
## 2028  35           Private            154410         HS-grad               9
## 2029  44       Federal-gov            220563    Some-college              10
## 2030  32         State-gov            253354         Masters              14
## 2031  32           Private            211699      Assoc-acdm              12
## 2032  63  Self-emp-not-inc            167501    Some-college              10
## 2033  34           Private            229732       Assoc-voc              11
## 2034  47           Private            185465         HS-grad               9
## 2035  27           Private            335764            11th               7
## 2036  23           Private            460046         HS-grad               9
## 2037  19                 ?             33487    Some-college              10
## 2038  50           Private            176924            10th               6
## 2039  49         State-gov            213307    Some-college              10
## 2040  36           Private             83893    Some-college              10
## 2041  23           Private            194102       Bachelors              13
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## 2044  27  Self-emp-not-inc            208406       Bachelors              13
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## 2047  23                 ?            196816         HS-grad               9
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## 2062  20                 ?            376474    Some-college              10
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## 2074  51         Local-gov            133050    Some-college              10
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## 2093  35           Private            410034    Some-college              10
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## 2100  61  Self-emp-not-inc            115023         Masters              14
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## 2127  20                 ?             81853    Some-college              10
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## 2183  41  Self-emp-not-inc            438696         Masters              14
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## 2209  34  Self-emp-not-inc            306982       Bachelors              13
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## 2250  44       Federal-gov            239539       Bachelors              13
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## 2255  63      Self-emp-inc            215833         HS-grad               9
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## 2273  19           Private            242941    Some-college              10
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## 2289  34           Private            268051    Some-college              10
## 2290  42  Self-emp-not-inc            121718         HS-grad               9
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## 2293  18                 ?            346382            11th               7
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## 2300  25           Private            157900    Some-college              10
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## 2305  45           Private            246891       Bachelors              13
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## 2307  42           Private             37869    Some-college              10
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## 2341  27                 ?            253873    Some-college              10
## 2342  45           Private            107787       Assoc-voc              11
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## 2355  22                 ?            217421    Some-college              10
## 2356  28           Private            111900      Assoc-acdm              12
## 2357  22                 ?            196943    Some-college              10
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## 2381  23                 ?            148751    Some-college              10
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## 2385  19           Private            172893    Some-college              10
## 2386  56      Self-emp-inc            211804       Bachelors              13
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## 2393  35           Private            111387    Some-college              10
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## 2398  21                 ?             79728    Some-college              10
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## 2406  34           Private            134737       Assoc-voc              11
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## 2415  44           Private            326232       Bachelors              13
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## 2424  24  Self-emp-not-inc            267396       Bachelors              13
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## 2428  20                 ?            287681    Some-college              10
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## 2436  44         Local-gov            210527    Some-college              10
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## 2454  24  Self-emp-not-inc            174391         HS-grad               9
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## 2871  43  Self-emp-not-inc            272165             9th               5
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## 2886  65                 ?            327154         HS-grad               9
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## 2888  19       Federal-gov             30559         HS-grad               9
## 2889  34         Local-gov            255098       Bachelors              13
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## 2896  45           Private            348854    Some-college              10
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## 2904  42           Private            200574    Some-college              10
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## 2931  21                 ?            230397    Some-college              10
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## 2935  23           Private            240063       Bachelors              13
## 2936  50         Local-gov            177705    Some-college              10
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## 2940  37  Self-emp-not-inc             36989    Some-college              10
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## 2952  48           Private            125933    Some-college              10
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## 2958  49         Local-gov            288548         Masters              14
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## 2961  23           Private            268525       Bachelors              13
## 2962  68                 ?            133758         7th-8th               4
## 2963  42           Private            121264       Assoc-voc              11
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## 2969  49      Self-emp-inc            102771       Bachelors              13
## 2970  27           Private             85625    Some-college              10
## 2971  36  Self-emp-not-inc            245090       Bachelors              13
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## 2973  35           Private            182074         HS-grad               9
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## 2975  53           Private             90624            11th               7
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## 2983  43      Self-emp-inc            175485    Some-college              10
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## 2990  44           Private            178385         Masters              14
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## 2992  62  Self-emp-not-inc            120939    Some-college              10
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## 2995  35  Self-emp-not-inc            361888       Bachelors              13
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## 2998  37           Private            218188         HS-grad               9
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## 3003  38           Private             34996    Some-college              10
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## 3005  25           Private            117589      Assoc-acdm              12
## 3006  19                 ?            145234    Some-college              10
## 3007  37           Private            267086       Assoc-voc              11
## 3008  49           Private             44434    Some-college              10
## 3009  26           Private             96130         HS-grad               9
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## 3011  44      Self-emp-inc            168845         HS-grad               9
## 3012  37           Private            271767         Masters              14
## 3013  42           Private            194636       Bachelors              13
## 3014  64         State-gov            194894       Doctorate              16
## 3015  28           Private            132686         HS-grad               9
## 3016  35  Self-emp-not-inc            185848         HS-grad               9
## 3017  40         State-gov            184378       Bachelors              13
## 3018  55       Federal-gov            270859       Bachelors              13
## 3019  21           Private            231866         HS-grad               9
## 3020  49           Private             36032    Some-college              10
## 3021  51         State-gov            172962       Doctorate              16
## 3022  57           Private             98350     Prof-school              15
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## 3024  38           Private             53930            10th               6
## 3025  24           Private             85088         HS-grad               9
## 3026  45  Self-emp-not-inc             94962         HS-grad               9
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## 3028  42      Self-emp-inc            187702     Prof-school              15
## 3029  22           Private             52262    Some-college              10
## 3030  28         State-gov             52636         Masters              14
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## 3033  47           Private            125892    Some-college              10
## 3034  40                 ?             78255         HS-grad               9
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## 3036  61           Private            208919         Masters              14
## 3037  71         Local-gov            365996       Bachelors              13
## 3038  42           Private            307638         HS-grad               9
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## 3040  46  Self-emp-not-inc            254291    Some-college              10
## 3041  50         Local-gov            125417     Prof-school              15
## 3042  27         State-gov             28848       Bachelors              13
## 3043  40                 ?            273425       Assoc-voc              11
## 3044  21           Private            194723    Some-college              10
## 3045  25           Private            195118         HS-grad               9
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## 3047  54           Private            220115    Some-college              10
## 3048  31           Private            265706       Bachelors              13
## 3049  53  Self-emp-not-inc            279129    Some-college              10
## 3050  39      Self-emp-inc            122742      Assoc-acdm              12
## 3051  57      Self-emp-inc            172654     Prof-school              15
## 3052  48           Private            119199       Bachelors              13
## 3053  30           Private            107793    Some-college              10
## 3054  35           Private            237943         HS-grad               9
## 3055  42  Self-emp-not-inc             64632         HS-grad               9
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## 3057  59           Private            361494         HS-grad               9
## 3058  69         Local-gov            122850            10th               6
## 3059  29           Private            173652    Some-college              10
## 3060  40           Private            164663         HS-grad               9
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## 3062  40           Private            245529      Assoc-acdm              12
## 3063  43           Private             55294    Some-college              10
## 3064  36           Private            140583         HS-grad               9
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## 3066  72                 ?            113044         HS-grad               9
## 3067  20           Private            283499    Some-college              10
## 3068  41         Local-gov             51111       Bachelors              13
## 3069  34           Private            232475    Some-college              10
## 3070  48           Private            176140            11th               7
## 3071  27           Private            301654         HS-grad               9
## 3072  35           Private            376455    Some-college              10
## 3073  28                 ?            192569         HS-grad               9
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## 3075  20           Private            337639    Some-college              10
## 3076  18           Private            130849    Some-college              10
## 3077  32           Private            296282       Bachelors              13
## 3078  38           Private            266645         Masters              14
## 3079  23         State-gov            110128    Some-college              10
## 3080  28           Private             90196       Bachelors              13
## 3081  40         State-gov             40024     Prof-school              15
## 3082  35           Private            144322         HS-grad               9
## 3083  74      Self-emp-inc            162340    Some-college              10
## 3084  28           Private            169069         HS-grad               9
## 3085  23           Private            113601    Some-college              10
## 3086  20  Self-emp-not-inc            157145    Some-college              10
## 3087  44           Private            111275         HS-grad               9
## 3088  46         Local-gov            102076         HS-grad               9
## 3089  20                 ?            182117    Some-college              10
## 3090  51  Self-emp-not-inc            145409       Bachelors              13
## 3091  40           Private            190122    Some-college              10
## 3092  48           Private            331482     Prof-school              15
## 3093  60  Self-emp-not-inc            170114             9th               5
## 3094  48      Self-emp-inc            193188       Bachelors              13
## 3095  46         Local-gov            267588       Bachelors              13
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## 3097  22                 ?            175586         HS-grad               9
## 3098  24         Local-gov            322658       Bachelors              13
## 3099  45         State-gov            263982    Some-college              10
## 3100  18           Private            266287            12th               8
## 3101  39           Private            278187         HS-grad               9
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## 3103  22           Private            221745    Some-college              10
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## 3105  28           Private            206351    Some-college              10
## 3106  46           Private            176814     Prof-school              15
## 3107  42         Local-gov            245307       Bachelors              13
## 3108  61         State-gov            124971       Doctorate              16
## 3109  28           Private            119545    Some-college              10
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## 3111  24       Federal-gov             44075       Bachelors              13
## 3112  45           Private            178319       Doctorate              16
## 3113  24           Private            219754         HS-grad               9
## 3114  44           Private            198316       Bachelors              13
## 3115  20           Private            168165    Some-college              10
## 3116  35           Private            356838    Some-college              10
## 3117  52      Self-emp-inc            210736       Bachelors              13
## 3118  25           Private            173212      Assoc-acdm              12
## 3119  19           Private            130431         5th-6th               3
## 3120  35                 ?            169809       Bachelors              13
## 3121  54           Private            197481    Some-college              10
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## 3123  26           Private             31290         HS-grad               9
## 3124  42           Private             54102       Assoc-voc              11
## 3125  19           Private            181546    Some-college              10
## 3126  55           Private            153484         Masters              14
## 3127  44         State-gov            351228         HS-grad               9
## 3128  25           Private            131976       Bachelors              13
## 3129  26           Private            200639    Some-college              10
## 3130  64       Federal-gov            267546      Assoc-acdm              12
## 3131  41           Private            179875            11th               7
## 3132  25                 ?            237865    Some-college              10
## 3133  43           Private            300528    Some-college              10
## 3134  45           Private             67716         HS-grad               9
## 3135  48       Federal-gov            326048       Bachelors              13
## 3136  60           Private            191188         HS-grad               9
## 3137  45  Self-emp-not-inc             32172    Some-college              10
## 3138  51           Private            252903            10th               6
## 3139  37       Federal-gov            334314         HS-grad               9
## 3140  22           Private             83704    Some-college              10
## 3141  44           Private            160574         HS-grad               9
## 3142  27           Private            203776         HS-grad               9
## 3143  47         Local-gov            328610         HS-grad               9
## 3144  32           Private            295589         Masters              14
## 3145  40           Private            174373       Bachelors              13
## 3146  41           Private            247752         HS-grad               9
## 3147  32                 ?            199244            10th               6
## 3148  26           Private            139992       Bachelors              13
## 3149  47           Private             95680    Some-college              10
## 3150  55      Self-emp-inc            189933         HS-grad               9
## 3151  38           Private            498785         HS-grad               9
## 3152  24         State-gov            177526       Bachelors              13
## 3153  64  Self-emp-not-inc            150121       Doctorate              16
## 3154  56       Federal-gov            130454       Bachelors              13
## 3155  41           Private            119079         HS-grad               9
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## 3157  33           Private             94235     Prof-school              15
## 3158  21           Private            305874    Some-college              10
## 3159  59         Local-gov             62020         HS-grad               9
## 3160  58           Private            235624       Assoc-voc              11
## 3161  43         Local-gov            247514         Masters              14
## 3162  21           Private            275726         HS-grad               9
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## 3165  41           Private            173938     Prof-school              15
## 3166  27           Private            200641            10th               6
## 3167  53           Private            211654    Some-college              10
## 3168  38           Private            242720         Masters              14
## 3169  31           Private            111567       Bachelors              13
## 3170  41           Private            179533         HS-grad               9
## 3171  22         State-gov            334693    Some-college              10
## 3172  43  Self-emp-not-inc            198096         Masters              14
## 3173  41         State-gov            355756    Some-college              10
## 3174  27           Private             19395    Some-college              10
## 3175  41         Local-gov            242586    Some-college              10
## 3176  36           Private            208358     Prof-school              15
## 3177  49           Private            160647       Bachelors              13
## 3178  20           Private            227943         HS-grad               9
## 3179  58  Self-emp-not-inc            197665         HS-grad               9
## 3180  35  Self-emp-not-inc            216129            12th               8
## 3181  30         Local-gov            326104         HS-grad               9
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## 3183  29           Private            100219      Assoc-acdm              12
## 3184  40           Private            291192         HS-grad               9
## 3185  54         State-gov             93415       Bachelors              13
## 3186  35           Private            191502       Bachelors              13
## 3187  35           Private            261382       Bachelors              13
## 3188  40           Private            170230       Bachelors              13
## 3189  59           Private            374924         HS-grad               9
## 3190  43      Self-emp-inc            320984    Some-college              10
## 3191  39           Private            338320            10th               6
## 3192  51           Private            135190         7th-8th               4
## 3193  71           Private            157909    Some-college              10
## 3194  33           Private            637222            12th               8
## 3195  28           Private            430084         HS-grad               9
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## 3197  20           Private            221955         5th-6th               3
## 3198  51      Self-emp-inc            180195         HS-grad               9
## 3199  39           Private            208778         HS-grad               9
## 3200  62           Private             81534    Some-college              10
## 3201  37           Private            325538         HS-grad               9
## 3202  28           Private            142264             9th               5
## 3203  23           Private            128604         HS-grad               9
## 3204  39           Private            277886       Bachelors              13
## 3205  50      Self-emp-inc            100029       Bachelors              13
## 3206  31           Private            169269         7th-8th               4
## 3207  45         Local-gov            160472       Bachelors              13
## 3208  23                 ?            123983       Bachelors              13
## 3209  47           Private            297884            10th               6
## 3210  59           Private             99131         HS-grad               9
## 3211  32           Private             44392      Assoc-acdm              12
## 3212  82                 ?             29441         7th-8th               4
## 3213  49           Private            199029       Bachelors              13
## 3214  74       Federal-gov            181508         HS-grad               9
## 3215  22           Private            190625    Some-college              10
## 3216  32           Private            194740    Some-college              10
## 3217  34           Private             27380       Bachelors              13
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## 3219  36           Private            224531       Bachelors              13
## 3220  59           Private            283005            11th               7
## 3221  47      Self-emp-inc            101926       Bachelors              13
## 3222  53         Local-gov            135102         HS-grad               9
## 3223  25  Self-emp-not-inc            113436    Some-college              10
## 3224  44           Private            248973       Bachelors              13
## 3225  57  Self-emp-not-inc            225334     Prof-school              15
## 3226  42  Self-emp-not-inc            157562       Bachelors              13
## 3227  58         Local-gov            310085            10th               6
## 3228  39           Private            129597       Bachelors              13
## 3229  32                 ?             53042         HS-grad               9
## 3230  45           Private            204205         7th-8th               4
## 3231  47           Private            169324       Bachelors              13
## 3232  52                 ?            134447    Some-college              10
## 3233  56  Self-emp-not-inc            236731         1st-4th               2
## 3234  52           Private            141301         HS-grad               9
## 3235  34           Private            235124         HS-grad               9
## 3236  36  Self-emp-not-inc            367020         7th-8th               4
## 3237  41           Private            149102         HS-grad               9
## 3238  30           Private            423770    Some-college              10
## 3239  44           Private            211759       Bachelors              13
## 3240  17                 ?            110998    Some-college              10
## 3241  34           Private             56883    Some-college              10
## 3242  41           Private            223062    Some-college              10
## 3243  29           Private            406662         HS-grad               9
## 3244  25           Private            206600             9th               5
## 3245  42         Local-gov            147510       Bachelors              13
## 3246  48           Private            235646    Some-college              10
## 3247  26           Private            187577       Assoc-voc              11
## 3248  64      Self-emp-inc            132832         HS-grad               9
## 3249  46      Self-emp-inc            278322       Bachelors              13
## 3250  38           Private            278924       Bachelors              13
## 3251  49         State-gov            203039            11th               7
## 3252  23           Private            145651    Some-college              10
## 3253  46         Local-gov            144531       Bachelors              13
## 3254  30           Private             91145         HS-grad               9
## 3255  49  Self-emp-not-inc            211762         HS-grad               9
## 3256  47                 ?            111563       Assoc-voc              11
## 3257  44           Private            180985       Bachelors              13
## 3258  31           Private            207537         HS-grad               9
## 3259  19           Private            417657         HS-grad               9
## 3260  45           Private            189890      Assoc-acdm              12
## 3261  34           Private            223212       Bachelors              13
## 3262  26           Private            108658         HS-grad               9
## 3263  38  Self-emp-not-inc            190023         HS-grad               9
## 3264  31           Private            222130    Some-college              10
## 3265  36      Self-emp-inc            164866      Assoc-acdm              12
## 3266  31           Private            170983       Bachelors              13
## 3267  30           Private            186269       Bachelors              13
## 3268  37           Private            286026         HS-grad               9
## 3269  30           Private            403433       Bachelors              13
## 3270  21                 ?            224209         HS-grad               9
## 3271  73           Private            123160            10th               6
## 3272  38       Federal-gov             99527         Masters              14
## 3273  30           Private            123178            10th               6
## 3274  33           Private            231043         HS-grad               9
## 3275  52         Local-gov            317733       Bachelors              13
## 3276  58           Private            241056    Some-college              10
## 3277  34         Local-gov            220066         Masters              14
## 3278  35           Private            180342         HS-grad               9
## 3279  59       Federal-gov             31840         HS-grad               9
## 3280  45           Private            183168       Bachelors              13
## 3281  27           Private            386036    Some-college              10
## 3282  31         Local-gov            446358       Doctorate              16
## 3283  45           Private             28035    Some-college              10
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## 3288  34      Self-emp-inc             80249    Some-college              10
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## 3293  62           Private            185503       Bachelors              13
## 3294  39  Self-emp-not-inc             68781         HS-grad               9
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## 3296  22           Private             51136    Some-college              10
## 3297  24           Private             54560         HS-grad               9
## 3298  76                 ?             28221         HS-grad               9
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## 3304  47           Private            664821       Bachelors              13
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## 3306  50  Self-emp-not-inc            391016       Bachelors              13
## 3307  27           Private            249315    Some-college              10
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## 3310  39           Private            352248      Assoc-acdm              12
## 3311  36           Private            173804    Some-college              10
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## 3317  47         Local-gov            242552    Some-college              10
## 3318  45       Federal-gov            352094    Some-college              10
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## 3325  59           Private            294395         Masters              14
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## 3329  45           Private            247869       Bachelors              13
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## 3331  36                 ?            356838            12th               8
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## 3338  46           Private            283037       Bachelors              13
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## 3345  20           Private            195770    Some-college              10
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## 3352  30                 ?             96851    Some-college              10
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## 3358  24           Private            182812    Some-college              10
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## 3364  36           Private            284616    Some-college              10
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## 3372  20                 ?            235442    Some-college              10
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## 3376  21           Private            305874    Some-college              10
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## 3383  46  Self-emp-not-inc             57452       Assoc-voc              11
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## 3385  47           Private            151267         HS-grad               9
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## 3388  51                 ?            163998         HS-grad               9
## 3389  46  Self-emp-not-inc             28281       Bachelors              13
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## 3392  20           Private            368852    Some-college              10
## 3393  44           Private            353396       Bachelors              13
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## 3401  39  Self-emp-not-inc            174330    Some-college              10
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## 3406  47         Local-gov            134671    Some-college              10
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## 3417  39         Local-gov            305597         HS-grad               9
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## 3431  50  Self-emp-not-inc            363405       Bachelors              13
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## 3440  40                 ?            162108       Bachelors              13
## 3441  23      Self-emp-inc            214542    Some-college              10
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## 3454  18                 ?            139003         HS-grad               9
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## 3456  39           Private            257726    Some-college              10
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## 3459  35           Private            465326       Bachelors              13
## 3460  21                 ?            356772         HS-grad               9
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## 3469  38         Local-gov            116580       Bachelors              13
## 3470  50           Private            400004    Some-college              10
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## 3479  35           Private            340428       Bachelors              13
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## 3492  33           Private            323619    Some-college              10
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## 3508  25         Local-gov            112835         Masters              14
## 3509  37           Private            265038    Some-college              10
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## 3531  46           Private            189680    Some-college              10
## 3532  32                 ?            282622         HS-grad               9
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## 3535  21           Private            300812    Some-college              10
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## 3541  36           Private            165799         Masters              14
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## 3543  46           Private             97883       Bachelors              13
## 3544  43         Local-gov            105862    Some-college              10
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## 3546  29           Private            151476    Some-college              10
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## 3551  39         Local-gov            187127    Some-college              10
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## 3553  56           Private            192869         Masters              14
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## 3555  23           Private             60847       Assoc-voc              11
## 3556  17                 ?            213055            11th               7
## 3557  67  Self-emp-not-inc            116057         HS-grad               9
## 3558  41           Private             82393       Bachelors              13
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## 3561  30      Self-emp-inc            117570         HS-grad               9
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## 3589  74                 ?            104661    Some-college              10
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## 3592  19           Private            100999       Bachelors              13
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## 3596  27      Self-emp-inc            153546       Assoc-voc              11
## 3597  19           Private            182355    Some-college              10
## 3598  23                 ?            191444         HS-grad               9
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## 3605  42           Private            138634         HS-grad               9
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## 3608  41  Self-emp-not-inc            227065    Some-college              10
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## 3610  23           Private            215616         HS-grad               9
## 3611  65           Private            386672       Assoc-voc              11
## 3612  45      Self-emp-inc            177543         HS-grad               9
## 3613  52       Federal-gov            617021       Bachelors              13
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## 3615  23           Private            373550       Assoc-voc              11
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## 3618  37  Self-emp-not-inc             58343         HS-grad               9
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## 3624  31           Private            247328             9th               5
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## 3628  36           Private            120760         Masters              14
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## 3631  30         Local-gov            352542       Bachelors              13
## 3632  60                 ?            191024         HS-grad               9
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## 3640  39           Private            218490       Bachelors              13
## 3641  63  Self-emp-not-inc            231777       Bachelors              13
## 3642  23           Private            189832      Assoc-acdm              12
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## 3646  33           Private            170651         HS-grad               9
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## 3648  53           Private            166386       Bachelors              13
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## 3650  21           Private            143062    Some-college              10
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## 3659  21           Private            342575    Some-college              10
## 3660  30           Private            206051         HS-grad               9
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## 3662  57           Private            145189    Some-college              10
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## 3665  62  Self-emp-not-inc            171315       Bachelors              13
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## 3668  37           Private            262409         Masters              14
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## 3670  47           Private             84726    Some-college              10
## 3671  31                 ?            226883         HS-grad               9
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## 3677  44           Private            100584         HS-grad               9
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## 3682  20           Private            291979         HS-grad               9
## 3683  38           Private            270985    Some-college              10
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## 3685  46  Self-emp-not-inc            176863         HS-grad               9
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## 3689  30           Private            306383    Some-college              10
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## 3695  37         Local-gov             31023    Some-college              10
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## 3697  23           Private            407684             9th               5
## 3698  28           Private            241895         HS-grad               9
## 3699  44  Self-emp-not-inc            158555    Some-college              10
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## 3712  42  Self-emp-not-inc             37618    Some-college              10
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## 3716  21           Private            344891    Some-college              10
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## 3719  19  Self-emp-not-inc            206599    Some-college              10
## 3720  21         Local-gov            596776    Some-college              10
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## 3725  38           Private            234901         Masters              14
## 3726  18                 ?            298133    Some-college              10
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## 3728  30           Private             97757       Assoc-voc              11
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## 3732  37       Federal-gov            203070    Some-college              10
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## 3748  32                 ?            640383       Bachelors              13
## 3749  35           Private            334291    Some-college              10
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## 3755  46  Self-emp-not-inc            236852       Bachelors              13
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## 3758  42  Self-emp-not-inc            344920    Some-college              10
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## 3761  37      Self-emp-inc            291518       Bachelors              13
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## 3763  22           Private            369549    Some-college              10
## 3764  24           Private             23438       Assoc-voc              11
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## 3766  55           Private            171780      Assoc-acdm              12
## 3767  37         Local-gov            264503         HS-grad               9
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## 3774  74                 ?             95825    Some-college              10
## 3775  49      Self-emp-inc            362654    Some-college              10
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## 3806  19                 ?            423863    Some-college              10
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## 3809  51         Local-gov            420917       Bachelors              13
## 3810  25           Private            197871    Some-college              10
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## 3817  29         Local-gov            175262         Masters              14
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## 3822  31           Private            395170       Assoc-voc              11
## 3823  54                 ?             32385         HS-grad               9
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## 3828  23           Private             27776    Some-college              10
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## 3834  43           Private            193494    Some-college              10
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## 3839  45  Self-emp-not-inc            239093    Some-college              10
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## 3843  55       Federal-gov            189985    Some-college              10
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## 3845  37      Self-emp-inc            126675       Bachelors              13
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## 3851  45           Private             33300       Assoc-voc              11
## 3852  22                 ?            306031    Some-college              10
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## 3857  22           Private            129934    Some-college              10
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## 3859  31           Private            375680       Bachelors              13
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## 3884  63  Self-emp-not-inc            159715            10th               6
## 3885  51         Local-gov            116286         Masters              14
## 3886  27           Private            146719         HS-grad               9
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## 3888  31                 ?             26553       Bachelors              13
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## 3891  26       Federal-gov            393728    Some-college              10
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## 3896  62                 ?            182687    Some-college              10
## 3897  57         State-gov            141459    Some-college              10
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## 3901  53           Private            104501       Bachelors              13
## 3902  18                 ?            437851    Some-college              10
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## 3907  53         Local-gov            549341       Bachelors              13
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## 3917  27                 ?            130856       Bachelors              13
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## 3928  53           Private            201127         Masters              14
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## 3937  46         State-gov            295791       Assoc-voc              11
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## 3939  38           Private             82622    Some-college              10
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## 3943  28                 ?             37215       Bachelors              13
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## 3945  43           Private            421837    Some-college              10
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## 3947  39           Private            117381         HS-grad               9
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## 3953  30           Private            173005    Some-college              10
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## 3955  40           Private            163985         HS-grad               9
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## 3958  52  Self-emp-not-inc            103794       Assoc-voc              11
## 3959  42           Private            310632    Some-college              10
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## 3962  62  Self-emp-not-inc             82388         HS-grad               9
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## 3964  83                 ?            251951         HS-grad               9
## 3965  39           Private            746786       Bachelors              13
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## 3967  49           Private            101825         Masters              14
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## 3970  59                 ?            117751      Assoc-acdm              12
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## 3975  41           Private             86399    Some-college              10
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## 3977  67  Self-emp-not-inc            124470         HS-grad               9
## 3978  24           Private            228649       Bachelors              13
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## 3980  48           Private             96798         Masters              14
## 3981  55                 ?            106707      Assoc-acdm              12
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## 3983  50           Private            139464       Bachelors              13
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## 3990  22           Private            191324    Some-college              10
## 3991  77                 ?            147284         HS-grad               9
## 3992  19         State-gov             73009    Some-college              10
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## 3994  42           Private            163003       Bachelors              13
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## 3996  27           Private            125298    Some-college              10
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## 4001  63           Private            171635       Bachelors              13
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## 4004  23                 ?            114357    Some-college              10
## 4005  44           Private            178134     Prof-school              15
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## 4007  35           Private            124483       Bachelors              13
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## 4010  59         Local-gov            236426      Assoc-acdm              12
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## 4013  35           Private            227571         7th-8th               4
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## 4018  37                 ?            172256    Some-college              10
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## 4021  37           Private             89559         HS-grad               9
## 4022  19                 ?             35507    Some-college              10
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## 4027  20           Private             34706    Some-college              10
## 4028  57  Self-emp-not-inc             47857    Some-college              10
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## 4033  40           Private            184105       Assoc-voc              11
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## 4041  38         State-gov            220421       Bachelors              13
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## 4045  19           Private            246652    Some-college              10
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## 4049  51  Self-emp-not-inc            240358    Some-college              10
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## 4051  44           Private            101593       Bachelors              13
## 4052  29  Self-emp-not-inc            227890       Bachelors              13
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## 4056  50      Self-emp-inc            156623     Prof-school              15
## 4057  27           Private             35032    Some-college              10
## 4058  31           Private            258849       Assoc-voc              11
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## 4070  25           Private            104662         HS-grad               9
## 4071  90           Private            313986            11th               7
## 4072  41         Local-gov             52037    Some-college              10
## 4073  34                 ?            146589         HS-grad               9
## 4074  33           Private            131776       Bachelors              13
## 4075  33           Private            254221         HS-grad               9
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## 4077  39  Self-emp-not-inc            211785         HS-grad               9
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## 4079  19           Private            387215    Some-college              10
## 4080  39           Private            187046         HS-grad               9
## 4081  19                 ?            208874    Some-college              10
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## 4084  59  Self-emp-not-inc             80467         HS-grad               9
## 4085  28           Private            407672    Some-college              10
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## 4087  50                 ?            174964            10th               6
## 4088  36           Private            347491       Bachelors              13
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## 4090  23           Private            449432    Some-college              10
## 4091  19                 ?            175499            11th               7
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## 4093  27         Local-gov            134813         Masters              14
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## 4101  34           Private             94235       Bachelors              13
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## 4103  51         Local-gov            146181             9th               5
## 4104  21           Private            177125    Some-college              10
## 4105  30      Self-emp-inc             68330    Some-college              10
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## 4107  40           Private            238329       Bachelors              13
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## 4109  23           Private            285004       Bachelors              13
## 4110  90                 ?            256514       Bachelors              13
## 4111  25           Private            186294         HS-grad               9
## 4112  43           Private            188786    Some-college              10
## 4113  38         State-gov             31352    Some-college              10
## 4114  22           Private            197613       Assoc-voc              11
## 4115  33         Local-gov            161942       Bachelors              13
## 4116  34           Private            275438    Some-college              10
## 4117  65           Private            361721       Assoc-voc              11
## 4118  50           Private            144968         HS-grad               9
## 4119  29           Private            190539       Bachelors              13
## 4120  25           Private            178037         HS-grad               9
## 4121  54           Private            306985    Some-college              10
## 4122  49           Private             87928         HS-grad               9
## 4123  44           Private            242619    Some-college              10
## 4124  24           Private            154165             9th               5
## 4125  25           Private            511331       Bachelors              13
## 4126  65         Local-gov            221026         HS-grad               9
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## 4128  39  Self-emp-not-inc            126569     Prof-school              15
## 4129  23           Private            202344       Bachelors              13
## 4130  20           Private            190423    Some-college              10
## 4131  24           Private            238917         5th-6th               3
## 4132  41           Private            221947    Some-college              10
## 4133  40      Self-emp-inc             37997    Some-college              10
## 4134  55           Private            147098         HS-grad               9
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## 4137  44           Private             76196       Bachelors              13
## 4138  45           Private            120131    Some-college              10
## 4139  20  Self-emp-not-inc            186014    Some-college              10
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## 4143  28         State-gov             19395    Some-college              10
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## 4148  66                 ?            299616    Some-college              10
## 4149  63  Self-emp-not-inc            117681       Assoc-voc              11
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## 4153  20                 ?            174714    Some-college              10
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## 4157  20           Private             54152    Some-college              10
## 4158  28           Private            152951         HS-grad               9
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## 4162  31  Self-emp-not-inc            226624             9th               5
## 4163  49           Private            157569         HS-grad               9
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## 4168  31         Local-gov             90409    Some-college              10
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## 4170  27                 ?            129661       Assoc-voc              11
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## 4181  23           Private            348092         HS-grad               9
## 4182  63           Private            154526    Some-college              10
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## 4187  25           Private            259688            11th               7
## 4188  30           Private             98733    Some-college              10
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## 4197  76      Self-emp-inc            120796             9th               5
## 4198  51       Federal-gov             45334    Some-college              10
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## 4205  33  Self-emp-not-inc            155343    Some-college              10
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## 4209  47         Local-gov            154940         Masters              14
## 4210  26           Private            103700    Some-college              10
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## 4216  53                 ?            158352         Masters              14
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## 4226  27      Self-emp-inc            233724         HS-grad               9
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## 4240  24           Private            116934    Some-college              10
## 4241  22                 ?             87867            12th               8
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## 4245  42  Self-emp-not-inc            183765      Assoc-acdm              12
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## 4259  27  Self-emp-not-inc             37302      Assoc-acdm              12
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## 4262  26           Private            333541         HS-grad               9
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## 4265  49           Private            204629       Bachelors              13
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## 4270  22           Private            275385    Some-college              10
## 4271  52       Federal-gov            129177         HS-grad               9
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## 4273  22                 ?            201179    Some-college              10
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## 4283  31           Private            305692    Some-college              10
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## 4288  43           Private            161226       Bachelors              13
## 4289  66                 ?            160995            10th               6
## 4290  23           Private            208598    Some-college              10
## 4291  49  Self-emp-not-inc            200471         HS-grad               9
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## 4293  49           Private            176684       Assoc-voc              11
## 4294  33           Private            206512    Some-college              10
## 4295  28           Private            212640     Prof-school              15
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## 4298  34         Local-gov            240252         Masters              14
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## 4300  20                 ?            124242    Some-college              10
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## 4302  25           Private            204338         HS-grad               9
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## 4305  41           Private            221947    Some-college              10
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## 4309  35  Self-emp-not-inc            166416         HS-grad               9
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## 4311  21           Private            221480    Some-college              10
## 4312  35  Self-emp-not-inc            189878         Masters              14
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## 4315  48           Private            177775         HS-grad               9
## 4316  56                 ?            275943    Some-college              10
## 4317  65  Self-emp-not-inc            225473    Some-college              10
## 4318  40           Private            289403       Bachelors              13
## 4319  26           Private            269060         HS-grad               9
## 4320  45           Private            449354    Some-college              10
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## 4325  37           Private            191524       Assoc-voc              11
## 4326  25           Private            308144       Bachelors              13
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## 4328  46           Private            205100       Assoc-voc              11
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## 4333  36           Private            356838       Doctorate              16
## 4334  28      Self-emp-inc            115705    Some-college              10
## 4335  41         Local-gov            137142    Some-college              10
## 4336  47           Private            296066    Some-college              10
## 4337  22           Private            401335    Some-college              10
## 4338  33                 ?            182771       Bachelors              13
## 4339  34      Self-emp-inc            186824     Prof-school              15
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## 4341  28           Private             98010    Some-college              10
## 4342  36           Private            172538         HS-grad               9
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## 4344  33         Local-gov             43959         Masters              14
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## 4350  53           Private            114758         Masters              14
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## 4354  63           Private            127363    Some-college              10
## 4355  53       Federal-gov            199720       Doctorate              16
## 4356  37           Private            143058            10th               6
## 4357  50       Federal-gov             36489    Some-college              10
## 4358  22           Private            141698         HS-grad               9
## 4359  40       Federal-gov             26358      Assoc-acdm              12
## 4360  22           Private            195532       Bachelors              13
## 4361  21           Private             30039    Some-college              10
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## 4364  43       Federal-gov             77370         HS-grad               9
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## 4367  42           Private            201785         Masters              14
## 4368  33           Private            256211         HS-grad               9
## 4369  27           Private            146764    Some-college              10
## 4370  22                 ?            211968    Some-college              10
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## 4372  29           Private             52636         HS-grad               9
## 4373  20           Private             27049    Some-college              10
## 4374  35           Private            111128            10th               6
## 4375  31  Self-emp-not-inc            348038       Bachelors              13
## 4376  33           Private             93930         HS-grad               9
## 4377  67           Private            397831    Some-college              10
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## 4379  45           Private            178215             9th               5
## 4380  17         Local-gov            191910            11th               7
## 4381  35           Private            340110       Bachelors              13
## 4382  48  Self-emp-not-inc            133694       Bachelors              13
## 4383  49           Private            148398         HS-grad               9
## 4384  20           Private            133515    Some-college              10
## 4385  27           Private            181667         HS-grad               9
## 4386  64           Private            159715    Some-college              10
## 4387  53       Federal-gov            174040    Some-college              10
## 4388  52           Private            117700         HS-grad               9
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## 4390  32      Self-emp-inc             46807         HS-grad               9
## 4391  48  Self-emp-not-inc            317360       Bachelors              13
## 4392  30           Private            425627    Some-college              10
## 4393  34           Private             82623         HS-grad               9
## 4394  19                 ?             63574    Some-college              10
## 4395  39           Private            140854         HS-grad               9
## 4396  28           Private            185061            11th               7
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## 4398  54           Private            282680       Bachelors              13
## 4399  24           Private            137591    Some-college              10
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## 4402  48         Local-gov             31264    Some-college              10
## 4403  24           Private            399449       Bachelors              13
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## 4406  45           Private            102096       Bachelors              13
## 4407  19           Private            406078    Some-college              10
## 4408  52      Self-emp-inc            100506    Some-college              10
## 4409  52           Private             29658         HS-grad               9
## 4410  19                 ?             20469         HS-grad               9
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## 4412  43           Private            304175         Masters              14
## 4413  24           Private            170070      Assoc-acdm              12
## 4414  20                 ?            193416    Some-college              10
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## 4416  38  Self-emp-not-inc            357962             9th               5
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## 4418  40      Self-emp-inc            207578         HS-grad               9
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## 4420  35           Private            341643       Bachelors              13
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## 4422  53           Private             88842         HS-grad               9
## 4423  56                 ?            128900    Some-college              10
## 4424  35           Private            417136         HS-grad               9
## 4425  43  Self-emp-not-inc            336763    Some-college              10
## 4426  29           Private            209301       Bachelors              13
## 4427  29           Private            120986         HS-grad               9
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## 4433  40  Self-emp-not-inc            230478      Assoc-acdm              12
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## 4435  38           Private            149419       Assoc-voc              11
## 4436  40                 ?            341539    Some-college              10
## 4437  39           Private            185099         HS-grad               9
## 4438  56                 ?            132930         Masters              14
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## 4441  40      Self-emp-inc            344060     Prof-school              15
## 4442  43      Self-emp-inc            286750     Prof-school              15
## 4443  38           Private            296999       Bachelors              13
## 4444  45           Private            123681         HS-grad               9
## 4445  18           Private            232024            11th               7
## 4446  57         Local-gov             52267         Masters              14
## 4447  49           Private            119182         HS-grad               9
## 4448  25           Private            191230    Some-college              10
## 4449  52       Federal-gov             23780    Some-college              10
## 4450  56           Private            184553            10th               6
## 4451  26      Self-emp-inc            242651    Some-college              10
## 4452  19           Private            246226         HS-grad               9
## 4453  25      Self-emp-inc             86745       Bachelors              13
## 4454  25           Private            106889         HS-grad               9
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## 4456  48  Self-emp-not-inc            213140         7th-8th               4
## 4457  33         State-gov             37070         Masters              14
## 4458  31         State-gov             93589         HS-grad               9
## 4459  26  Self-emp-not-inc            213258         HS-grad               9
## 4460  37         State-gov             46814       Bachelors              13
## 4461  29                 ?            168873    Some-college              10
## 4462  20           Private            284737    Some-college              10
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## 4464  49           Private            197418         HS-grad               9
## 4465  73                 ?            132737            10th               6
## 4466  49           Private            185041         Masters              14
## 4467  51           Private            159604    Some-college              10
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## 4469  24           Private            275421       Assoc-voc              11
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## 4472  46           Private            175109         HS-grad               9
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## 4474  64           Private            180401            10th               6
## 4475  50  Self-emp-not-inc            146603     Prof-school              15
## 4476  53         State-gov            143822         Masters              14
## 4477  21           Private             51985         HS-grad               9
## 4478  22         State-gov             48121    Some-college              10
## 4479  37           Private            234807       Bachelors              13
## 4480  39       Federal-gov             65324     Prof-school              15
## 4481  30           Private            302149       Bachelors              13
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## 4483  26           Private            159897    Some-college              10
## 4484  43           Private            416338       Bachelors              13
## 4485  59           Private            370615         HS-grad               9
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## 4487  55           Private            120970            10th               6
## 4488  20           Private             22966    Some-college              10
## 4489  25           Private             34541       Assoc-voc              11
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## 4491  29           Private            107458       Bachelors              13
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## 4493  37         Local-gov            233825       Bachelors              13
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## 4495  27           Private            109165    Some-college              10
## 4496  50         State-gov            103063       Bachelors              13
## 4497  41  Self-emp-not-inc             29762    Some-college              10
## 4498  46           Private            111979         7th-8th               4
## 4499  35           Private            150125       Assoc-voc              11
## 4500  21                 ?            301853    Some-college              10
## 4501  35                 ?            296738            11th               7
## 4502  40           Private            118001         HS-grad               9
## 4503  49           Private            149337       Bachelors              13
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## 4505  43         Local-gov            118600       Bachelors              13
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## 4507  35           Private            181020         HS-grad               9
## 4508  52           Private            165998    Some-college              10
## 4509  25           Private            218136    Some-college              10
## 4510  20      Self-emp-inc            182200         HS-grad               9
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## 4512  24           Private            140001       Bachelors              13
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## 4514  21           Private            191243    Some-college              10
## 4515  37       Federal-gov            207887       Bachelors              13
## 4516  43       Federal-gov            211450         HS-grad               9
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## 4520  21                 ?            189888      Assoc-acdm              12
## 4521  35           Private            301614         HS-grad               9
## 4522  60           Private            146674            10th               6
## 4523  27           Private            225291    Some-college              10
## 4524  57         Local-gov            148509       Bachelors              13
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## 4526  27           Private            126060         HS-grad               9
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## 4528  19           Private             39026         HS-grad               9
## 4529  28  Self-emp-not-inc             33035            12th               8
## 4530  43           Private            193494            10th               6
## 4531  63         Local-gov            147440    Some-college              10
## 4532  22                 ?            153131    Some-college              10
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## 4539  20           Private             70240         HS-grad               9
## 4540  57         State-gov             32694         Masters              14
## 4541  41           Private             95047       Assoc-voc              11
## 4542  33           Private            264936         HS-grad               9
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## 4545  22           Private            186452            10th               6
## 4546  50           Private            125417      Assoc-acdm              12
## 4547  40  Self-emp-not-inc            242082       Bachelors              13
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## 4549  40                 ?            397346      Assoc-acdm              12
## 4550  53           Private            424079         Masters              14
## 4551  38  Self-emp-not-inc            108947    Some-college              10
## 4552  25         State-gov            261979         HS-grad               9
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## 4554  22                 ?            291407            12th               8
## 4555  18           Private            353358    Some-college              10
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## 4559  67         State-gov            423561    Some-college              10
## 4560  47  Self-emp-not-inc            145290         HS-grad               9
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## 4565  33           Private            191856    Some-college              10
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## 4568  32         Local-gov            168387         Masters              14
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## 4572  34           Private            299635         Masters              14
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## 4576  37           Private            148015       Bachelors              13
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## 4578  52         State-gov            349795       Bachelors              13
## 4579  48           Private            229846       Assoc-voc              11
## 4580  43           Private            108945    Some-college              10
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## 4583  37           Private            324019      Assoc-acdm              12
## 4584  39           Private             82488    Some-college              10
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## 4587  21           Private            152540         HS-grad               9
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## 4593  35                 ?            117528       Assoc-voc              11
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## 4596  42           Private            220049         HS-grad               9
## 4597  39  Self-emp-not-inc            247975    Some-college              10
## 4598  55           Private             50164       Doctorate              16
## 4599  24         State-gov            123160         Masters              14
## 4600  46      Self-emp-inc            219962       Bachelors              13
## 4601  53           Private             79324         HS-grad               9
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## 4604  48           Private            189462    Some-college              10
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## 4607  35                 ?            200426         HS-grad               9
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## 4614  77                 ?            232894             9th               5
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## 4617  36           Private            130926       Bachelors              13
## 4618  32       Federal-gov             72338       Assoc-voc              11
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## 4620  25         State-gov            328697    Some-college              10
## 4621  40           Private            191196         Masters              14
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## 4623  49           Private            110243       Bachelors              13
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## 4625  29           Private             89030         HS-grad               9
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## 4627  24  Self-emp-not-inc            277700    Some-college              10
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## 4630  45           Private            168837    Some-college              10
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## 4636  28           Private            176683      Assoc-acdm              12
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## 4638  40  Self-emp-not-inc            209833    Some-college              10
## 4639  66         State-gov             41506            10th               6
## 4640  30         Local-gov            125159       Bachelors              13
## 4641  44  Self-emp-not-inc            147206    Some-college              10
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## 4645  35         Local-gov            185769    Some-college              10
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## 4649  26           Private            195994    Some-college              10
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## 4656  19                 ?            124884             9th               5
## 4657  37         Local-gov            287306      Assoc-acdm              12
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## 4659  18           Private            146378    Some-college              10
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## 4662  45           Private            162187       Bachelors              13
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## 4665  22           Private            183970         HS-grad               9
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## 4670  38         Local-gov             91711       Bachelors              13
## 4671  33           Private            198003    Some-college              10
## 4672  46           Private            179048         HS-grad               9
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## 4674  64           Private            102470         HS-grad               9
## 4675  62  Self-emp-not-inc            123170    Some-college              10
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## 4677  17           Private            262511            11th               7
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## 4679  40         State-gov             91949       Doctorate              16
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## 4681  39           Private            173175       Bachelors              13
## 4682  35  Self-emp-not-inc            120301    Some-college              10
## 4683  29           Private            250967       Assoc-voc              11
## 4684  27       Federal-gov            285432      Assoc-acdm              12
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## 4686  34                 ?            317219    Some-college              10
## 4687  51         Local-gov            110965         Masters              14
## 4688  45           Private            123283         HS-grad               9
## 4689  20                 ?            249087    Some-college              10
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## 4691  29           Private            376680         HS-grad               9
## 4692  56           Private            231232       Bachelors              13
## 4693  55  Self-emp-not-inc            168625    Some-college              10
## 4694  26           Private             33939    Some-college              10
## 4695  46           Private            155659    Some-college              10
## 4696  32         Local-gov            190228         HS-grad               9
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## 4703  18           Private             57957         HS-grad               9
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## 4705  60  Self-emp-not-inc             88570       Assoc-voc              11
## 4706  40           Private            273308         HS-grad               9
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## 4708  27  Self-emp-not-inc            131298            10th               6
## 4709  19           Private            386378    Some-college              10
## 4710  38           Private            179668       Bachelors              13
## 4711  26           Private            210812    Some-college              10
## 4712  45       Federal-gov            311671       Assoc-voc              11
## 4713  20           Private            215247    Some-college              10
## 4714  32       Federal-gov            125856         HS-grad               9
## 4715  22           Private             74631    Some-college              10
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## 4720  39           Private            245361       Bachelors              13
## 4721  79  Self-emp-not-inc            158319         HS-grad               9
## 4722  60                 ?            204486       Bachelors              13
## 4723  24           Private            314823         HS-grad               9
## 4724  31           Private            211334    Some-college              10
## 4725  37  Self-emp-not-inc             73199       Bachelors              13
## 4726  23           Private            126550         HS-grad               9
## 4727  31           Private            260782    Some-college              10
## 4728  29           Private            114224       Bachelors              13
## 4729  22         State-gov             64292       Bachelors              13
## 4730  69                 ?            628797    Some-college              10
## 4731  55         Local-gov            219775         HS-grad               9
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## 4734  29           Private            228075         HS-grad               9
## 4735  22           Private            239806       Assoc-voc              11
## 4736  22           Private            324637    Some-college              10
## 4737  25           Private            163620         HS-grad               9
## 4738  29           Private            194200    Some-college              10
## 4739  25         State-gov            129200    Some-college              10
## 4740  33       Federal-gov            207172         HS-grad               9
## 4741  33           Private            135312       Bachelors              13
## 4742  31           Private            100734       Doctorate              16
## 4743  30         Local-gov            226443         Masters              14
## 4744  55           Private            110871       Bachelors              13
## 4745  36           Private            192704            12th               8
## 4746  47                 ?            224108         HS-grad               9
## 4747  28           Private             78870       Bachelors              13
## 4748  42           Private            107762         Masters              14
## 4749  51           Private            183611      Assoc-acdm              12
## 4750  62         Local-gov            249078       Bachelors              13
## 4751  65      Self-emp-inc            208452    Some-college              10
## 4752  23           Private            302195       Bachelors              13
## 4753  60                 ?            199947         HS-grad               9
## 4754  47           Private            379118         7th-8th               4
## 4755  50      Self-emp-inc            174855         HS-grad               9
## 4756  70                 ?            173736       Bachelors              13
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## 4758  37       Federal-gov            196348    Some-college              10
## 4759  31           Private            340917         HS-grad               9
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## 4761  54           Private            200098       Bachelors              13
## 4762  32       Federal-gov            127651       Bachelors              13
## 4763  31           Private            315128    Some-college              10
## 4764  31       Federal-gov            206823       Bachelors              13
## 4765  65  Self-emp-not-inc            316093     Prof-school              15
## 4766  30           Private            112115         HS-grad               9
## 4767  63                 ?            203821         HS-grad               9
## 4768  21           Private            250051    Some-college              10
## 4769  40       Federal-gov            298635         Masters              14
## 4770  26         State-gov            109193    Some-college              10
## 4771  18           Private            130849            11th               7
## 4772  34         Local-gov             43959         HS-grad               9
## 4773  66         Local-gov            222810    Some-college              10
## 4774  44  Self-emp-not-inc             27242    Some-college              10
## 4775  30           Private             53158      Assoc-acdm              12
## 4776  36  Self-emp-not-inc            206520       Bachelors              13
## 4777  31           Private            164190    Some-college              10
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## 4779  28                 ?            200819         7th-8th               4
## 4780  23           Private             83891         HS-grad               9
## 4781  49           Private             65087         Masters              14
## 4782  39  Self-emp-not-inc            363418       Bachelors              13
## 4783  67                 ?            182378       Bachelors              13
## 4784  19           Private            278870    Some-college              10
## 4785  30           Private            174789      Assoc-acdm              12
## 4786  25           Private            228608    Some-college              10
## 4787  24           Private            184400         HS-grad               9
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## 4789  37           Private            117381         Masters              14
## 4790  41       Federal-gov             83411         HS-grad               9
## 4791  40  Self-emp-not-inc             49156    Some-college              10
## 4792  44           Private            421449         HS-grad               9
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## 4794  58           Private            188982         HS-grad               9
## 4795  48           Private            175925         HS-grad               9
## 4796  34           Private            164190       Bachelors              13
## 4797  29           Private            232914       Assoc-voc              11
## 4798  46      Self-emp-inc            120121       Bachelors              13
## 4799  36         Local-gov            180805         HS-grad               9
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## 4801  29           Private            319149            12th               8
## 4802  50                 ?             22428         Masters              14
## 4803  25           Private            290528         HS-grad               9
## 4804  27           Private            123984      Assoc-acdm              12
## 4805  48           Private             34186         HS-grad               9
## 4806  51       Federal-gov            282680       Doctorate              16
## 4807  36           Private            183892         HS-grad               9
## 4808  42         Local-gov            195124            11th               7
## 4809  49         State-gov             55938       Bachelors              13
## 4810  33           Private            209900    Some-college              10
## 4811  40           Private            179717       Bachelors              13
## 4812  26           Private            150361       Bachelors              13
## 4813  69                 ?            164102         HS-grad               9
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## 4815  30           Private            205204         HS-grad               9
## 4816  31         Local-gov            168906      Assoc-acdm              12
## 4817  30           Private            112115       Bachelors              13
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## 4819  20                 ?            202994    Some-college              10
## 4820  56           Private            191917      Assoc-acdm              12
## 4821  24           Private            341294         HS-grad               9
## 4822  47           Private            216734       Bachelors              13
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## 4824  34           Private            424988         HS-grad               9
## 4825  47           Private            379118         HS-grad               9
## 4826  47           Private            168232    Some-college              10
## 4827  20           Private            147171    Some-college              10
## 4828  34      Self-emp-inc            207668         HS-grad               9
## 4829  31           Private            193650            11th               7
## 4830  42           Private            200187       Assoc-voc              11
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## 4832  56           Private            398067         HS-grad               9
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## 4834  26           Private            154966    Some-college              10
## 4835  81           Private            364099    Some-college              10
## 4836  28                 ?            291374            10th               6
## 4837  57       Federal-gov             97837    Some-college              10
## 4838  34           Private            117983         HS-grad               9
## 4839  31                 ?            345497            10th               6
## 4840  24           Private             64167       Assoc-voc              11
## 4841  20           Private            315877         HS-grad               9
## 4842  68       Federal-gov            232151    Some-college              10
## 4843  60           Private            225526         HS-grad               9
## 4844  37       Federal-gov            289653    Some-college              10
## 4845  25           Private            179462         7th-8th               4
## 4846  36       Federal-gov             67317         HS-grad               9
## 4847  45           Private             77764      Assoc-acdm              12
## 4848  34           Private            253438    Some-college              10
## 4849  31           Private            150309       Bachelors              13
## 4850  47  Self-emp-not-inc             83064       Bachelors              13
## 4851  60  Self-emp-not-inc            376973         HS-grad               9
## 4852  75           Private            311184       Bachelors              13
## 4853  43         Local-gov            159449    Some-college              10
## 4854  18           Private            168288         HS-grad               9
## 4855  25           Private             74883       Bachelors              13
## 4856  20           Private            275190         HS-grad               9
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## 4858  57      Self-emp-inc            101338       Bachelors              13
## 4859  43           Private            331894    Some-college              10
## 4860  18  Self-emp-not-inc             40293         HS-grad               9
## 4861  41         Local-gov             88904       Bachelors              13
## 4862  48           Private            145041         HS-grad               9
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## 4864  41         State-gov            363591       Assoc-voc              11
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## 4866  32         State-gov            182556       Bachelors              13
## 4867  33           Private            267859         HS-grad               9
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## 4869  22           Private            162869    Some-college              10
## 4870  33           Private            141229    Some-college              10
## 4871  42  Self-emp-not-inc            174216     Prof-school              15
## 4872  25           Private            366416         HS-grad               9
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## 4874  35           Private            193026       Bachelors              13
## 4875  50           Private            184424    Some-college              10
## 4876  49         Local-gov            337768         Masters              14
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## 4878  47       Federal-gov             99549    Some-college              10
## 4879  46           Private             72619    Some-college              10
## 4880  42         State-gov             55764      Assoc-acdm              12
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## 4882  25           Private            308144       Bachelors              13
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## 4884  26           Private            282304    Some-college              10
## 4885  26                 ?            176077    Some-college              10
## 4886  45      Self-emp-inc            142719       Bachelors              13
## 4887  34           Private            114973         HS-grad               9
## 4888  33       Federal-gov            159548      Assoc-acdm              12
## 4889  43           Private             91209       Bachelors              13
## 4890  28           Private            196564         HS-grad               9
## 4891  51  Self-emp-not-inc            149220    Some-college              10
## 4892  21           Private            169699    Some-college              10
## 4893  23           Private            218215      Assoc-acdm              12
## 4894  30           Private            156718         HS-grad               9
## 4895  46           Private             55720         Masters              14
## 4896  38      Self-emp-inc            257250         HS-grad               9
## 4897  20           Private            194630         HS-grad               9
## 4898  36           Private            398931       Bachelors              13
## 4899  37  Self-emp-not-inc            362062     Prof-school              15
## 4900  44         Local-gov            101593         Masters              14
## 4901  33           Private            196266         HS-grad               9
## 4902  45         Local-gov            197332       Bachelors              13
## 4903  47           Private             97842    Some-college              10
## 4904  54           Private             86837         HS-grad               9
## 4905  17           Private             57324            10th               6
## 4906  43           Private            116852         HS-grad               9
## 4907  45           Private            154430       Bachelors              13
## 4908  37           Private             38468    Some-college              10
## 4909  44         Local-gov            188808       Assoc-voc              11
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## 4911  41           Private            187322         HS-grad               9
## 4912  23           Private            107578       Bachelors              13
## 4913  38           Private            168680    Some-college              10
## 4914  23           Private            256755       Bachelors              13
## 4915  35           Private            360799         HS-grad               9
## 4916  18           Private            188476            11th               7
## 4917  47           Private             30457       Assoc-voc              11
## 4918  25           Private            252752    Some-college              10
## 4919  41  Self-emp-not-inc            443508         HS-grad               9
## 4920  23           Private            244408    Some-college              10
## 4921  41           Private            178983         HS-grad               9
## 4922  26           Private            143068    Some-college              10
## 4923  30         Local-gov            247328    Some-college              10
## 4924  42           Private            201732    Some-college              10
## 4925  35           Private            246829         HS-grad               9
## 4926  28                 ?            290267       Bachelors              13
## 4927  29           Private            119170    Some-college              10
## 4928  21           Private            207923    Some-college              10
## 4929  48         State-gov            170142         Masters              14
## 4930  44  Self-emp-not-inc            187164         HS-grad               9
## 4931  34         Local-gov            303867             9th               5
## 4932  19           Private            291429         HS-grad               9
## 4933  32           Private            213179    Some-college              10
## 4934  31         State-gov            111843      Assoc-acdm              12
## 4935  25           Private            297154         HS-grad               9
## 4936  47       Federal-gov             68493         HS-grad               9
## 4937  46       Federal-gov            340718            11th               7
## 4938  18           Private            194059            12th               8
## 4939  31           Private             47296    Some-college              10
## 4940  28         State-gov            286310         HS-grad               9
## 4941  38           Private            207202         HS-grad               9
## 4942  33      Self-emp-inc            132601         HS-grad               9
## 4943  17                 ?            139183            10th               6
## 4944  41           Private            160785       Assoc-voc              11
## 4945  46           Private            117849    Some-college              10
## 4946  38         Local-gov            225605    Some-college              10
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## 4959  20                 ?            293136    Some-college              10
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## 5081  30           Private            211840    Some-college              10
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## 5118  22           Private            124971       Bachelors              13
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## 5138  49      Self-emp-inc            158685         HS-grad               9
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## 5145  28           Private            273929         HS-grad               9
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## 5147  28           Private             56179    Some-college              10
## 5148  17                 ?            127003             9th               5
## 5149  39  Self-emp-not-inc            124090             9th               5
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## 5152  51  Self-emp-not-inc            218311    Some-college              10
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## 5156  54  Self-emp-not-inc            278230    Some-college              10
## 5157  73                 ?            180603         HS-grad               9
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## 5160  27           Private            109001    Some-college              10
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## 5166  22           Private             36011       Assoc-voc              11
## 5167  41       Federal-gov            168294         HS-grad               9
## 5168  49         Local-gov            194895    Some-college              10
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## 5176  42  Self-emp-not-inc             99185    Some-college              10
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## 5179  41         Local-gov            175149         HS-grad               9
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## 5188  66           Private            114447       Assoc-voc              11
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## 5194  61                 ?            161279         HS-grad               9
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## 5196  43         Local-gov            115603    Some-college              10
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## 5199  76                 ?            172637    Some-college              10
## 5200  42           Private             56483      Assoc-acdm              12
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## 5202  76  Self-emp-not-inc             33213         Masters              14
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## 5204  17           Private            137042            10th               6
## 5205  30  Self-emp-not-inc             33308         HS-grad               9
## 5206  30           Private            158420       Bachelors              13
## 5207  22           Private             41763    Some-college              10
## 5208  53                 ?            220640       Bachelors              13
## 5209  28           Private            149734         HS-grad               9
## 5210  25                 ?            262245       Assoc-voc              11
## 5211  24           Private            349691    Some-college              10
## 5212  47           Private            185385            10th               6
## 5213  34  Self-emp-not-inc            174463       Assoc-voc              11
## 5214  26           Private            236068    Some-college              10
## 5215  63                 ?            445168       Bachelors              13
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## 5217  28           Private             33895       Bachelors              13
## 5218  36           Private            214816         HS-grad               9
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## 5220  51      Self-emp-inc            166386       Bachelors              13
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## 5223  54       Federal-gov            392502    Some-college              10
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## 5227  51           Private            162944         HS-grad               9
## 5228  50         Local-gov            186888         HS-grad               9
## 5229  27                 ?            330132         HS-grad               9
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## 5241  25           Private            181666      Assoc-acdm              12
## 5242  50           Private            207367    Some-college              10
## 5243  35         State-gov             82622    Some-college              10
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## 5247  30           Private             41493    Some-college              10
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## 5249  29  Self-emp-not-inc            164607         HS-grad               9
## 5250  52  Self-emp-not-inc             41496    Some-college              10
## 5251  63           Private            143098         HS-grad               9
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## 5255  23           Private            223231         HS-grad               9
## 5256  35                 ?            253860         HS-grad               9
## 5257  21           Private            362589       Bachelors              13
## 5258  28           Private             94880    Some-college              10
## 5259  20           Private            309580         HS-grad               9
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## 5266  27       Federal-gov             47907       Bachelors              13
## 5267  23  Self-emp-not-inc            191283         HS-grad               9
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## 5269  22         State-gov            186569       Bachelors              13
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## 5280  23      Self-emp-inc            284651       Bachelors              13
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## 5284  40           Private            167265         Masters              14
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## 5286  31      Self-emp-inc            236415    Some-college              10
## 5287  25           Private            312966             9th               5
## 5288  33           Private            118941       Bachelors              13
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## 5292  80           Private            157778         Masters              14
## 5293  21           Private            143604    Some-college              10
## 5294  35  Self-emp-not-inc            319831    Some-college              10
## 5295  77                 ?            132728         Masters              14
## 5296  30           Private            137606         HS-grad               9
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## 5300  53  Self-emp-not-inc             34973    Some-college              10
## 5301  41           Private            323790         HS-grad               9
## 5302  57           Private            319733       Bachelors              13
## 5303  21                 ?            180339    Some-college              10
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## 5305  28           Private             60772       Bachelors              13
## 5306  42       Federal-gov             74680         Masters              14
## 5307  29  Self-emp-not-inc            141185    Some-college              10
## 5308  38                 ?            204668       Assoc-voc              11
## 5309  26           Private            273792    Some-college              10
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## 5311  40           Private            343068    Some-college              10
## 5312  36  Self-emp-not-inc            177907       Doctorate              16
## 5313  28           Private            144063         HS-grad               9
## 5314  25  Self-emp-not-inc            257574       Bachelors              13
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## 5317  32           Private            152940      Assoc-acdm              12
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## 5319  39         Local-gov             45607         HS-grad               9
## 5320  49           Private            155489       Bachelors              13
## 5321  28                 ?            230704         HS-grad               9
## 5322  24                 ?            267955             9th               5
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## 5328  52           Private            145548      Assoc-acdm              12
## 5329  27           Private            175262       Bachelors              13
## 5330  45         Local-gov             37306       Bachelors              13
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## 5333  23           Private            174626         HS-grad               9
## 5334  35           Private            215310            11th               7
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## 5336  49           Private            204057      Assoc-acdm              12
## 5337  25           Private            391591            12th               8
## 5338  47           Private            169092         Masters              14
## 5339  28           Private            230743      Assoc-acdm              12
## 5340  20           Private            190963    Some-college              10
## 5341  74                 ?            204840         5th-6th               3
## 5342  19           Private            169853         HS-grad               9
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## 5344  31           Private            202822    Some-college              10
## 5345  61                 ?            226989    Some-college              10
## 5346  30           Private            140011       Assoc-voc              11
## 5347  20                 ?            432376    Some-college              10
## 5348  35           Private             90273         7th-8th               4
## 5349  23           Private            224424       Bachelors              13
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## 5351  19           Private            571853         HS-grad               9
## 5352  30           Private            156464         Masters              14
## 5353  26           Private            108542         HS-grad               9
## 5354  34         Local-gov            194325         HS-grad               9
## 5355  49           Private            114797       Bachelors              13
## 5356  35           Private             40135    Some-college              10
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## 5624  41                 ?            230020         5th-6th               3
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## 5754  40                 ?            161285    Some-college              10
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## 5766  32         Local-gov            217296         HS-grad               9
## 5767  62                 ?             97231    Some-college              10
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## 5769  49       Federal-gov            420282    Some-college              10
## 5770  48           Private            498325      Assoc-acdm              12
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## 6596  45      Self-emp-inc            191776         Masters              14
## 6597  28           Private            125527    Some-college              10
## 6598  19           Private             38294         HS-grad               9
## 6599  43           Private            313022         HS-grad               9
## 6600  39           Private            179668       Bachelors              13
## 6601  33           Private            198660       Bachelors              13
## 6602  44           Private            216116         HS-grad               9
## 6603  62           Private            200922         7th-8th               4
## 6604  40           Private            153372    Some-college              10
## 6605  41           Private            406603         HS-grad               9
## 6606  23         Local-gov            248344    Some-college              10
## 6607  48           Private            240629         HS-grad               9
## 6608  38           Private            314310         Masters              14
## 6609  37           Private            259785         Masters              14
## 6610  45           Private            127111         Masters              14
## 6611  29           Private            178272         HS-grad               9
## 6612  66         Local-gov             75134         HS-grad               9
## 6613  19           Private            195985         HS-grad               9
## 6614  23           Private            221955             9th               5
## 6615  34           Private            177675       Bachelors              13
## 6616  39           Private            182828         Masters              14
## 6617  33  Self-emp-not-inc            270889         HS-grad               9
## 6618  43           Private            183096    Some-college              10
## 6619  27           Private            336951         HS-grad               9
## 6620  33         State-gov            295589    Some-college              10
## 6621  26           Private            289980         5th-6th               3
## 6622  56      Self-emp-inc             70720         Masters              14
## 6623  46           Private            163352         HS-grad               9
## 6624  38           Private            190776      Assoc-acdm              12
## 6625  90           Private            313986            11th               7
## 6626  72      Self-emp-inc            473748    Some-college              10
## 6627  20           Private            163003         HS-grad               9
## 6628  29           Private            183061         HS-grad               9
## 6629  49           Private            123584            11th               7
## 6630  23           Private            120910         HS-grad               9
## 6631  20           Private            227554    Some-college              10
## 6632  57           Private            182677       Bachelors              13
## 6633  46           Private            214955      Assoc-acdm              12
## 6634  33           Private            209768       Bachelors              13
## 6635  24           Private            258120       Bachelors              13
## 6636  49           Private            110015       Assoc-voc              11
## 6637  54           Private            152652         HS-grad               9
## 6638  46       Federal-gov             43206       Doctorate              16
## 6639  31  Self-emp-not-inc            114639       Assoc-voc              11
## 6640  43      Self-emp-inc            221172     Prof-school              15
## 6641  18                 ?            128538    Some-college              10
## 6642  19           Private            131615         HS-grad               9
## 6643  46           Private            353824      Assoc-acdm              12
## 6644  43           Private            178417       Bachelors              13
## 6645  58           Private            178644         HS-grad               9
## 6646  43  Self-emp-not-inc            271665         HS-grad               9
## 6647  37                 ?            223732    Some-college              10
## 6648  21       Federal-gov            169003            12th               8
## 6649  52         State-gov            338816         Masters              14
## 6650  34           Private            506858       Assoc-voc              11
## 6651  28           Private            265628       Assoc-voc              11
## 6652  34           Private            173495         HS-grad               9
## 6653  29           Private            177413         HS-grad               9
## 6654  39           Private             31670         HS-grad               9
## 6655  49           Private            154451            11th               7
## 6656  35           Private            265535    Some-college              10
## 6657  31           Private            118941    Some-college              10
## 6658  18           Private            214617    Some-college              10
## 6659  47         Local-gov            265097         HS-grad               9
## 6660  46           Private            276087         HS-grad               9
## 6661  43           Private            124692       Bachelors              13
## 6662  51       Federal-gov            306784         HS-grad               9
## 6663  21           Private            434102    Some-college              10
## 6664  18                 ?            387641    Some-college              10
## 6665  31         State-gov            181824       Bachelors              13
## 6666  39         Local-gov            177907         HS-grad               9
##              marital_status         occupation  household_role
## 1             Never-married       Adm-clerical   Not-in-family
## 2        Married-civ-spouse    Exec-managerial         Husband
## 3                  Divorced  Handlers-cleaners   Not-in-family
## 4        Married-civ-spouse  Handlers-cleaners         Husband
## 5        Married-civ-spouse     Prof-specialty            Wife
## 6        Married-civ-spouse    Exec-managerial            Wife
## 7     Married-spouse-absent      Other-service   Not-in-family
## 8        Married-civ-spouse    Exec-managerial         Husband
## 9             Never-married     Prof-specialty   Not-in-family
## 10       Married-civ-spouse    Exec-managerial         Husband
## 11       Married-civ-spouse    Exec-managerial         Husband
## 12       Married-civ-spouse     Prof-specialty         Husband
## 13            Never-married       Adm-clerical       Own-child
## 14            Never-married              Sales   Not-in-family
## 15       Married-civ-spouse       Craft-repair         Husband
## 16       Married-civ-spouse   Transport-moving         Husband
## 17            Never-married    Farming-fishing       Own-child
## 18            Never-married  Machine-op-inspct       Unmarried
## 19       Married-civ-spouse              Sales         Husband
## 20                 Divorced    Exec-managerial       Unmarried
## 21       Married-civ-spouse     Prof-specialty         Husband
## 22                Separated      Other-service       Unmarried
## 23       Married-civ-spouse    Farming-fishing         Husband
## 24       Married-civ-spouse   Transport-moving         Husband
## 25                 Divorced       Tech-support       Unmarried
## 26       Married-civ-spouse       Tech-support         Husband
## 27            Never-married       Craft-repair       Own-child
## 28       Married-civ-spouse                  ?         Husband
## 29                 Divorced    Exec-managerial   Not-in-family
## 30       Married-civ-spouse       Craft-repair         Husband
## 31            Never-married    Protective-serv   Not-in-family
## 32            Never-married              Sales       Own-child
## 33                 Divorced    Exec-managerial       Own-child
## 34       Married-civ-spouse       Adm-clerical       Own-child
## 35       Married-civ-spouse      Other-service         Husband
## 36            Never-married  Machine-op-inspct       Unmarried
## 37            Never-married  Machine-op-inspct       Own-child
## 38        Married-AF-spouse       Adm-clerical            Wife
## 39       Married-civ-spouse              Sales         Husband
## 40       Married-civ-spouse     Prof-specialty         Husband
## 41       Married-civ-spouse  Machine-op-inspct         Husband
## 42       Married-civ-spouse     Prof-specialty         Husband
## 43       Married-civ-spouse       Tech-support         Husband
## 44                Separated       Adm-clerical       Unmarried
## 45            Never-married  Handlers-cleaners   Not-in-family
## 46       Married-civ-spouse     Prof-specialty         Husband
## 47       Married-civ-spouse  Machine-op-inspct         Husband
## 48                 Divorced    Exec-managerial       Unmarried
## 49       Married-civ-spouse       Craft-repair         Husband
## 50            Never-married     Prof-specialty   Not-in-family
## 51       Married-civ-spouse    Exec-managerial            Wife
## 52            Never-married      Other-service       Own-child
## 53       Married-civ-spouse     Prof-specialty            Wife
## 54                 Divorced    Exec-managerial   Not-in-family
## 55                 Divorced    Exec-managerial   Not-in-family
## 56       Married-civ-spouse       Tech-support         Husband
## 57       Married-civ-spouse  Machine-op-inspct         Husband
## 58       Married-civ-spouse      Other-service         Husband
## 59       Married-civ-spouse       Adm-clerical         Husband
## 60       Married-civ-spouse  Machine-op-inspct         Husband
## 61       Married-civ-spouse              Sales         Husband
## 62    Married-spouse-absent                  ?   Not-in-family
## 63       Married-civ-spouse   Transport-moving         Husband
## 64       Married-civ-spouse     Prof-specialty         Husband
## 65                 Divorced       Tech-support   Not-in-family
## 66       Married-civ-spouse       Craft-repair         Husband
## 67                 Divorced       Adm-clerical   Not-in-family
## 68       Married-civ-spouse       Adm-clerical            Wife
## 69       Married-civ-spouse    Exec-managerial         Husband
## 70            Never-married                  ?       Own-child
## 71            Never-married     Prof-specialty       Own-child
## 72                Separated              Sales       Own-child
## 73       Married-civ-spouse              Sales         Husband
## 74            Never-married  Machine-op-inspct   Not-in-family
## 75       Married-civ-spouse     Prof-specialty  Other-relative
## 76            Never-married      Other-service       Own-child
## 77       Married-civ-spouse       Adm-clerical         Husband
## 78       Married-civ-spouse                  ?         Husband
## 79            Never-married      Other-service       Own-child
## 80       Married-civ-spouse    Farming-fishing         Husband
## 81            Never-married              Sales   Not-in-family
## 82       Married-civ-spouse      Other-service         Husband
## 83       Married-civ-spouse      Other-service            Wife
## 84       Married-civ-spouse              Sales         Husband
## 85                 Divorced       Craft-repair   Not-in-family
## 86                 Divorced              Sales       Own-child
## 87       Married-civ-spouse    Protective-serv         Husband
## 88       Married-civ-spouse     Prof-specialty         Husband
## 89            Never-married              Sales   Not-in-family
## 90            Never-married     Prof-specialty   Not-in-family
## 91       Married-civ-spouse     Prof-specialty         Husband
## 92                 Divorced       Craft-repair       Unmarried
## 93                 Divorced  Machine-op-inspct       Unmarried
## 94       Married-civ-spouse              Sales            Wife
## 95       Married-civ-spouse    Protective-serv         Husband
## 96            Never-married  Handlers-cleaners   Not-in-family
## 97       Married-civ-spouse     Prof-specialty         Husband
## 98       Married-civ-spouse              Sales         Husband
## 99                 Divorced    Exec-managerial       Unmarried
## 100           Never-married      Other-service       Own-child
## 101      Married-civ-spouse    Exec-managerial         Husband
## 102      Married-civ-spouse    Exec-managerial         Husband
## 103           Never-married     Prof-specialty   Not-in-family
## 104           Never-married       Tech-support       Own-child
## 105           Never-married       Craft-repair   Not-in-family
## 106      Married-civ-spouse       Craft-repair         Husband
## 107           Never-married                  ?       Own-child
## 108           Never-married  Handlers-cleaners       Own-child
## 109           Never-married       Adm-clerical   Not-in-family
## 110      Married-civ-spouse  Handlers-cleaners         Husband
## 111           Never-married              Sales  Other-relative
## 112      Married-civ-spouse     Prof-specialty         Husband
## 113      Married-civ-spouse      Other-service         Husband
## 114      Married-civ-spouse              Sales            Wife
## 115           Never-married  Machine-op-inspct       Own-child
## 116      Married-civ-spouse  Handlers-cleaners         Husband
## 117      Married-civ-spouse              Sales         Husband
## 118      Married-civ-spouse       Craft-repair         Husband
## 119      Married-civ-spouse              Sales         Husband
## 120           Never-married       Craft-repair   Not-in-family
## 121           Never-married      Other-service       Own-child
## 122      Married-civ-spouse    Exec-managerial         Husband
## 123           Never-married    Exec-managerial       Own-child
## 124      Married-civ-spouse     Prof-specialty         Husband
## 125           Never-married      Other-service       Own-child
## 126      Married-civ-spouse    Exec-managerial            Wife
## 127           Never-married       Adm-clerical       Own-child
## 128      Married-civ-spouse       Adm-clerical         Husband
## 129      Married-civ-spouse                  ?         Husband
## 130                Divorced       Craft-repair   Not-in-family
## 131           Never-married              Sales   Not-in-family
## 132           Never-married      Other-service   Not-in-family
## 133      Married-civ-spouse       Craft-repair         Husband
## 134      Married-civ-spouse              Sales         Husband
## 135                Divorced       Tech-support   Not-in-family
## 136      Married-civ-spouse     Prof-specialty         Husband
## 137      Married-civ-spouse       Craft-repair         Husband
## 138      Married-civ-spouse       Adm-clerical            Wife
## 139           Never-married              Sales       Own-child
## 140      Married-civ-spouse       Craft-repair         Husband
## 141      Married-civ-spouse       Craft-repair         Husband
## 142           Never-married              Sales       Own-child
## 143           Never-married      Other-service       Own-child
## 144           Never-married     Prof-specialty   Not-in-family
## 145           Never-married       Tech-support  Other-relative
## 146           Never-married   Transport-moving       Unmarried
## 147      Married-civ-spouse      Other-service         Husband
## 148                 Widowed      Other-service       Unmarried
## 149      Married-civ-spouse       Craft-repair         Husband
## 150                Divorced                  ?   Not-in-family
## 151                Divorced       Adm-clerical       Unmarried
## 152           Never-married       Adm-clerical   Not-in-family
## 153           Never-married    Exec-managerial  Other-relative
## 154           Never-married       Craft-repair       Own-child
## 155                Divorced                  ?   Not-in-family
## 156      Married-civ-spouse       Craft-repair         Husband
## 157           Never-married  Handlers-cleaners   Not-in-family
## 158               Separated              Sales       Unmarried
## 159                Divorced       Craft-repair   Not-in-family
## 160               Separated      Other-service  Other-relative
## 161                Divorced                  ?   Not-in-family
## 162           Never-married      Other-service       Unmarried
## 163                Divorced    Exec-managerial       Unmarried
## 164           Never-married    Exec-managerial   Not-in-family
## 165      Married-civ-spouse              Sales         Husband
## 166                Divorced      Other-service       Unmarried
## 167           Never-married    Exec-managerial   Not-in-family
## 168                 Widowed    Protective-serv       Unmarried
## 169           Never-married  Handlers-cleaners       Own-child
## 170                 Widowed     Prof-specialty   Not-in-family
## 171           Never-married      Other-service   Not-in-family
## 172      Married-civ-spouse    Protective-serv         Husband
## 173      Married-civ-spouse              Sales         Husband
## 174           Never-married       Craft-repair   Not-in-family
## 175      Married-civ-spouse     Prof-specialty         Husband
## 176   Married-spouse-absent              Sales       Unmarried
## 177           Never-married       Craft-repair       Own-child
## 178           Never-married  Handlers-cleaners   Not-in-family
## 179           Never-married      Other-service       Own-child
## 180      Married-civ-spouse     Prof-specialty         Husband
## 181      Married-civ-spouse    Exec-managerial         Husband
## 182                Divorced       Adm-clerical   Not-in-family
## 183           Never-married       Craft-repair   Not-in-family
## 184      Married-civ-spouse  Machine-op-inspct         Husband
## 185      Married-civ-spouse       Adm-clerical         Husband
## 186      Married-civ-spouse       Adm-clerical         Husband
## 187                Divorced    Exec-managerial   Not-in-family
## 188                Divorced                  ?   Not-in-family
## 189      Married-civ-spouse     Prof-specialty            Wife
## 190      Married-civ-spouse     Prof-specialty         Husband
## 191                Divorced  Machine-op-inspct   Not-in-family
## 192      Married-civ-spouse  Machine-op-inspct         Husband
## 193      Married-civ-spouse       Craft-repair         Husband
## 194      Married-civ-spouse       Tech-support         Husband
## 195      Married-civ-spouse       Tech-support         Husband
## 196      Married-civ-spouse   Transport-moving  Other-relative
## 197                Divorced       Craft-repair   Not-in-family
## 198           Never-married    Exec-managerial   Not-in-family
## 199      Married-civ-spouse     Prof-specialty  Other-relative
## 200           Never-married              Sales   Not-in-family
## 201           Never-married     Prof-specialty   Not-in-family
## 202           Never-married                  ?       Own-child
## 203      Married-civ-spouse    Exec-managerial         Husband
## 204           Never-married     Prof-specialty   Not-in-family
## 205                Divorced       Adm-clerical       Unmarried
## 206           Never-married              Sales       Own-child
## 207      Married-civ-spouse      Other-service         Husband
## 208                Divorced       Craft-repair   Not-in-family
## 209      Married-civ-spouse              Sales            Wife
## 210           Never-married              Sales       Own-child
## 211      Married-civ-spouse   Transport-moving         Husband
## 212      Married-civ-spouse       Craft-repair         Husband
## 213           Never-married              Sales   Not-in-family
## 214      Married-civ-spouse       Craft-repair         Husband
## 215      Married-civ-spouse  Machine-op-inspct         Husband
## 216           Never-married    Exec-managerial   Not-in-family
## 217                Divorced              Sales   Not-in-family
## 218      Married-civ-spouse              Sales         Husband
## 219      Married-civ-spouse     Prof-specialty         Husband
## 220           Never-married       Craft-repair   Not-in-family
## 221      Married-civ-spouse  Handlers-cleaners         Husband
## 222                Divorced                  ?   Not-in-family
## 223           Never-married      Other-service   Not-in-family
## 224      Married-civ-spouse       Adm-clerical         Husband
## 225           Never-married  Machine-op-inspct   Not-in-family
## 226           Never-married              Sales       Own-child
## 227                Divorced                  ?   Not-in-family
## 228      Married-civ-spouse    Farming-fishing         Husband
## 229                 Widowed       Adm-clerical   Not-in-family
## 230                Divorced       Adm-clerical   Not-in-family
## 231               Separated   Transport-moving   Not-in-family
## 232                Divorced              Sales       Unmarried
## 233           Never-married       Adm-clerical   Not-in-family
## 234                Divorced       Craft-repair  Other-relative
## 235           Never-married     Prof-specialty   Not-in-family
## 236      Married-civ-spouse      Other-service         Husband
## 237           Never-married       Adm-clerical   Not-in-family
## 238      Married-civ-spouse    Exec-managerial         Husband
## 239      Married-civ-spouse    Exec-managerial         Husband
## 240           Never-married   Transport-moving       Own-child
## 241      Married-civ-spouse     Prof-specialty         Husband
## 242      Married-civ-spouse      Other-service            Wife
## 243      Married-civ-spouse    Protective-serv         Husband
## 244           Never-married                  ?       Own-child
## 245                Divorced       Craft-repair   Not-in-family
## 246      Married-civ-spouse       Adm-clerical         Husband
## 247      Married-civ-spouse       Adm-clerical         Husband
## 248           Never-married      Other-service   Not-in-family
## 249      Married-civ-spouse       Tech-support         Husband
## 250      Married-civ-spouse       Adm-clerical         Husband
## 251      Married-civ-spouse     Prof-specialty            Wife
## 252      Married-civ-spouse       Adm-clerical            Wife
## 253                 Widowed      Other-service       Unmarried
## 254           Never-married       Adm-clerical       Own-child
## 255           Never-married   Transport-moving   Not-in-family
## 256      Married-civ-spouse    Farming-fishing         Husband
## 257           Never-married      Other-service       Own-child
## 258               Separated      Other-service   Not-in-family
## 259                 Widowed    Exec-managerial   Not-in-family
## 260                Divorced       Craft-repair   Not-in-family
## 261                Divorced     Prof-specialty       Own-child
## 262      Married-civ-spouse              Sales         Husband
## 263           Never-married      Other-service       Own-child
## 264      Married-civ-spouse              Sales         Husband
## 265      Married-civ-spouse       Craft-repair         Husband
## 266      Married-civ-spouse    Exec-managerial         Husband
## 267           Never-married                  ?       Own-child
## 268      Married-civ-spouse    Exec-managerial         Husband
## 269           Never-married     Prof-specialty   Not-in-family
## 270      Married-civ-spouse       Craft-repair            Wife
## 271      Married-civ-spouse    Exec-managerial         Husband
## 272           Never-married      Other-service       Own-child
## 273      Married-civ-spouse    Farming-fishing         Husband
## 274           Never-married     Prof-specialty       Own-child
## 275                Divorced     Prof-specialty       Own-child
## 276      Married-civ-spouse  Handlers-cleaners         Husband
## 277      Married-civ-spouse       Craft-repair         Husband
## 278           Never-married    Exec-managerial   Not-in-family
## 279           Never-married       Tech-support       Own-child
## 280      Married-civ-spouse  Machine-op-inspct            Wife
## 281           Never-married     Prof-specialty   Not-in-family
## 282      Married-civ-spouse       Craft-repair         Husband
## 283                Divorced              Sales       Unmarried
## 284                Divorced     Prof-specialty   Not-in-family
## 285           Never-married  Handlers-cleaners       Own-child
## 286      Married-civ-spouse              Sales         Husband
## 287      Married-civ-spouse     Prof-specialty         Husband
## 288                Divorced      Other-service   Not-in-family
## 289           Never-married    Exec-managerial   Not-in-family
## 290      Married-civ-spouse       Craft-repair         Husband
## 291      Married-civ-spouse     Prof-specialty         Husband
## 292                Divorced     Prof-specialty   Not-in-family
## 293           Never-married    Protective-serv   Not-in-family
## 294           Never-married              Sales       Own-child
## 295           Never-married       Tech-support       Unmarried
## 296      Married-civ-spouse   Transport-moving         Husband
## 297                Divorced              Sales   Not-in-family
## 298      Married-civ-spouse                  ?            Wife
## 299           Never-married       Craft-repair       Own-child
## 300                Divorced              Sales   Not-in-family
## 301      Married-civ-spouse       Adm-clerical         Husband
## 302           Never-married      Other-service   Not-in-family
## 303      Married-civ-spouse   Transport-moving         Husband
## 304      Married-civ-spouse              Sales         Husband
## 305      Married-civ-spouse       Adm-clerical            Wife
## 306                Divorced       Adm-clerical   Not-in-family
## 307           Never-married       Tech-support   Not-in-family
## 308           Never-married     Prof-specialty   Not-in-family
## 309      Married-civ-spouse       Adm-clerical         Husband
## 310      Married-civ-spouse    Farming-fishing         Husband
## 311           Never-married              Sales   Not-in-family
## 312      Married-civ-spouse    Exec-managerial         Husband
## 313           Never-married                  ?       Own-child
## 314                Divorced     Prof-specialty   Not-in-family
## 315           Never-married              Sales       Own-child
## 316           Never-married  Machine-op-inspct   Not-in-family
## 317      Married-civ-spouse              Sales         Husband
## 318      Married-civ-spouse  Machine-op-inspct  Other-relative
## 319           Never-married       Tech-support   Not-in-family
## 320                 Widowed      Other-service   Not-in-family
## 321      Married-civ-spouse    Exec-managerial         Husband
## 322      Married-civ-spouse       Craft-repair         Husband
## 323                Divorced   Transport-moving   Not-in-family
## 324           Never-married    Exec-managerial   Not-in-family
## 325      Married-civ-spouse       Craft-repair         Husband
## 326      Married-civ-spouse    Farming-fishing         Husband
## 327           Never-married                  ?       Own-child
## 328      Married-civ-spouse     Prof-specialty            Wife
## 329      Married-civ-spouse  Handlers-cleaners         Husband
## 330           Never-married   Transport-moving   Not-in-family
## 331           Never-married       Craft-repair   Not-in-family
## 332           Never-married       Adm-clerical   Not-in-family
## 333           Never-married      Other-service   Not-in-family
## 334      Married-civ-spouse       Adm-clerical         Husband
## 335      Married-civ-spouse   Transport-moving         Husband
## 336           Never-married      Other-service  Other-relative
## 337           Never-married       Craft-repair  Other-relative
## 338           Never-married     Prof-specialty   Not-in-family
## 339           Never-married              Sales       Unmarried
## 340      Married-civ-spouse      Other-service         Husband
## 341           Never-married              Sales   Not-in-family
## 342      Married-civ-spouse       Craft-repair         Husband
## 343      Married-civ-spouse    Protective-serv         Husband
## 344           Never-married    Farming-fishing   Not-in-family
## 345           Never-married    Protective-serv       Own-child
## 346           Never-married              Sales   Not-in-family
## 347      Married-civ-spouse                  ?         Husband
## 348                Divorced                  ?       Unmarried
## 349   Married-spouse-absent      Other-service   Not-in-family
## 350           Never-married     Prof-specialty       Own-child
## 351      Married-civ-spouse    Exec-managerial         Husband
## 352      Married-civ-spouse      Other-service         Husband
## 353      Married-civ-spouse    Exec-managerial         Husband
## 354      Married-civ-spouse   Transport-moving         Husband
## 355      Married-civ-spouse                  ?         Husband
## 356      Married-civ-spouse       Adm-clerical         Husband
## 357                 Widowed      Other-service       Unmarried
## 358      Married-civ-spouse       Tech-support         Husband
## 359      Married-civ-spouse       Adm-clerical            Wife
## 360      Married-civ-spouse       Craft-repair         Husband
## 361      Married-civ-spouse      Other-service            Wife
## 362      Married-civ-spouse     Prof-specialty         Husband
## 363      Married-civ-spouse   Transport-moving         Husband
## 364                Divorced    Exec-managerial   Not-in-family
## 365   Married-spouse-absent              Sales   Not-in-family
## 366      Married-civ-spouse       Craft-repair         Husband
## 367      Married-civ-spouse              Sales         Husband
## 368           Never-married              Sales   Not-in-family
## 369                Divorced    Exec-managerial   Not-in-family
## 370                Divorced              Sales       Unmarried
## 371           Never-married       Adm-clerical       Unmarried
## 372           Never-married      Other-service       Own-child
## 373      Married-civ-spouse  Machine-op-inspct         Husband
## 374      Married-civ-spouse  Machine-op-inspct         Husband
## 375           Never-married       Craft-repair   Not-in-family
## 376           Never-married       Adm-clerical       Own-child
## 377      Married-civ-spouse       Craft-repair            Wife
## 378           Never-married              Sales   Not-in-family
## 379                Divorced    Exec-managerial   Not-in-family
## 380      Married-civ-spouse              Sales         Husband
## 381                Divorced   Transport-moving   Not-in-family
## 382                Divorced       Craft-repair   Not-in-family
## 383      Married-civ-spouse       Craft-repair         Husband
## 384                Divorced              Sales   Not-in-family
## 385      Married-civ-spouse   Transport-moving            Wife
## 386           Never-married      Other-service   Not-in-family
## 387               Separated  Machine-op-inspct   Not-in-family
## 388      Married-civ-spouse       Adm-clerical            Wife
## 389           Never-married       Adm-clerical       Own-child
## 390           Never-married      Other-service  Other-relative
## 391      Married-civ-spouse      Other-service            Wife
## 392           Never-married       Craft-repair   Not-in-family
## 393               Separated       Craft-repair   Not-in-family
## 394      Married-civ-spouse    Exec-managerial         Husband
## 395           Never-married      Other-service   Not-in-family
## 396      Married-civ-spouse       Tech-support         Husband
## 397                Divorced  Handlers-cleaners       Unmarried
## 398           Never-married                  ?  Other-relative
## 399      Married-civ-spouse    Exec-managerial         Husband
## 400      Married-civ-spouse    Exec-managerial         Husband
## 401           Never-married  Handlers-cleaners       Own-child
## 402           Never-married      Other-service   Not-in-family
## 403      Married-civ-spouse    Protective-serv         Husband
## 404                Divorced       Tech-support   Not-in-family
## 405      Married-civ-spouse  Handlers-cleaners         Husband
## 406      Married-civ-spouse    Exec-managerial         Husband
## 407      Married-civ-spouse       Adm-clerical         Husband
## 408      Married-civ-spouse       Craft-repair         Husband
## 409      Married-civ-spouse                  ?            Wife
## 410      Married-civ-spouse    Exec-managerial         Husband
## 411                Divorced      Other-service   Not-in-family
## 412           Never-married  Handlers-cleaners       Unmarried
## 413                Divorced    Exec-managerial       Unmarried
## 414      Married-civ-spouse    Exec-managerial         Husband
## 415      Married-civ-spouse  Machine-op-inspct         Husband
## 416                Divorced       Craft-repair   Not-in-family
## 417      Married-civ-spouse  Machine-op-inspct         Husband
## 418           Never-married      Other-service       Own-child
## 419               Separated  Machine-op-inspct   Not-in-family
## 420                Divorced   Transport-moving       Unmarried
## 421      Married-civ-spouse              Sales         Husband
## 422           Never-married  Handlers-cleaners       Own-child
## 423      Married-civ-spouse    Exec-managerial            Wife
## 424                Divorced    Farming-fishing   Not-in-family
## 425           Never-married       Craft-repair       Unmarried
## 426      Married-civ-spouse   Transport-moving         Husband
## 427           Never-married     Prof-specialty   Not-in-family
## 428           Never-married  Handlers-cleaners   Not-in-family
## 429      Married-civ-spouse    Exec-managerial         Husband
## 430      Married-civ-spouse     Prof-specialty         Husband
## 431                 Widowed                  ?   Not-in-family
## 432           Never-married                  ?       Own-child
## 433   Married-spouse-absent     Prof-specialty   Not-in-family
## 434      Married-civ-spouse      Other-service            Wife
## 435           Never-married       Craft-repair       Own-child
## 436      Married-civ-spouse     Prof-specialty         Husband
## 437           Never-married    Farming-fishing   Not-in-family
## 438           Never-married    Protective-serv   Not-in-family
## 439      Married-civ-spouse       Adm-clerical         Husband
## 440      Married-civ-spouse       Adm-clerical            Wife
## 441           Never-married     Prof-specialty   Not-in-family
## 442                Divorced       Adm-clerical   Not-in-family
## 443           Never-married       Armed-Forces       Own-child
## 444      Married-civ-spouse     Prof-specialty         Husband
## 445           Never-married       Craft-repair  Other-relative
## 446           Never-married              Sales   Not-in-family
## 447                 Widowed    Exec-managerial       Unmarried
## 448      Married-civ-spouse       Craft-repair         Husband
## 449      Married-civ-spouse  Machine-op-inspct         Husband
## 450           Never-married                  ?       Own-child
## 451           Never-married  Machine-op-inspct       Own-child
## 452      Married-civ-spouse       Craft-repair         Husband
## 453      Married-civ-spouse       Craft-repair         Husband
## 454      Married-civ-spouse    Exec-managerial         Husband
## 455      Married-civ-spouse              Sales            Wife
## 456      Married-civ-spouse  Machine-op-inspct         Husband
## 457      Married-civ-spouse    Exec-managerial            Wife
## 458      Married-civ-spouse   Transport-moving         Husband
## 459      Married-civ-spouse   Transport-moving         Husband
## 460      Married-civ-spouse                  ?         Husband
## 461           Never-married    Farming-fishing       Own-child
## 462      Married-civ-spouse   Transport-moving         Husband
## 463      Married-civ-spouse     Prof-specialty         Husband
## 464   Married-spouse-absent       Craft-repair       Unmarried
## 465           Never-married       Tech-support   Not-in-family
## 466      Married-civ-spouse       Adm-clerical            Wife
## 467                Divorced   Transport-moving       Unmarried
## 468      Married-civ-spouse   Transport-moving         Husband
## 469      Married-civ-spouse    Exec-managerial         Husband
## 470      Married-civ-spouse       Tech-support            Wife
## 471           Never-married     Prof-specialty       Unmarried
## 472           Never-married                  ?       Own-child
## 473           Never-married       Craft-repair   Not-in-family
## 474           Never-married   Transport-moving   Not-in-family
## 475                Divorced      Other-service   Not-in-family
## 476           Never-married       Craft-repair   Not-in-family
## 477           Never-married      Other-service   Not-in-family
## 478           Never-married  Handlers-cleaners       Own-child
## 479           Never-married      Other-service   Not-in-family
## 480           Never-married      Other-service       Unmarried
## 481      Married-civ-spouse       Craft-repair         Husband
## 482      Married-civ-spouse       Craft-repair         Husband
## 483           Never-married     Prof-specialty   Not-in-family
## 484   Married-spouse-absent       Craft-repair       Unmarried
## 485           Never-married                  ?  Other-relative
## 486   Married-spouse-absent       Adm-clerical       Own-child
## 487      Married-civ-spouse                  ?         Husband
## 488      Married-civ-spouse   Transport-moving         Husband
## 489                Divorced     Prof-specialty       Unmarried
## 490      Married-civ-spouse              Sales         Husband
## 491           Never-married      Other-service   Not-in-family
## 492                Divorced       Adm-clerical   Not-in-family
## 493           Never-married    Exec-managerial   Not-in-family
## 494                Divorced     Prof-specialty       Unmarried
## 495           Never-married       Craft-repair       Own-child
## 496                Divorced       Adm-clerical       Unmarried
## 497           Never-married  Machine-op-inspct       Own-child
## 498           Never-married      Other-service       Own-child
## 499           Never-married     Prof-specialty   Not-in-family
## 500      Married-civ-spouse                  ?         Husband
## 501           Never-married    Farming-fishing   Not-in-family
## 502      Married-civ-spouse   Transport-moving         Husband
## 503      Married-civ-spouse       Adm-clerical         Husband
## 504                Divorced      Other-service       Unmarried
## 505           Never-married              Sales   Not-in-family
## 506           Never-married    Exec-managerial   Not-in-family
## 507           Never-married    Protective-serv       Own-child
## 508      Married-civ-spouse    Exec-managerial         Husband
## 509               Separated       Adm-clerical       Unmarried
## 510                Divorced      Other-service       Unmarried
## 511   Married-spouse-absent  Handlers-cleaners       Unmarried
## 512                 Widowed                  ?       Unmarried
## 513           Never-married       Craft-repair   Not-in-family
## 514      Married-civ-spouse     Prof-specialty         Husband
## 515                Divorced       Craft-repair   Not-in-family
## 516                 Widowed                  ?       Unmarried
## 517           Never-married       Adm-clerical   Not-in-family
## 518           Never-married                  ?       Own-child
## 519           Never-married                  ?       Unmarried
## 520      Married-civ-spouse     Prof-specialty         Husband
## 521      Married-civ-spouse    Exec-managerial         Husband
## 522      Married-civ-spouse    Exec-managerial         Husband
## 523                Divorced  Handlers-cleaners   Not-in-family
## 524      Married-civ-spouse       Tech-support         Husband
## 525                Divorced  Machine-op-inspct       Unmarried
## 526      Married-civ-spouse              Sales            Wife
## 527      Married-civ-spouse    Exec-managerial         Husband
## 528                Divorced       Adm-clerical   Not-in-family
## 529      Married-civ-spouse       Craft-repair         Husband
## 530      Married-civ-spouse     Prof-specialty         Husband
## 531                Divorced  Machine-op-inspct       Unmarried
## 532           Never-married  Machine-op-inspct   Not-in-family
## 533      Married-civ-spouse      Other-service         Husband
## 534      Married-civ-spouse    Exec-managerial            Wife
## 535      Married-civ-spouse     Prof-specialty         Husband
## 536      Married-civ-spouse       Tech-support         Husband
## 537                 Widowed    Priv-house-serv   Not-in-family
## 538               Separated       Craft-repair   Not-in-family
## 539           Never-married    Farming-fishing   Not-in-family
## 540           Never-married                  ?       Unmarried
## 541      Married-civ-spouse   Transport-moving         Husband
## 542           Never-married     Prof-specialty       Own-child
## 543           Never-married  Handlers-cleaners       Unmarried
## 544           Never-married   Transport-moving   Not-in-family
## 545      Married-civ-spouse              Sales         Husband
## 546           Never-married  Handlers-cleaners   Not-in-family
## 547      Married-civ-spouse      Other-service            Wife
## 548      Married-civ-spouse    Protective-serv         Husband
## 549           Never-married  Handlers-cleaners       Own-child
## 550           Never-married       Craft-repair       Unmarried
## 551                Divorced    Exec-managerial   Not-in-family
## 552               Separated      Other-service       Unmarried
## 553                 Widowed       Adm-clerical       Unmarried
## 554      Married-civ-spouse  Machine-op-inspct            Wife
## 555                Divorced       Craft-repair       Unmarried
## 556           Never-married  Machine-op-inspct   Not-in-family
## 557      Married-civ-spouse  Machine-op-inspct         Husband
## 558               Separated       Adm-clerical       Unmarried
## 559      Married-civ-spouse       Tech-support            Wife
## 560      Married-civ-spouse      Other-service         Husband
## 561           Never-married   Transport-moving   Not-in-family
## 562      Married-civ-spouse              Sales         Husband
## 563      Married-civ-spouse     Prof-specialty         Husband
## 564           Never-married  Handlers-cleaners       Unmarried
## 565      Married-civ-spouse     Prof-specialty         Husband
## 566           Never-married  Handlers-cleaners       Own-child
## 567      Married-civ-spouse    Exec-managerial         Husband
## 568               Separated      Other-service       Unmarried
## 569               Separated       Craft-repair   Not-in-family
## 570                Divorced    Exec-managerial       Unmarried
## 571           Never-married       Craft-repair       Own-child
## 572      Married-civ-spouse     Prof-specialty         Husband
## 573           Never-married              Sales       Own-child
## 574      Married-civ-spouse       Craft-repair         Husband
## 575           Never-married     Prof-specialty   Not-in-family
## 576      Married-civ-spouse    Exec-managerial            Wife
## 577           Never-married                  ?       Own-child
## 578                Divorced              Sales       Unmarried
## 579           Never-married     Prof-specialty   Not-in-family
## 580      Married-civ-spouse       Craft-repair         Husband
## 581      Married-civ-spouse                  ?         Husband
## 582      Married-civ-spouse              Sales         Husband
## 583      Married-civ-spouse       Craft-repair         Husband
## 584      Married-civ-spouse  Machine-op-inspct         Husband
## 585           Never-married       Tech-support   Not-in-family
## 586           Never-married              Sales       Own-child
## 587           Never-married       Adm-clerical   Not-in-family
## 588           Never-married      Other-service       Own-child
## 589      Married-civ-spouse       Craft-repair         Husband
## 590                Divorced     Prof-specialty   Not-in-family
## 591      Married-civ-spouse                  ?         Husband
## 592      Married-civ-spouse                  ?            Wife
## 593           Never-married   Transport-moving   Not-in-family
## 594      Married-civ-spouse     Prof-specialty         Husband
## 595           Never-married       Adm-clerical       Own-child
## 596           Never-married              Sales       Own-child
## 597           Never-married                  ?       Unmarried
## 598      Married-civ-spouse     Prof-specialty         Husband
## 599           Never-married       Tech-support   Not-in-family
## 600           Never-married     Prof-specialty   Not-in-family
## 601           Never-married       Tech-support   Not-in-family
## 602           Never-married       Adm-clerical       Own-child
## 603                Divorced      Other-service   Not-in-family
## 604      Married-civ-spouse      Other-service         Husband
## 605           Never-married    Farming-fishing   Not-in-family
## 606           Never-married       Adm-clerical       Unmarried
## 607      Married-civ-spouse       Craft-repair         Husband
## 608           Never-married       Craft-repair   Not-in-family
## 609               Separated    Exec-managerial   Not-in-family
## 610           Never-married      Other-service       Own-child
## 611                Divorced     Prof-specialty   Not-in-family
## 612           Never-married       Craft-repair   Not-in-family
## 613      Married-civ-spouse  Handlers-cleaners         Husband
## 614           Never-married     Prof-specialty       Own-child
## 615           Never-married      Other-service       Own-child
## 616           Never-married  Handlers-cleaners       Own-child
## 617      Married-civ-spouse   Transport-moving         Husband
## 618      Married-civ-spouse    Exec-managerial         Husband
## 619      Married-civ-spouse              Sales         Husband
## 620      Married-civ-spouse     Prof-specialty         Husband
## 621           Never-married              Sales       Own-child
## 622                 Widowed      Other-service   Not-in-family
## 623                 Widowed    Priv-house-serv       Unmarried
## 624      Married-civ-spouse   Transport-moving         Husband
## 625   Married-spouse-absent  Handlers-cleaners       Unmarried
## 626           Never-married    Farming-fishing       Own-child
## 627      Married-civ-spouse              Sales         Husband
## 628      Married-civ-spouse              Sales         Husband
## 629      Married-civ-spouse    Exec-managerial         Husband
## 630      Married-civ-spouse              Sales         Husband
## 631           Never-married      Other-service       Unmarried
## 632               Separated      Other-service       Unmarried
## 633      Married-civ-spouse       Craft-repair         Husband
## 634      Married-civ-spouse       Adm-clerical            Wife
## 635      Married-civ-spouse       Craft-repair         Husband
## 636           Never-married      Other-service       Own-child
## 637           Never-married  Handlers-cleaners   Not-in-family
## 638      Married-civ-spouse    Exec-managerial         Husband
## 639      Married-civ-spouse   Transport-moving         Husband
## 640      Married-civ-spouse     Prof-specialty         Husband
## 641                Divorced       Craft-repair   Not-in-family
## 642      Married-civ-spouse       Craft-repair         Husband
## 643           Never-married  Handlers-cleaners       Own-child
## 644      Married-civ-spouse              Sales         Husband
## 645      Married-civ-spouse       Craft-repair         Husband
## 646               Separated     Prof-specialty   Not-in-family
## 647                Divorced       Adm-clerical       Unmarried
## 648      Married-civ-spouse       Craft-repair         Husband
## 649      Married-civ-spouse                  ?         Husband
## 650      Married-civ-spouse       Tech-support         Husband
## 651           Never-married      Other-service       Own-child
## 652           Never-married    Exec-managerial  Other-relative
## 653      Married-civ-spouse     Prof-specialty         Husband
## 654               Separated    Exec-managerial   Not-in-family
## 655           Never-married  Machine-op-inspct       Own-child
## 656           Never-married       Adm-clerical       Unmarried
## 657                 Widowed                  ?       Unmarried
## 658      Married-civ-spouse       Craft-repair         Husband
## 659      Married-civ-spouse       Craft-repair         Husband
## 660      Married-civ-spouse  Machine-op-inspct         Husband
## 661      Married-civ-spouse  Handlers-cleaners         Husband
## 662           Never-married              Sales   Not-in-family
## 663           Never-married     Prof-specialty   Not-in-family
## 664           Never-married     Prof-specialty   Not-in-family
## 665           Never-married              Sales   Not-in-family
## 666                Divorced     Prof-specialty       Unmarried
## 667      Married-civ-spouse   Transport-moving         Husband
## 668      Married-civ-spouse       Craft-repair         Husband
## 669   Married-spouse-absent                  ?       Own-child
## 670           Never-married  Machine-op-inspct   Not-in-family
## 671                Divorced    Exec-managerial   Not-in-family
## 672           Never-married                  ?       Own-child
## 673           Never-married    Farming-fishing       Own-child
## 674      Married-civ-spouse    Exec-managerial         Husband
## 675      Married-civ-spouse              Sales         Husband
## 676           Never-married              Sales       Own-child
## 677           Never-married      Other-service       Own-child
## 678      Married-civ-spouse       Adm-clerical         Husband
## 679           Never-married       Craft-repair   Not-in-family
## 680                 Widowed    Exec-managerial   Not-in-family
## 681           Never-married    Protective-serv       Own-child
## 682      Married-civ-spouse       Craft-repair         Husband
## 683      Married-civ-spouse       Craft-repair         Husband
## 684               Separated    Exec-managerial       Unmarried
## 685           Never-married       Adm-clerical       Own-child
## 686                Divorced    Exec-managerial   Not-in-family
## 687           Never-married                  ?   Not-in-family
## 688      Married-civ-spouse     Prof-specialty            Wife
## 689           Never-married    Exec-managerial   Not-in-family
## 690           Never-married      Other-service  Other-relative
## 691      Married-civ-spouse    Farming-fishing         Husband
## 692           Never-married  Machine-op-inspct       Own-child
## 693      Married-civ-spouse     Prof-specialty         Husband
## 694           Never-married     Prof-specialty       Own-child
## 695           Never-married       Tech-support   Not-in-family
## 696           Never-married                  ?  Other-relative
## 697           Never-married     Prof-specialty   Not-in-family
## 698      Married-civ-spouse       Tech-support         Husband
## 699           Never-married     Prof-specialty       Own-child
## 700           Never-married              Sales       Own-child
## 701           Never-married     Prof-specialty   Not-in-family
## 702                 Widowed              Sales       Unmarried
## 703           Never-married  Handlers-cleaners       Own-child
## 704      Married-civ-spouse       Craft-repair         Husband
## 705                Divorced     Prof-specialty       Unmarried
## 706                Divorced    Exec-managerial       Own-child
## 707      Married-civ-spouse      Other-service         Husband
## 708           Never-married              Sales   Not-in-family
## 709      Married-civ-spouse       Craft-repair         Husband
## 710           Never-married      Other-service  Other-relative
## 711      Married-civ-spouse     Prof-specialty         Husband
## 712                Divorced       Adm-clerical       Unmarried
## 713               Separated     Prof-specialty   Not-in-family
## 714      Married-civ-spouse       Tech-support         Husband
## 715                Divorced       Adm-clerical       Unmarried
## 716               Separated      Other-service       Unmarried
## 717      Married-civ-spouse  Machine-op-inspct         Husband
## 718           Never-married       Tech-support       Own-child
## 719           Never-married              Sales       Own-child
## 720      Married-civ-spouse    Exec-managerial         Husband
## 721           Never-married      Other-service   Not-in-family
## 722      Married-civ-spouse       Craft-repair         Husband
## 723           Never-married     Prof-specialty   Not-in-family
## 724      Married-civ-spouse    Exec-managerial         Husband
## 725      Married-civ-spouse    Exec-managerial         Husband
## 726           Never-married     Prof-specialty   Not-in-family
## 727      Married-civ-spouse              Sales            Wife
## 728           Never-married      Other-service   Not-in-family
## 729      Married-civ-spouse      Other-service         Husband
## 730      Married-civ-spouse    Exec-managerial         Husband
## 731           Never-married      Other-service   Not-in-family
## 732                Divorced       Adm-clerical   Not-in-family
## 733      Married-civ-spouse       Adm-clerical         Husband
## 734           Never-married      Other-service       Own-child
## 735      Married-civ-spouse                  ?            Wife
## 736      Married-civ-spouse       Craft-repair         Husband
## 737           Never-married              Sales   Not-in-family
## 738      Married-civ-spouse     Prof-specialty         Husband
## 739                 Widowed      Other-service       Unmarried
## 740      Married-civ-spouse       Tech-support         Husband
## 741           Never-married      Other-service  Other-relative
## 742      Married-civ-spouse   Transport-moving         Husband
## 743           Never-married    Exec-managerial   Not-in-family
## 744           Never-married       Tech-support       Own-child
## 745           Never-married  Handlers-cleaners       Own-child
## 746      Married-civ-spouse     Prof-specialty            Wife
## 747      Married-civ-spouse   Transport-moving         Husband
## 748           Never-married       Adm-clerical       Own-child
## 749           Never-married       Craft-repair       Own-child
## 750      Married-civ-spouse     Prof-specialty         Husband
## 751      Married-civ-spouse    Exec-managerial         Husband
## 752           Never-married     Prof-specialty       Unmarried
## 753      Married-civ-spouse       Craft-repair         Husband
## 754           Never-married   Transport-moving       Unmarried
## 755           Never-married  Handlers-cleaners   Not-in-family
## 756           Never-married       Craft-repair       Own-child
## 757      Married-civ-spouse   Transport-moving         Husband
## 758           Never-married     Prof-specialty   Not-in-family
## 759      Married-civ-spouse       Adm-clerical            Wife
## 760           Never-married    Farming-fishing   Not-in-family
## 761           Never-married      Other-service   Not-in-family
## 762      Married-civ-spouse       Adm-clerical            Wife
## 763                Divorced    Protective-serv       Unmarried
## 764      Married-civ-spouse    Exec-managerial         Husband
## 765           Never-married              Sales   Not-in-family
## 766               Separated      Other-service       Unmarried
## 767   Married-spouse-absent      Other-service  Other-relative
## 768      Married-civ-spouse              Sales            Wife
## 769                Divorced              Sales   Not-in-family
## 770           Never-married  Machine-op-inspct   Not-in-family
## 771           Never-married    Farming-fishing   Not-in-family
## 772               Separated    Farming-fishing   Not-in-family
## 773                Divorced       Craft-repair       Unmarried
## 774      Married-civ-spouse       Tech-support            Wife
## 775           Never-married              Sales   Not-in-family
## 776                Divorced       Tech-support   Not-in-family
## 777                Divorced       Adm-clerical       Unmarried
## 778      Married-civ-spouse     Prof-specialty         Husband
## 779      Married-civ-spouse              Sales         Husband
## 780           Never-married       Tech-support   Not-in-family
## 781      Married-civ-spouse       Craft-repair         Husband
## 782           Never-married  Machine-op-inspct   Not-in-family
## 783      Married-civ-spouse    Exec-managerial         Husband
## 784      Married-civ-spouse    Exec-managerial         Husband
## 785           Never-married              Sales   Not-in-family
## 786                Divorced       Adm-clerical   Not-in-family
## 787      Married-civ-spouse    Farming-fishing         Husband
## 788           Never-married  Machine-op-inspct       Own-child
## 789      Married-civ-spouse                  ?         Husband
## 790           Never-married                  ?   Not-in-family
## 791      Married-civ-spouse       Tech-support         Husband
## 792      Married-civ-spouse       Tech-support         Husband
## 793           Never-married                  ?       Own-child
## 794           Never-married              Sales   Not-in-family
## 795      Married-civ-spouse   Transport-moving         Husband
## 796           Never-married      Other-service  Other-relative
## 797      Married-civ-spouse  Machine-op-inspct         Husband
## 798           Never-married  Machine-op-inspct   Not-in-family
## 799           Never-married       Tech-support   Not-in-family
## 800      Married-civ-spouse    Exec-managerial         Husband
## 801                Divorced       Craft-repair   Not-in-family
## 802           Never-married      Other-service       Own-child
## 803           Never-married    Farming-fishing       Unmarried
## 804                Divorced       Adm-clerical       Unmarried
## 805           Never-married              Sales       Own-child
## 806      Married-civ-spouse       Craft-repair         Husband
## 807   Married-spouse-absent                  ?  Other-relative
## 808      Married-civ-spouse     Prof-specialty         Husband
## 809      Married-civ-spouse     Prof-specialty         Husband
## 810           Never-married   Transport-moving       Own-child
## 811               Separated      Other-service       Own-child
## 812           Never-married                  ?       Own-child
## 813                Divorced    Exec-managerial   Not-in-family
## 814           Never-married       Adm-clerical       Own-child
## 815           Never-married    Farming-fishing       Own-child
## 816      Married-civ-spouse      Other-service            Wife
## 817           Never-married     Prof-specialty   Not-in-family
## 818      Married-civ-spouse       Craft-repair         Husband
## 819      Married-civ-spouse   Transport-moving         Husband
## 820      Married-civ-spouse   Transport-moving         Husband
## 821           Never-married       Adm-clerical       Unmarried
## 822           Never-married     Prof-specialty   Not-in-family
## 823           Never-married       Tech-support       Own-child
## 824                 Widowed       Adm-clerical   Not-in-family
## 825      Married-civ-spouse    Exec-managerial         Husband
## 826                 Widowed   Transport-moving       Unmarried
## 827                 Widowed      Other-service   Not-in-family
## 828               Separated  Machine-op-inspct       Unmarried
## 829           Never-married       Adm-clerical   Not-in-family
## 830           Never-married              Sales       Own-child
## 831      Married-civ-spouse                  ?         Husband
## 832      Married-civ-spouse       Adm-clerical            Wife
## 833           Never-married  Handlers-cleaners       Own-child
## 834      Married-civ-spouse    Exec-managerial         Husband
## 835                 Widowed                  ?   Not-in-family
## 836      Married-civ-spouse  Machine-op-inspct         Husband
## 837                Divorced       Adm-clerical   Not-in-family
## 838                Divorced     Prof-specialty   Not-in-family
## 839           Never-married    Exec-managerial   Not-in-family
## 840                 Widowed    Farming-fishing   Not-in-family
## 841           Never-married              Sales       Own-child
## 842      Married-civ-spouse       Craft-repair         Husband
## 843      Married-civ-spouse     Prof-specialty         Husband
## 844                 Widowed     Prof-specialty   Not-in-family
## 845      Married-civ-spouse       Craft-repair         Husband
## 846                Divorced     Prof-specialty   Not-in-family
## 847                Divorced      Other-service   Not-in-family
## 848      Married-civ-spouse    Exec-managerial         Husband
## 849      Married-civ-spouse       Craft-repair         Husband
## 850           Never-married       Craft-repair       Own-child
## 851                 Widowed     Prof-specialty   Not-in-family
## 852                Divorced       Adm-clerical   Not-in-family
## 853      Married-civ-spouse              Sales         Husband
## 854           Never-married     Prof-specialty   Not-in-family
## 855                Divorced     Prof-specialty       Own-child
## 856           Never-married   Transport-moving       Own-child
## 857           Never-married       Adm-clerical       Own-child
## 858      Married-civ-spouse      Other-service         Husband
## 859           Never-married     Prof-specialty       Own-child
## 860           Never-married    Exec-managerial   Not-in-family
## 861           Never-married       Adm-clerical       Own-child
## 862      Married-civ-spouse    Farming-fishing         Husband
## 863      Married-civ-spouse    Exec-managerial         Husband
## 864      Married-civ-spouse    Exec-managerial         Husband
## 865      Married-civ-spouse  Machine-op-inspct         Husband
## 866           Never-married              Sales   Not-in-family
## 867           Never-married  Handlers-cleaners   Not-in-family
## 868           Never-married              Sales       Own-child
## 869      Married-civ-spouse    Farming-fishing         Husband
## 870               Separated     Prof-specialty       Own-child
## 871      Married-civ-spouse    Exec-managerial         Husband
## 872           Never-married   Transport-moving       Own-child
## 873      Married-civ-spouse              Sales         Husband
## 874      Married-civ-spouse              Sales         Husband
## 875                Divorced      Other-service       Unmarried
## 876      Married-civ-spouse    Exec-managerial         Husband
## 877           Never-married  Handlers-cleaners       Unmarried
## 878                Divorced       Adm-clerical       Unmarried
## 879      Married-civ-spouse   Transport-moving         Husband
## 880           Never-married       Adm-clerical   Not-in-family
## 881                Divorced  Machine-op-inspct   Not-in-family
## 882      Married-civ-spouse       Adm-clerical  Other-relative
## 883      Married-civ-spouse       Craft-repair         Husband
## 884      Married-civ-spouse              Sales         Husband
## 885      Married-civ-spouse       Craft-repair            Wife
## 886      Married-civ-spouse                  ?         Husband
## 887           Never-married    Exec-managerial       Own-child
## 888      Married-civ-spouse       Craft-repair         Husband
## 889      Married-civ-spouse              Sales         Husband
## 890                Divorced       Tech-support   Not-in-family
## 891                Divorced                  ?       Unmarried
## 892           Never-married    Exec-managerial   Not-in-family
## 893      Married-civ-spouse       Adm-clerical            Wife
## 894      Married-civ-spouse     Prof-specialty         Husband
## 895      Married-civ-spouse    Farming-fishing         Husband
## 896      Married-civ-spouse     Prof-specialty         Husband
## 897                Divorced              Sales       Own-child
## 898           Never-married    Exec-managerial       Own-child
## 899      Married-civ-spouse    Exec-managerial         Husband
## 900      Married-civ-spouse       Tech-support         Husband
## 901      Married-civ-spouse      Other-service         Husband
## 902      Married-civ-spouse       Craft-repair         Husband
## 903           Never-married  Handlers-cleaners       Own-child
## 904      Married-civ-spouse                  ?       Own-child
## 905           Never-married              Sales   Not-in-family
## 906                Divorced  Machine-op-inspct   Not-in-family
## 907                Divorced  Machine-op-inspct   Not-in-family
## 908           Never-married     Prof-specialty       Own-child
## 909                Divorced  Handlers-cleaners       Own-child
## 910      Married-civ-spouse       Tech-support         Husband
## 911           Never-married              Sales   Not-in-family
## 912                Divorced       Craft-repair   Not-in-family
## 913      Married-civ-spouse    Farming-fishing         Husband
## 914           Never-married       Craft-repair   Not-in-family
## 915           Never-married              Sales       Own-child
## 916      Married-civ-spouse    Exec-managerial         Husband
## 917      Married-civ-spouse     Prof-specialty            Wife
## 918      Married-civ-spouse    Exec-managerial         Husband
## 919      Married-civ-spouse    Exec-managerial         Husband
## 920           Never-married      Other-service       Own-child
## 921           Never-married              Sales   Not-in-family
## 922           Never-married   Transport-moving       Unmarried
## 923      Married-civ-spouse  Machine-op-inspct            Wife
## 924      Married-civ-spouse       Adm-clerical            Wife
## 925      Married-civ-spouse                  ?         Husband
## 926      Married-civ-spouse  Machine-op-inspct         Husband
## 927      Married-civ-spouse  Machine-op-inspct         Husband
## 928      Married-civ-spouse    Exec-managerial         Husband
## 929           Never-married              Sales   Not-in-family
## 930   Married-spouse-absent    Priv-house-serv   Not-in-family
## 931                Divorced  Machine-op-inspct   Not-in-family
## 932           Never-married                  ?       Own-child
## 933      Married-civ-spouse      Other-service         Husband
## 934      Married-civ-spouse       Adm-clerical            Wife
## 935      Married-civ-spouse  Machine-op-inspct         Husband
## 936      Married-civ-spouse       Craft-repair         Husband
## 937           Never-married     Prof-specialty   Not-in-family
## 938      Married-civ-spouse     Prof-specialty         Husband
## 939      Married-civ-spouse       Craft-repair         Husband
## 940           Never-married              Sales   Not-in-family
## 941                Divorced      Other-service       Unmarried
## 942      Married-civ-spouse  Machine-op-inspct         Husband
## 943      Married-civ-spouse    Exec-managerial         Husband
## 944           Never-married      Other-service   Not-in-family
## 945      Married-civ-spouse  Machine-op-inspct         Husband
## 946                Divorced    Exec-managerial       Unmarried
## 947                Divorced       Adm-clerical       Unmarried
## 948      Married-civ-spouse    Exec-managerial            Wife
## 949                Divorced       Craft-repair       Unmarried
## 950                Divorced    Farming-fishing       Unmarried
## 951      Married-civ-spouse     Prof-specialty            Wife
## 952      Married-civ-spouse    Exec-managerial         Husband
## 953                 Widowed      Other-service       Unmarried
## 954           Never-married      Other-service       Own-child
## 955      Married-civ-spouse    Exec-managerial         Husband
## 956      Married-civ-spouse       Craft-repair         Husband
## 957      Married-civ-spouse              Sales         Husband
## 958                Divorced   Transport-moving   Not-in-family
## 959      Married-civ-spouse    Exec-managerial         Husband
## 960      Married-civ-spouse    Exec-managerial         Husband
## 961      Married-civ-spouse     Prof-specialty         Husband
## 962                Divorced  Machine-op-inspct   Not-in-family
## 963      Married-civ-spouse       Craft-repair         Husband
## 964                Divorced    Exec-managerial       Unmarried
## 965      Married-civ-spouse   Transport-moving         Husband
## 966           Never-married      Other-service       Own-child
## 967      Married-civ-spouse              Sales         Husband
## 968      Married-civ-spouse       Craft-repair         Husband
## 969      Married-civ-spouse    Exec-managerial         Husband
## 970                 Widowed                  ?   Not-in-family
## 971      Married-civ-spouse       Craft-repair         Husband
## 972           Never-married       Tech-support   Not-in-family
## 973                 Widowed    Exec-managerial   Not-in-family
## 974      Married-civ-spouse       Craft-repair         Husband
## 975           Never-married   Transport-moving       Unmarried
## 976           Never-married              Sales   Not-in-family
## 977           Never-married    Exec-managerial   Not-in-family
## 978      Married-civ-spouse     Prof-specialty         Husband
## 979                 Widowed      Other-service   Not-in-family
## 980                Divorced  Handlers-cleaners       Own-child
## 981           Never-married       Adm-clerical   Not-in-family
## 982           Never-married       Adm-clerical   Not-in-family
## 983           Never-married                  ?       Unmarried
## 984           Never-married    Farming-fishing       Unmarried
## 985                 Widowed    Protective-serv   Not-in-family
## 986                Divorced      Other-service   Not-in-family
## 987           Never-married       Craft-repair       Own-child
## 988                Divorced       Adm-clerical       Unmarried
## 989                Divorced       Craft-repair       Unmarried
## 990                 Widowed     Prof-specialty   Not-in-family
## 991           Never-married              Sales   Not-in-family
## 992      Married-civ-spouse  Machine-op-inspct         Husband
## 993      Married-civ-spouse       Craft-repair         Husband
## 994      Married-civ-spouse       Adm-clerical         Husband
## 995           Never-married    Exec-managerial   Not-in-family
## 996      Married-civ-spouse    Exec-managerial         Husband
## 997                Divorced     Prof-specialty   Not-in-family
## 998                Divorced    Exec-managerial       Unmarried
## 999      Married-civ-spouse  Machine-op-inspct         Husband
## 1000     Married-civ-spouse    Exec-managerial         Husband
## 1001          Never-married      Other-service       Own-child
## 1002     Married-civ-spouse     Prof-specialty         Husband
## 1003     Married-civ-spouse     Prof-specialty            Wife
## 1004          Never-married     Prof-specialty       Own-child
## 1005          Never-married      Other-service       Own-child
## 1006     Married-civ-spouse       Adm-clerical         Husband
## 1007              Separated  Machine-op-inspct   Not-in-family
## 1008     Married-civ-spouse    Exec-managerial         Husband
## 1009     Married-civ-spouse       Craft-repair         Husband
## 1010     Married-civ-spouse              Sales         Husband
## 1011               Divorced  Machine-op-inspct   Not-in-family
## 1012          Never-married   Transport-moving       Own-child
## 1013     Married-civ-spouse  Machine-op-inspct         Husband
## 1014     Married-civ-spouse     Prof-specialty         Husband
## 1015     Married-civ-spouse     Prof-specialty         Husband
## 1016     Married-civ-spouse  Handlers-cleaners         Husband
## 1017     Married-civ-spouse       Tech-support            Wife
## 1018                Widowed      Other-service       Unmarried
## 1019               Divorced       Craft-repair   Not-in-family
## 1020          Never-married                  ?       Own-child
## 1021          Never-married       Craft-repair   Not-in-family
## 1022     Married-civ-spouse     Prof-specialty         Husband
## 1023              Separated              Sales   Not-in-family
## 1024     Married-civ-spouse      Other-service         Husband
## 1025          Never-married  Machine-op-inspct       Unmarried
## 1026     Married-civ-spouse      Other-service         Husband
## 1027          Never-married     Prof-specialty   Not-in-family
## 1028     Married-civ-spouse    Exec-managerial         Husband
## 1029     Married-civ-spouse       Adm-clerical            Wife
## 1030  Married-spouse-absent              Sales   Not-in-family
## 1031          Never-married       Adm-clerical   Not-in-family
## 1032          Never-married      Other-service       Own-child
## 1033          Never-married              Sales   Not-in-family
## 1034          Never-married      Other-service   Not-in-family
## 1035                Widowed                  ?   Not-in-family
## 1036          Never-married                  ?       Unmarried
## 1037     Married-civ-spouse    Exec-managerial         Husband
## 1038          Never-married      Other-service   Not-in-family
## 1039               Divorced    Priv-house-serv       Unmarried
## 1040     Married-civ-spouse                  ?            Wife
## 1041          Never-married      Other-service   Not-in-family
## 1042          Never-married  Machine-op-inspct       Own-child
## 1043               Divorced       Adm-clerical   Not-in-family
## 1044     Married-civ-spouse    Exec-managerial         Husband
## 1045          Never-married       Tech-support   Not-in-family
## 1046               Divorced     Prof-specialty       Unmarried
## 1047          Never-married                  ?   Not-in-family
## 1048     Married-civ-spouse      Other-service         Husband
## 1049          Never-married              Sales   Not-in-family
## 1050     Married-civ-spouse     Prof-specialty         Husband
## 1051     Married-civ-spouse  Machine-op-inspct         Husband
## 1052     Married-civ-spouse              Sales         Husband
## 1053     Married-civ-spouse       Adm-clerical         Husband
## 1054     Married-civ-spouse              Sales         Husband
## 1055               Divorced       Craft-repair   Not-in-family
## 1056     Married-civ-spouse              Sales         Husband
## 1057     Married-civ-spouse   Transport-moving         Husband
## 1058               Divorced       Craft-repair   Not-in-family
## 1059     Married-civ-spouse     Prof-specialty         Husband
## 1060     Married-civ-spouse       Craft-repair         Husband
## 1061     Married-civ-spouse    Exec-managerial         Husband
## 1062     Married-civ-spouse  Machine-op-inspct         Husband
## 1063     Married-civ-spouse      Other-service         Husband
## 1064              Separated      Other-service       Unmarried
## 1065     Married-civ-spouse              Sales         Husband
## 1066          Never-married      Other-service       Own-child
## 1067     Married-civ-spouse     Prof-specialty         Husband
## 1068     Married-civ-spouse   Transport-moving         Husband
## 1069     Married-civ-spouse    Exec-managerial         Husband
## 1070               Divorced       Tech-support   Not-in-family
## 1071          Never-married     Prof-specialty       Own-child
## 1072     Married-civ-spouse       Craft-repair         Husband
## 1073     Married-civ-spouse       Craft-repair         Husband
## 1074     Married-civ-spouse     Prof-specialty            Wife
## 1075          Never-married       Adm-clerical       Own-child
## 1076          Never-married       Craft-repair       Own-child
## 1077          Never-married              Sales   Not-in-family
## 1078          Never-married              Sales       Own-child
## 1079     Married-civ-spouse       Craft-repair         Husband
## 1080     Married-civ-spouse     Prof-specialty            Wife
## 1081              Separated     Prof-specialty       Unmarried
## 1082               Divorced    Exec-managerial   Not-in-family
## 1083     Married-civ-spouse    Farming-fishing         Husband
## 1084     Married-civ-spouse    Protective-serv         Husband
## 1085     Married-civ-spouse       Adm-clerical         Husband
## 1086     Married-civ-spouse   Transport-moving         Husband
## 1087     Married-civ-spouse    Protective-serv         Husband
## 1088          Never-married    Exec-managerial   Not-in-family
## 1089     Married-civ-spouse    Exec-managerial         Husband
## 1090               Divorced       Craft-repair       Own-child
## 1091     Married-civ-spouse     Prof-specialty         Husband
## 1092          Never-married              Sales   Not-in-family
## 1093  Married-spouse-absent     Prof-specialty   Not-in-family
## 1094               Divorced       Craft-repair   Not-in-family
## 1095          Never-married       Adm-clerical       Own-child
## 1096          Never-married     Prof-specialty       Own-child
## 1097     Married-civ-spouse  Machine-op-inspct         Husband
## 1098          Never-married                  ?       Own-child
## 1099     Married-civ-spouse              Sales            Wife
## 1100               Divorced     Prof-specialty       Unmarried
## 1101     Married-civ-spouse                  ?         Husband
## 1102     Married-civ-spouse  Machine-op-inspct         Husband
## 1103     Married-civ-spouse    Exec-managerial         Husband
## 1104     Married-civ-spouse    Exec-managerial         Husband
## 1105     Married-civ-spouse     Prof-specialty            Wife
## 1106               Divorced       Adm-clerical       Unmarried
## 1107          Never-married     Prof-specialty   Not-in-family
## 1108          Never-married  Handlers-cleaners       Own-child
## 1109     Married-civ-spouse       Craft-repair         Husband
## 1110     Married-civ-spouse   Transport-moving         Husband
## 1111     Married-civ-spouse              Sales         Husband
## 1112     Married-civ-spouse              Sales            Wife
## 1113          Never-married       Adm-clerical   Not-in-family
## 1114     Married-civ-spouse              Sales            Wife
## 1115               Divorced  Handlers-cleaners       Own-child
## 1116     Married-civ-spouse  Machine-op-inspct         Husband
## 1117     Married-civ-spouse       Craft-repair         Husband
## 1118     Married-civ-spouse   Transport-moving         Husband
## 1119     Married-civ-spouse     Prof-specialty            Wife
## 1120     Married-civ-spouse     Prof-specialty         Husband
## 1121     Married-civ-spouse       Tech-support         Husband
## 1122               Divorced       Tech-support   Not-in-family
## 1123     Married-civ-spouse    Exec-managerial         Husband
## 1124     Married-civ-spouse       Tech-support         Husband
## 1125               Divorced      Other-service       Unmarried
## 1126          Never-married       Adm-clerical       Own-child
## 1127     Married-civ-spouse   Transport-moving         Husband
## 1128                Widowed  Handlers-cleaners   Not-in-family
## 1129               Divorced      Other-service       Unmarried
## 1130     Married-civ-spouse     Prof-specialty         Husband
## 1131          Never-married  Machine-op-inspct   Not-in-family
## 1132               Divorced                  ?   Not-in-family
## 1133          Never-married      Other-service       Unmarried
## 1134          Never-married       Adm-clerical       Own-child
## 1135               Divorced                  ?       Unmarried
## 1136     Married-civ-spouse    Exec-managerial         Husband
## 1137     Married-civ-spouse    Exec-managerial         Husband
## 1138     Married-civ-spouse       Adm-clerical         Husband
## 1139     Married-civ-spouse       Craft-repair         Husband
## 1140     Married-civ-spouse       Craft-repair         Husband
## 1141          Never-married      Other-service       Own-child
## 1142          Never-married              Sales   Not-in-family
## 1143                Widowed              Sales       Unmarried
## 1144          Never-married      Other-service   Not-in-family
## 1145     Married-civ-spouse              Sales         Husband
## 1146     Married-civ-spouse     Prof-specialty         Husband
## 1147          Never-married    Exec-managerial   Not-in-family
## 1148     Married-civ-spouse  Machine-op-inspct         Husband
## 1149     Married-civ-spouse    Exec-managerial         Husband
## 1150     Married-civ-spouse    Exec-managerial         Husband
## 1151          Never-married      Other-service       Own-child
## 1152               Divorced       Adm-clerical       Unmarried
## 1153          Never-married                  ?   Not-in-family
## 1154     Married-civ-spouse       Craft-repair         Husband
## 1155     Married-civ-spouse    Protective-serv         Husband
## 1156     Married-civ-spouse    Farming-fishing         Husband
## 1157     Married-civ-spouse    Exec-managerial         Husband
## 1158     Married-civ-spouse     Prof-specialty            Wife
## 1159          Never-married   Transport-moving       Unmarried
## 1160          Never-married  Handlers-cleaners       Own-child
## 1161     Married-civ-spouse       Craft-repair         Husband
## 1162                Widowed   Transport-moving       Unmarried
## 1163     Married-civ-spouse              Sales         Husband
## 1164     Married-civ-spouse       Tech-support         Husband
## 1165     Married-civ-spouse     Prof-specialty            Wife
## 1166               Divorced       Adm-clerical   Not-in-family
## 1167     Married-civ-spouse       Adm-clerical         Husband
## 1168          Never-married                  ?       Own-child
## 1169     Married-civ-spouse     Prof-specialty         Husband
## 1170               Divorced   Transport-moving   Not-in-family
## 1171               Divorced       Adm-clerical   Not-in-family
## 1172               Divorced      Other-service   Not-in-family
## 1173     Married-civ-spouse    Farming-fishing   Not-in-family
## 1174          Never-married      Other-service   Not-in-family
## 1175     Married-civ-spouse      Other-service         Husband
## 1176     Married-civ-spouse                  ?         Husband
## 1177          Never-married       Adm-clerical       Own-child
## 1178     Married-civ-spouse     Prof-specialty         Husband
## 1179          Never-married       Adm-clerical       Unmarried
## 1180          Never-married      Other-service   Not-in-family
## 1181     Married-civ-spouse                  ?         Husband
## 1182               Divorced    Exec-managerial   Not-in-family
## 1183     Married-civ-spouse     Prof-specialty         Husband
## 1184     Married-civ-spouse       Adm-clerical         Husband
## 1185     Married-civ-spouse       Craft-repair         Husband
## 1186     Married-civ-spouse                  ?         Husband
## 1187          Never-married    Exec-managerial       Own-child
## 1188     Married-civ-spouse       Craft-repair         Husband
## 1189          Never-married       Adm-clerical   Not-in-family
## 1190          Never-married     Prof-specialty       Own-child
## 1191               Divorced      Other-service   Not-in-family
## 1192     Married-civ-spouse       Craft-repair         Husband
## 1193     Married-civ-spouse   Transport-moving         Husband
## 1194     Married-civ-spouse       Tech-support         Husband
## 1195          Never-married      Other-service       Own-child
## 1196               Divorced     Prof-specialty   Not-in-family
## 1197     Married-civ-spouse     Prof-specialty         Husband
## 1198     Married-civ-spouse     Prof-specialty         Husband
## 1199          Never-married  Machine-op-inspct       Own-child
## 1200     Married-civ-spouse       Craft-repair         Husband
## 1201     Married-civ-spouse       Adm-clerical         Husband
## 1202     Married-civ-spouse     Prof-specialty         Husband
## 1203               Divorced       Craft-repair   Not-in-family
## 1204          Never-married      Other-service   Not-in-family
## 1205     Married-civ-spouse       Craft-repair         Husband
## 1206     Married-civ-spouse              Sales         Husband
## 1207     Married-civ-spouse    Protective-serv         Husband
## 1208     Married-civ-spouse              Sales         Husband
## 1209          Never-married                  ?       Own-child
## 1210     Married-civ-spouse  Machine-op-inspct         Husband
## 1211     Married-civ-spouse              Sales         Husband
## 1212              Separated       Adm-clerical       Own-child
## 1213               Divorced       Craft-repair       Unmarried
## 1214     Married-civ-spouse     Prof-specialty         Husband
## 1215          Never-married      Other-service       Own-child
## 1216                Widowed                  ?   Not-in-family
## 1217     Married-civ-spouse       Craft-repair         Husband
## 1218               Divorced                  ?   Not-in-family
## 1219               Divorced    Exec-managerial   Not-in-family
## 1220     Married-civ-spouse     Prof-specialty         Husband
## 1221     Married-civ-spouse       Craft-repair         Husband
## 1222     Married-civ-spouse       Craft-repair         Husband
## 1223     Married-civ-spouse       Craft-repair         Husband
## 1224                Widowed       Adm-clerical       Own-child
## 1225     Married-civ-spouse   Transport-moving         Husband
## 1226          Never-married       Adm-clerical   Not-in-family
## 1227     Married-civ-spouse     Prof-specialty         Husband
## 1228     Married-civ-spouse    Farming-fishing         Husband
## 1229               Divorced       Adm-clerical       Unmarried
## 1230     Married-civ-spouse     Prof-specialty         Husband
## 1231     Married-civ-spouse     Prof-specialty         Husband
## 1232               Divorced       Adm-clerical       Unmarried
## 1233          Never-married       Adm-clerical   Not-in-family
## 1234     Married-civ-spouse       Craft-repair         Husband
## 1235              Separated      Other-service   Not-in-family
## 1236          Never-married              Sales   Not-in-family
## 1237          Never-married              Sales   Not-in-family
## 1238     Married-civ-spouse              Sales  Other-relative
## 1239          Never-married      Other-service       Own-child
## 1240          Never-married       Adm-clerical       Own-child
## 1241          Never-married     Prof-specialty   Not-in-family
## 1242              Separated       Adm-clerical   Not-in-family
## 1243                Widowed    Exec-managerial   Not-in-family
## 1244     Married-civ-spouse    Exec-managerial         Husband
## 1245          Never-married      Other-service   Not-in-family
## 1246                Widowed      Other-service   Not-in-family
## 1247     Married-civ-spouse     Prof-specialty         Husband
## 1248               Divorced       Adm-clerical   Not-in-family
## 1249     Married-civ-spouse       Adm-clerical            Wife
## 1250          Never-married  Handlers-cleaners       Own-child
## 1251     Married-civ-spouse    Exec-managerial         Husband
## 1252     Married-civ-spouse    Exec-managerial         Husband
## 1253     Married-civ-spouse       Adm-clerical         Husband
## 1254               Divorced       Adm-clerical   Not-in-family
## 1255          Never-married   Transport-moving   Not-in-family
## 1256     Married-civ-spouse       Craft-repair         Husband
## 1257          Never-married       Adm-clerical   Not-in-family
## 1258     Married-civ-spouse              Sales         Husband
## 1259     Married-civ-spouse     Prof-specialty         Husband
## 1260              Separated       Adm-clerical   Not-in-family
## 1261     Married-civ-spouse       Craft-repair         Husband
## 1262     Married-civ-spouse   Transport-moving         Husband
## 1263                Widowed                  ?   Not-in-family
## 1264                Widowed      Other-service   Not-in-family
## 1265          Never-married       Craft-repair       Own-child
## 1266          Never-married              Sales   Not-in-family
## 1267     Married-civ-spouse     Prof-specialty         Husband
## 1268     Married-civ-spouse       Craft-repair         Husband
## 1269     Married-civ-spouse       Adm-clerical         Husband
## 1270               Divorced    Protective-serv   Not-in-family
## 1271          Never-married    Exec-managerial       Unmarried
## 1272     Married-civ-spouse      Other-service         Husband
## 1273          Never-married      Other-service   Not-in-family
## 1274          Never-married       Tech-support   Not-in-family
## 1275          Never-married      Other-service       Unmarried
## 1276     Married-civ-spouse       Adm-clerical         Husband
## 1277     Married-civ-spouse              Sales         Husband
## 1278     Married-civ-spouse    Protective-serv         Husband
## 1279     Married-civ-spouse   Transport-moving         Husband
## 1280     Married-civ-spouse              Sales         Husband
## 1281          Never-married              Sales   Not-in-family
## 1282               Divorced     Prof-specialty       Unmarried
## 1283     Married-civ-spouse                  ?         Husband
## 1284          Never-married    Farming-fishing       Own-child
## 1285     Married-civ-spouse       Adm-clerical            Wife
## 1286     Married-civ-spouse   Transport-moving         Husband
## 1287     Married-civ-spouse              Sales         Husband
## 1288     Married-civ-spouse      Other-service         Husband
## 1289          Never-married    Exec-managerial   Not-in-family
## 1290     Married-civ-spouse       Craft-repair         Husband
## 1291     Married-civ-spouse                  ?         Husband
## 1292                Widowed      Other-service       Unmarried
## 1293     Married-civ-spouse   Transport-moving         Husband
## 1294     Married-civ-spouse     Prof-specialty         Husband
## 1295     Married-civ-spouse  Handlers-cleaners         Husband
## 1296     Married-civ-spouse       Craft-repair         Husband
## 1297          Never-married      Other-service   Not-in-family
## 1298     Married-civ-spouse       Tech-support         Husband
## 1299          Never-married      Other-service       Own-child
## 1300     Married-civ-spouse       Craft-repair         Husband
## 1301          Never-married       Armed-Forces   Not-in-family
## 1302          Never-married      Other-service       Unmarried
## 1303     Married-civ-spouse   Transport-moving            Wife
## 1304     Married-civ-spouse     Prof-specialty         Husband
## 1305     Married-civ-spouse    Exec-managerial         Husband
## 1306     Married-civ-spouse  Machine-op-inspct         Husband
## 1307          Never-married  Machine-op-inspct   Not-in-family
## 1308          Never-married       Adm-clerical       Own-child
## 1309     Married-civ-spouse              Sales         Husband
## 1310     Married-civ-spouse       Craft-repair            Wife
## 1311     Married-civ-spouse    Exec-managerial         Husband
## 1312          Never-married     Prof-specialty   Not-in-family
## 1313          Never-married                  ?   Not-in-family
## 1314               Divorced       Adm-clerical       Unmarried
## 1315     Married-civ-spouse  Handlers-cleaners         Husband
## 1316          Never-married  Machine-op-inspct       Own-child
## 1317     Married-civ-spouse     Prof-specialty         Husband
## 1318          Never-married                  ?   Not-in-family
## 1319     Married-civ-spouse     Prof-specialty         Husband
## 1320     Married-civ-spouse       Craft-repair         Husband
## 1321                Widowed       Adm-clerical       Unmarried
## 1322          Never-married       Adm-clerical       Own-child
## 1323          Never-married              Sales   Not-in-family
## 1324     Married-civ-spouse   Transport-moving         Husband
## 1325     Married-civ-spouse       Adm-clerical         Husband
## 1326          Never-married                  ?       Own-child
## 1327     Married-civ-spouse  Handlers-cleaners         Husband
## 1328                Widowed      Other-service       Unmarried
## 1329          Never-married              Sales       Own-child
## 1330          Never-married      Other-service       Unmarried
## 1331          Never-married  Machine-op-inspct  Other-relative
## 1332          Never-married  Machine-op-inspct   Not-in-family
## 1333          Never-married  Machine-op-inspct   Not-in-family
## 1334     Married-civ-spouse     Prof-specialty         Husband
## 1335     Married-civ-spouse     Prof-specialty         Husband
## 1336          Never-married     Prof-specialty   Not-in-family
## 1337          Never-married     Prof-specialty   Not-in-family
## 1338     Married-civ-spouse    Exec-managerial         Husband
## 1339               Divorced       Tech-support       Own-child
## 1340     Married-civ-spouse    Exec-managerial         Husband
## 1341          Never-married     Prof-specialty       Unmarried
## 1342  Married-spouse-absent     Prof-specialty   Not-in-family
## 1343               Divorced       Adm-clerical   Not-in-family
## 1344          Never-married       Adm-clerical       Own-child
## 1345          Never-married              Sales   Not-in-family
## 1346          Never-married       Adm-clerical       Own-child
## 1347     Married-civ-spouse    Exec-managerial         Husband
## 1348          Never-married                  ?       Own-child
## 1349     Married-civ-spouse    Exec-managerial         Husband
## 1350     Married-civ-spouse                  ?         Husband
## 1351          Never-married     Prof-specialty   Not-in-family
## 1352     Married-civ-spouse       Craft-repair         Husband
## 1353              Separated              Sales       Own-child
## 1354     Married-civ-spouse       Craft-repair         Husband
## 1355               Divorced  Machine-op-inspct   Not-in-family
## 1356     Married-civ-spouse    Farming-fishing         Husband
## 1357          Never-married       Craft-repair  Other-relative
## 1358          Never-married       Tech-support   Not-in-family
## 1359          Never-married              Sales   Not-in-family
## 1360          Never-married  Machine-op-inspct       Own-child
## 1361          Never-married       Craft-repair   Not-in-family
## 1362     Married-civ-spouse       Craft-repair         Husband
## 1363          Never-married      Other-service   Not-in-family
## 1364               Divorced              Sales       Unmarried
## 1365          Never-married    Exec-managerial   Not-in-family
## 1366               Divorced    Exec-managerial       Unmarried
## 1367     Married-civ-spouse  Machine-op-inspct            Wife
## 1368                Widowed       Adm-clerical   Not-in-family
## 1369     Married-civ-spouse    Exec-managerial         Husband
## 1370          Never-married  Handlers-cleaners       Own-child
## 1371          Never-married      Other-service       Own-child
## 1372     Married-civ-spouse                  ?         Husband
## 1373          Never-married      Other-service   Not-in-family
## 1374     Married-civ-spouse              Sales         Husband
## 1375          Never-married       Adm-clerical   Not-in-family
## 1376               Divorced              Sales       Unmarried
## 1377     Married-civ-spouse   Transport-moving         Husband
## 1378     Married-civ-spouse    Farming-fishing         Husband
## 1379     Married-civ-spouse              Sales         Husband
## 1380               Divorced    Exec-managerial       Unmarried
## 1381              Separated       Adm-clerical       Own-child
## 1382          Never-married              Sales   Not-in-family
## 1383          Never-married     Prof-specialty   Not-in-family
## 1384          Never-married  Handlers-cleaners       Own-child
## 1385     Married-civ-spouse    Exec-managerial         Husband
## 1386          Never-married  Machine-op-inspct       Own-child
## 1387          Never-married              Sales   Not-in-family
## 1388               Divorced    Exec-managerial  Other-relative
## 1389          Never-married                  ?       Own-child
## 1390          Never-married      Other-service       Own-child
## 1391          Never-married       Tech-support   Not-in-family
## 1392     Married-civ-spouse       Craft-repair         Husband
## 1393               Divorced              Sales       Unmarried
## 1394          Never-married       Adm-clerical       Unmarried
## 1395          Never-married  Machine-op-inspct   Not-in-family
## 1396          Never-married   Transport-moving       Unmarried
## 1397     Married-civ-spouse   Transport-moving         Husband
## 1398     Married-civ-spouse              Sales         Husband
## 1399     Married-civ-spouse  Handlers-cleaners         Husband
## 1400     Married-civ-spouse   Transport-moving         Husband
## 1401          Never-married       Adm-clerical   Not-in-family
## 1402     Married-civ-spouse       Tech-support         Husband
## 1403               Divorced       Adm-clerical   Not-in-family
## 1404     Married-civ-spouse       Craft-repair         Husband
## 1405               Divorced                  ?       Unmarried
## 1406     Married-civ-spouse      Other-service         Husband
## 1407               Divorced              Sales       Own-child
## 1408     Married-civ-spouse       Craft-repair            Wife
## 1409               Divorced   Transport-moving   Not-in-family
## 1410     Married-civ-spouse   Transport-moving         Husband
## 1411                Widowed      Other-service       Unmarried
## 1412     Married-civ-spouse      Other-service         Husband
## 1413     Married-civ-spouse     Prof-specialty         Husband
## 1414     Married-civ-spouse    Exec-managerial         Husband
## 1415     Married-civ-spouse    Exec-managerial         Husband
## 1416     Married-civ-spouse       Adm-clerical         Husband
## 1417          Never-married      Other-service   Not-in-family
## 1418     Married-civ-spouse              Sales         Husband
## 1419     Married-civ-spouse     Prof-specialty            Wife
## 1420          Never-married       Adm-clerical   Not-in-family
## 1421          Never-married                  ?       Own-child
## 1422     Married-civ-spouse  Handlers-cleaners         Husband
## 1423          Never-married       Adm-clerical       Own-child
## 1424               Divorced      Other-service   Not-in-family
## 1425     Married-civ-spouse       Adm-clerical         Husband
## 1426               Divorced  Machine-op-inspct       Unmarried
## 1427     Married-civ-spouse    Farming-fishing         Husband
## 1428     Married-civ-spouse      Other-service            Wife
## 1429          Never-married  Machine-op-inspct   Not-in-family
## 1430     Married-civ-spouse   Transport-moving         Husband
## 1431     Married-civ-spouse  Machine-op-inspct            Wife
## 1432               Divorced    Exec-managerial   Not-in-family
## 1433               Divorced              Sales   Not-in-family
## 1434          Never-married                  ?       Own-child
## 1435          Never-married    Protective-serv   Not-in-family
## 1436     Married-civ-spouse   Transport-moving            Wife
## 1437          Never-married      Other-service   Not-in-family
## 1438     Married-civ-spouse       Adm-clerical            Wife
## 1439               Divorced     Prof-specialty       Unmarried
## 1440     Married-civ-spouse              Sales         Husband
## 1441     Married-civ-spouse       Craft-repair         Husband
## 1442     Married-civ-spouse                  ?         Husband
## 1443     Married-civ-spouse    Exec-managerial         Husband
## 1444               Divorced       Craft-repair   Not-in-family
## 1445     Married-civ-spouse      Other-service         Husband
## 1446     Married-civ-spouse   Transport-moving         Husband
## 1447     Married-civ-spouse              Sales         Husband
## 1448     Married-civ-spouse    Exec-managerial         Husband
## 1449     Married-civ-spouse    Exec-managerial         Husband
## 1450     Married-civ-spouse    Exec-managerial         Husband
## 1451               Divorced       Craft-repair   Not-in-family
## 1452                Widowed   Transport-moving       Unmarried
## 1453          Never-married                  ?       Own-child
## 1454     Married-civ-spouse    Exec-managerial         Husband
## 1455     Married-civ-spouse       Craft-repair         Husband
## 1456                Widowed       Adm-clerical       Unmarried
## 1457               Divorced       Craft-repair   Not-in-family
## 1458          Never-married   Transport-moving   Not-in-family
## 1459                Widowed                  ?   Not-in-family
## 1460     Married-civ-spouse     Prof-specialty         Husband
## 1461     Married-civ-spouse    Exec-managerial         Husband
## 1462          Never-married  Machine-op-inspct   Not-in-family
## 1463          Never-married       Craft-repair   Not-in-family
## 1464     Married-civ-spouse   Transport-moving         Husband
## 1465               Divorced       Craft-repair   Not-in-family
## 1466     Married-civ-spouse       Adm-clerical         Husband
## 1467     Married-civ-spouse       Craft-repair         Husband
## 1468               Divorced    Exec-managerial   Not-in-family
## 1469          Never-married    Protective-serv   Not-in-family
## 1470     Married-civ-spouse     Prof-specialty         Husband
## 1471     Married-civ-spouse   Transport-moving         Husband
## 1472          Never-married     Prof-specialty       Own-child
## 1473          Never-married     Prof-specialty   Not-in-family
## 1474     Married-civ-spouse     Prof-specialty         Husband
## 1475          Never-married  Handlers-cleaners       Own-child
## 1476     Married-civ-spouse       Adm-clerical         Husband
## 1477               Divorced      Other-service       Unmarried
## 1478          Never-married       Adm-clerical       Own-child
## 1479          Never-married       Adm-clerical       Own-child
## 1480          Never-married      Other-service   Not-in-family
## 1481  Married-spouse-absent       Craft-repair   Not-in-family
## 1482     Married-civ-spouse       Craft-repair         Husband
## 1483     Married-civ-spouse              Sales         Husband
## 1484          Never-married       Craft-repair   Not-in-family
## 1485     Married-civ-spouse     Prof-specialty         Husband
## 1486     Married-civ-spouse    Farming-fishing         Husband
## 1487          Never-married       Adm-clerical       Unmarried
## 1488          Never-married      Other-service       Own-child
## 1489               Divorced       Adm-clerical       Unmarried
## 1490               Divorced    Exec-managerial       Unmarried
## 1491     Married-civ-spouse              Sales         Husband
## 1492               Divorced    Exec-managerial   Not-in-family
## 1493     Married-civ-spouse       Adm-clerical         Husband
## 1494     Married-civ-spouse       Adm-clerical         Husband
## 1495          Never-married  Handlers-cleaners  Other-relative
## 1496     Married-civ-spouse       Craft-repair         Husband
## 1497               Divorced              Sales   Not-in-family
## 1498               Divorced              Sales   Not-in-family
## 1499     Married-civ-spouse    Exec-managerial         Husband
## 1500          Never-married       Adm-clerical   Not-in-family
## 1501     Married-civ-spouse    Exec-managerial         Husband
## 1502               Divorced  Machine-op-inspct   Not-in-family
## 1503          Never-married      Other-service   Not-in-family
## 1504     Married-civ-spouse    Exec-managerial         Husband
## 1505     Married-civ-spouse                  ?         Husband
## 1506     Married-civ-spouse       Craft-repair         Husband
## 1507     Married-civ-spouse    Exec-managerial         Husband
## 1508     Married-civ-spouse              Sales         Husband
## 1509          Never-married       Adm-clerical   Not-in-family
## 1510     Married-civ-spouse       Adm-clerical         Husband
## 1511  Married-spouse-absent     Prof-specialty       Unmarried
## 1512     Married-civ-spouse     Prof-specialty         Husband
## 1513     Married-civ-spouse     Prof-specialty         Husband
## 1514     Married-civ-spouse     Prof-specialty         Husband
## 1515     Married-civ-spouse    Exec-managerial         Husband
## 1516               Divorced      Other-service   Not-in-family
## 1517     Married-civ-spouse       Adm-clerical         Husband
## 1518     Married-civ-spouse       Adm-clerical            Wife
## 1519          Never-married    Exec-managerial       Own-child
## 1520          Never-married      Other-service       Own-child
## 1521     Married-civ-spouse    Protective-serv         Husband
## 1522               Divorced      Other-service   Not-in-family
## 1523               Divorced    Exec-managerial       Unmarried
## 1524          Never-married    Farming-fishing       Own-child
## 1525          Never-married     Prof-specialty   Not-in-family
## 1526          Never-married  Handlers-cleaners   Not-in-family
## 1527               Divorced      Other-service       Unmarried
## 1528     Married-civ-spouse  Machine-op-inspct         Husband
## 1529     Married-civ-spouse    Exec-managerial         Husband
## 1530               Divorced    Exec-managerial       Unmarried
## 1531     Married-civ-spouse       Craft-repair         Husband
## 1532     Married-civ-spouse  Machine-op-inspct         Husband
## 1533               Divorced    Exec-managerial       Unmarried
## 1534     Married-civ-spouse   Transport-moving         Husband
## 1535               Divorced      Other-service   Not-in-family
## 1536          Never-married     Prof-specialty   Not-in-family
## 1537     Married-civ-spouse    Exec-managerial         Husband
## 1538     Married-civ-spouse  Machine-op-inspct         Husband
## 1539     Married-civ-spouse  Machine-op-inspct            Wife
## 1540              Separated      Other-service   Not-in-family
## 1541               Divorced       Adm-clerical       Own-child
## 1542     Married-civ-spouse     Prof-specialty         Husband
## 1543              Separated    Protective-serv   Not-in-family
## 1544     Married-civ-spouse       Craft-repair         Husband
## 1545               Divorced                  ?   Not-in-family
## 1546     Married-civ-spouse       Craft-repair         Husband
## 1547          Never-married              Sales       Own-child
## 1548     Married-civ-spouse       Adm-clerical         Husband
## 1549     Married-civ-spouse       Craft-repair         Husband
## 1550          Never-married  Machine-op-inspct       Unmarried
## 1551          Never-married       Adm-clerical       Own-child
## 1552          Never-married  Handlers-cleaners       Own-child
## 1553               Divorced  Machine-op-inspct   Not-in-family
## 1554          Never-married       Adm-clerical   Not-in-family
## 1555     Married-civ-spouse     Prof-specialty         Husband
## 1556               Divorced   Transport-moving       Unmarried
## 1557          Never-married       Adm-clerical   Not-in-family
## 1558          Never-married              Sales   Not-in-family
## 1559          Never-married   Transport-moving   Not-in-family
## 1560          Never-married      Other-service  Other-relative
## 1561          Never-married  Handlers-cleaners       Own-child
## 1562     Married-civ-spouse       Craft-repair         Husband
## 1563                Widowed                  ?   Not-in-family
## 1564     Married-civ-spouse    Protective-serv         Husband
## 1565              Separated      Other-service  Other-relative
## 1566          Never-married      Other-service   Not-in-family
## 1567     Married-civ-spouse    Farming-fishing         Husband
## 1568          Never-married      Other-service   Not-in-family
## 1569     Married-civ-spouse       Craft-repair         Husband
## 1570          Never-married                  ?       Own-child
## 1571          Never-married                  ?       Own-child
## 1572     Married-civ-spouse       Craft-repair         Husband
## 1573          Never-married      Other-service       Own-child
## 1574          Never-married  Handlers-cleaners       Own-child
## 1575              Separated                  ?       Own-child
## 1576     Married-civ-spouse       Adm-clerical         Husband
## 1577          Never-married    Farming-fishing   Not-in-family
## 1578          Never-married       Tech-support   Not-in-family
## 1579          Never-married     Prof-specialty   Not-in-family
## 1580                Widowed                  ?   Not-in-family
## 1581     Married-civ-spouse              Sales         Husband
## 1582          Never-married              Sales       Own-child
## 1583     Married-civ-spouse              Sales         Husband
## 1584               Divorced       Adm-clerical   Not-in-family
## 1585     Married-civ-spouse    Farming-fishing         Husband
## 1586     Married-civ-spouse       Craft-repair         Husband
## 1587               Divorced    Exec-managerial       Unmarried
## 1588               Divorced       Craft-repair       Own-child
## 1589          Never-married    Exec-managerial       Own-child
## 1590          Never-married       Adm-clerical   Not-in-family
## 1591     Married-civ-spouse    Protective-serv         Husband
## 1592     Married-civ-spouse     Prof-specialty         Husband
## 1593          Never-married                  ?       Own-child
## 1594     Married-civ-spouse     Prof-specialty         Husband
## 1595     Married-civ-spouse      Other-service         Husband
## 1596          Never-married     Prof-specialty   Not-in-family
## 1597     Married-civ-spouse       Adm-clerical            Wife
## 1598          Never-married              Sales   Not-in-family
## 1599          Never-married  Machine-op-inspct       Own-child
## 1600          Never-married              Sales   Not-in-family
## 1601     Married-civ-spouse       Craft-repair         Husband
## 1602               Divorced    Exec-managerial   Not-in-family
## 1603          Never-married     Prof-specialty       Own-child
## 1604     Married-civ-spouse  Machine-op-inspct         Husband
## 1605     Married-civ-spouse       Tech-support         Husband
## 1606     Married-civ-spouse       Adm-clerical         Husband
## 1607          Never-married                  ?       Unmarried
## 1608              Separated       Craft-repair       Own-child
## 1609     Married-civ-spouse       Craft-repair         Husband
## 1610               Divorced      Other-service       Unmarried
## 1611               Divorced              Sales   Not-in-family
## 1612     Married-civ-spouse     Prof-specialty            Wife
## 1613     Married-civ-spouse     Prof-specialty         Husband
## 1614     Married-civ-spouse  Machine-op-inspct         Husband
## 1615          Never-married       Adm-clerical       Own-child
## 1616     Married-civ-spouse     Prof-specialty         Husband
## 1617     Married-civ-spouse     Prof-specialty         Husband
## 1618     Married-civ-spouse    Exec-managerial            Wife
## 1619          Never-married       Craft-repair  Other-relative
## 1620     Married-civ-spouse   Transport-moving         Husband
## 1621     Married-civ-spouse              Sales         Husband
## 1622     Married-civ-spouse    Exec-managerial         Husband
## 1623          Never-married      Other-service       Own-child
## 1624     Married-civ-spouse    Exec-managerial         Husband
## 1625          Never-married      Other-service   Not-in-family
## 1626     Married-civ-spouse     Prof-specialty         Husband
## 1627     Married-civ-spouse       Craft-repair         Husband
## 1628     Married-civ-spouse              Sales            Wife
## 1629     Married-civ-spouse  Machine-op-inspct            Wife
## 1630     Married-civ-spouse                  ?            Wife
## 1631     Married-civ-spouse      Other-service         Husband
## 1632               Divorced      Other-service   Not-in-family
## 1633     Married-civ-spouse       Adm-clerical         Husband
## 1634          Never-married    Farming-fishing   Not-in-family
## 1635     Married-civ-spouse  Machine-op-inspct         Husband
## 1636     Married-civ-spouse    Exec-managerial         Husband
## 1637               Divorced      Other-service   Not-in-family
## 1638          Never-married              Sales   Not-in-family
## 1639     Married-civ-spouse     Prof-specialty         Husband
## 1640     Married-civ-spouse  Machine-op-inspct         Husband
## 1641               Divorced      Other-service  Other-relative
## 1642     Married-civ-spouse     Prof-specialty         Husband
## 1643     Married-civ-spouse     Prof-specialty         Husband
## 1644     Married-civ-spouse     Prof-specialty         Husband
## 1645     Married-civ-spouse     Prof-specialty            Wife
## 1646     Married-civ-spouse       Adm-clerical            Wife
## 1647     Married-civ-spouse  Machine-op-inspct         Husband
## 1648     Married-civ-spouse              Sales         Husband
## 1649     Married-civ-spouse    Exec-managerial         Husband
## 1650               Divorced       Adm-clerical   Not-in-family
## 1651          Never-married  Handlers-cleaners       Own-child
## 1652     Married-civ-spouse       Craft-repair         Husband
## 1653          Never-married              Sales       Own-child
## 1654     Married-civ-spouse    Protective-serv         Husband
## 1655     Married-civ-spouse       Craft-repair         Husband
## 1656     Married-civ-spouse     Prof-specialty         Husband
## 1657              Separated                  ?       Unmarried
## 1658     Married-civ-spouse       Craft-repair         Husband
## 1659          Never-married              Sales       Own-child
## 1660     Married-civ-spouse       Craft-repair         Husband
## 1661     Married-civ-spouse       Craft-repair         Husband
## 1662     Married-civ-spouse    Exec-managerial         Husband
## 1663          Never-married     Prof-specialty   Not-in-family
## 1664     Married-civ-spouse    Protective-serv         Husband
## 1665     Married-civ-spouse  Handlers-cleaners         Husband
## 1666               Divorced                  ?       Unmarried
## 1667     Married-civ-spouse              Sales         Husband
## 1668          Never-married              Sales   Not-in-family
## 1669     Married-civ-spouse       Adm-clerical         Husband
## 1670     Married-civ-spouse     Prof-specialty         Husband
## 1671     Married-civ-spouse              Sales         Husband
## 1672          Never-married    Exec-managerial       Unmarried
## 1673     Married-civ-spouse       Craft-repair         Husband
## 1674          Never-married              Sales       Own-child
## 1675     Married-civ-spouse       Adm-clerical            Wife
## 1676               Divorced    Exec-managerial       Unmarried
## 1677     Married-civ-spouse                  ?         Husband
## 1678          Never-married       Craft-repair   Not-in-family
## 1679     Married-civ-spouse       Craft-repair         Husband
## 1680     Married-civ-spouse   Transport-moving         Husband
## 1681               Divorced      Other-service       Unmarried
## 1682     Married-civ-spouse  Machine-op-inspct         Husband
## 1683     Married-civ-spouse    Exec-managerial         Husband
## 1684     Married-civ-spouse  Machine-op-inspct            Wife
## 1685          Never-married   Transport-moving       Own-child
## 1686     Married-civ-spouse    Exec-managerial         Husband
## 1687          Never-married      Other-service   Not-in-family
## 1688     Married-civ-spouse    Exec-managerial         Husband
## 1689               Divorced      Other-service   Not-in-family
## 1690     Married-civ-spouse     Prof-specialty         Husband
## 1691          Never-married      Other-service   Not-in-family
## 1692          Never-married       Adm-clerical       Own-child
## 1693          Never-married              Sales       Own-child
## 1694     Married-civ-spouse    Exec-managerial            Wife
## 1695     Married-civ-spouse              Sales         Husband
## 1696     Married-civ-spouse  Machine-op-inspct         Husband
## 1697     Married-civ-spouse    Exec-managerial            Wife
## 1698     Married-civ-spouse  Handlers-cleaners         Husband
## 1699               Divorced       Craft-repair   Not-in-family
## 1700     Married-civ-spouse     Prof-specialty         Husband
## 1701               Divorced       Adm-clerical       Unmarried
## 1702          Never-married      Other-service       Own-child
## 1703     Married-civ-spouse  Handlers-cleaners         Husband
## 1704               Divorced       Craft-repair   Not-in-family
## 1705               Divorced                  ?   Not-in-family
## 1706          Never-married  Machine-op-inspct   Not-in-family
## 1707     Married-civ-spouse       Craft-repair         Husband
## 1708                Widowed                  ?   Not-in-family
## 1709          Never-married  Machine-op-inspct   Not-in-family
## 1710     Married-civ-spouse    Exec-managerial         Husband
## 1711                Widowed              Sales  Other-relative
## 1712     Married-civ-spouse       Craft-repair         Husband
## 1713     Married-civ-spouse  Machine-op-inspct         Husband
## 1714     Married-civ-spouse              Sales         Husband
## 1715     Married-civ-spouse  Machine-op-inspct         Husband
## 1716               Divorced       Adm-clerical       Unmarried
## 1717               Divorced       Adm-clerical   Not-in-family
## 1718     Married-civ-spouse     Prof-specialty         Husband
## 1719     Married-civ-spouse              Sales         Husband
## 1720     Married-civ-spouse   Transport-moving         Husband
## 1721               Divorced       Adm-clerical   Not-in-family
## 1722     Married-civ-spouse    Protective-serv         Husband
## 1723               Divorced              Sales   Not-in-family
## 1724     Married-civ-spouse    Exec-managerial         Husband
## 1725          Never-married      Other-service   Not-in-family
## 1726               Divorced       Craft-repair   Not-in-family
## 1727     Married-civ-spouse       Craft-repair         Husband
## 1728               Divorced              Sales   Not-in-family
## 1729     Married-civ-spouse     Prof-specialty            Wife
## 1730     Married-civ-spouse      Other-service         Husband
## 1731          Never-married    Exec-managerial       Own-child
## 1732          Never-married    Exec-managerial   Not-in-family
## 1733          Never-married              Sales   Not-in-family
## 1734          Never-married      Other-service   Not-in-family
## 1735          Never-married              Sales   Not-in-family
## 1736     Married-civ-spouse    Exec-managerial         Husband
## 1737          Never-married       Craft-repair  Other-relative
## 1738          Never-married      Other-service   Not-in-family
## 1739               Divorced      Other-service   Not-in-family
## 1740     Married-civ-spouse   Transport-moving         Husband
## 1741     Married-civ-spouse       Adm-clerical         Husband
## 1742     Married-civ-spouse      Other-service            Wife
## 1743               Divorced       Craft-repair   Not-in-family
## 1744          Never-married       Adm-clerical       Own-child
## 1745     Married-civ-spouse       Craft-repair         Husband
## 1746                Widowed    Exec-managerial   Not-in-family
## 1747          Never-married     Prof-specialty       Own-child
## 1748          Never-married       Adm-clerical   Not-in-family
## 1749          Never-married      Other-service   Not-in-family
## 1750                Widowed       Adm-clerical       Unmarried
## 1751          Never-married  Machine-op-inspct   Not-in-family
## 1752               Divorced   Transport-moving   Not-in-family
## 1753               Divorced       Adm-clerical       Unmarried
## 1754               Divorced  Machine-op-inspct   Not-in-family
## 1755     Married-civ-spouse    Exec-managerial         Husband
## 1756     Married-civ-spouse    Exec-managerial       Own-child
## 1757               Divorced    Exec-managerial   Not-in-family
## 1758          Never-married    Farming-fishing   Not-in-family
## 1759     Married-civ-spouse                  ?         Husband
## 1760          Never-married      Other-service       Own-child
## 1761     Married-civ-spouse     Prof-specialty            Wife
## 1762     Married-civ-spouse                  ?         Husband
## 1763               Divorced       Adm-clerical       Unmarried
## 1764          Never-married  Machine-op-inspct       Own-child
## 1765               Divorced    Exec-managerial   Not-in-family
## 1766     Married-civ-spouse     Prof-specialty            Wife
## 1767          Never-married  Handlers-cleaners  Other-relative
## 1768     Married-civ-spouse  Machine-op-inspct         Husband
## 1769     Married-civ-spouse    Protective-serv         Husband
## 1770     Married-civ-spouse       Tech-support         Husband
## 1771  Married-spouse-absent    Protective-serv   Not-in-family
## 1772     Married-civ-spouse    Exec-managerial         Husband
## 1773     Married-civ-spouse       Craft-repair         Husband
## 1774          Never-married                  ?       Own-child
## 1775     Married-civ-spouse      Other-service            Wife
## 1776     Married-civ-spouse  Machine-op-inspct         Husband
## 1777     Married-civ-spouse  Machine-op-inspct         Husband
## 1778                Widowed    Farming-fishing       Unmarried
## 1779          Never-married                  ?       Own-child
## 1780     Married-civ-spouse              Sales         Husband
## 1781     Married-civ-spouse              Sales         Husband
## 1782     Married-civ-spouse    Exec-managerial         Husband
## 1783          Never-married      Other-service       Own-child
## 1784     Married-civ-spouse    Exec-managerial         Husband
## 1785          Never-married       Adm-clerical   Not-in-family
## 1786  Married-spouse-absent     Prof-specialty   Not-in-family
## 1787     Married-civ-spouse     Prof-specialty            Wife
## 1788     Married-civ-spouse    Exec-managerial         Husband
## 1789               Divorced       Adm-clerical       Unmarried
## 1790  Married-spouse-absent  Handlers-cleaners       Unmarried
## 1791     Married-civ-spouse       Tech-support         Husband
## 1792               Divorced       Craft-repair   Not-in-family
## 1793          Never-married      Other-service       Unmarried
## 1794          Never-married       Adm-clerical   Not-in-family
## 1795     Married-civ-spouse  Machine-op-inspct         Husband
## 1796     Married-civ-spouse              Sales         Husband
## 1797          Never-married       Adm-clerical   Not-in-family
## 1798     Married-civ-spouse  Handlers-cleaners         Husband
## 1799     Married-civ-spouse       Adm-clerical         Husband
## 1800               Divorced              Sales   Not-in-family
## 1801     Married-civ-spouse       Adm-clerical         Husband
## 1802                Widowed       Adm-clerical       Unmarried
## 1803               Divorced      Other-service   Not-in-family
## 1804     Married-civ-spouse     Prof-specialty         Husband
## 1805          Never-married    Exec-managerial   Not-in-family
## 1806          Never-married     Prof-specialty   Not-in-family
## 1807     Married-civ-spouse  Machine-op-inspct         Husband
## 1808     Married-civ-spouse              Sales         Husband
## 1809     Married-civ-spouse    Protective-serv         Husband
## 1810               Divorced    Exec-managerial       Unmarried
## 1811     Married-civ-spouse    Exec-managerial         Husband
## 1812     Married-civ-spouse    Exec-managerial         Husband
## 1813     Married-civ-spouse   Transport-moving         Husband
## 1814                Widowed              Sales       Own-child
## 1815     Married-civ-spouse              Sales         Husband
## 1816          Never-married  Handlers-cleaners       Own-child
## 1817     Married-civ-spouse       Craft-repair         Husband
## 1818               Divorced       Craft-repair       Unmarried
## 1819     Married-civ-spouse       Craft-repair         Husband
## 1820     Married-civ-spouse       Adm-clerical         Husband
## 1821     Married-civ-spouse  Handlers-cleaners         Husband
## 1822          Never-married       Craft-repair   Not-in-family
## 1823          Never-married              Sales       Own-child
## 1824          Never-married                  ?       Own-child
## 1825     Married-civ-spouse   Transport-moving         Husband
## 1826               Divorced    Exec-managerial       Unmarried
## 1827          Never-married     Prof-specialty       Unmarried
## 1828               Divorced       Adm-clerical       Unmarried
## 1829          Never-married              Sales       Own-child
## 1830               Divorced   Transport-moving       Unmarried
## 1831          Never-married      Other-service       Own-child
## 1832                Widowed              Sales   Not-in-family
## 1833     Married-civ-spouse     Prof-specialty         Husband
## 1834               Divorced     Prof-specialty   Not-in-family
## 1835          Never-married       Craft-repair   Not-in-family
## 1836          Never-married       Adm-clerical   Not-in-family
## 1837     Married-civ-spouse              Sales         Husband
## 1838     Married-civ-spouse    Farming-fishing         Husband
## 1839               Divorced       Adm-clerical       Unmarried
## 1840     Married-civ-spouse       Adm-clerical         Husband
## 1841          Never-married       Craft-repair   Not-in-family
## 1842     Married-civ-spouse   Transport-moving         Husband
## 1843     Married-civ-spouse       Craft-repair            Wife
## 1844     Married-civ-spouse       Craft-repair         Husband
## 1845          Never-married   Transport-moving   Not-in-family
## 1846          Never-married   Transport-moving   Not-in-family
## 1847          Never-married                  ?       Own-child
## 1848          Never-married      Other-service       Own-child
## 1849          Never-married     Prof-specialty   Not-in-family
## 1850     Married-civ-spouse       Craft-repair         Husband
## 1851     Married-civ-spouse  Handlers-cleaners         Husband
## 1852     Married-civ-spouse                  ?         Husband
## 1853          Never-married  Handlers-cleaners       Own-child
## 1854               Divorced       Craft-repair       Unmarried
## 1855          Never-married   Transport-moving       Unmarried
## 1856          Never-married     Prof-specialty       Own-child
## 1857          Never-married     Prof-specialty   Not-in-family
## 1858          Never-married      Other-service       Own-child
## 1859          Never-married      Other-service       Own-child
## 1860     Married-civ-spouse       Adm-clerical            Wife
## 1861               Divorced              Sales   Not-in-family
## 1862     Married-civ-spouse  Machine-op-inspct         Husband
## 1863     Married-civ-spouse    Exec-managerial         Husband
## 1864          Never-married       Craft-repair  Other-relative
## 1865     Married-civ-spouse    Protective-serv         Husband
## 1866  Married-spouse-absent                  ?       Unmarried
## 1867          Never-married      Other-service   Not-in-family
## 1868               Divorced       Adm-clerical   Not-in-family
## 1869               Divorced      Other-service   Not-in-family
## 1870     Married-civ-spouse     Prof-specialty         Husband
## 1871     Married-civ-spouse   Transport-moving         Husband
## 1872          Never-married       Adm-clerical       Own-child
## 1873     Married-civ-spouse    Exec-managerial         Husband
## 1874          Never-married       Adm-clerical   Not-in-family
## 1875          Never-married      Other-service       Own-child
## 1876     Married-civ-spouse              Sales         Husband
## 1877              Separated    Exec-managerial   Not-in-family
## 1878     Married-civ-spouse              Sales         Husband
## 1879          Never-married                  ?       Own-child
## 1880               Divorced       Adm-clerical   Not-in-family
## 1881          Never-married      Other-service       Unmarried
## 1882     Married-civ-spouse       Tech-support         Husband
## 1883     Married-civ-spouse     Prof-specialty            Wife
## 1884          Never-married    Exec-managerial   Not-in-family
## 1885          Never-married    Exec-managerial       Unmarried
## 1886          Never-married      Other-service   Not-in-family
## 1887          Never-married              Sales   Not-in-family
## 1888     Married-civ-spouse    Farming-fishing         Husband
## 1889          Never-married      Other-service       Own-child
## 1890     Married-civ-spouse    Exec-managerial            Wife
## 1891     Married-civ-spouse    Farming-fishing         Husband
## 1892                Widowed    Exec-managerial   Not-in-family
## 1893               Divorced      Other-service  Other-relative
## 1894     Married-civ-spouse     Prof-specialty         Husband
## 1895                Widowed              Sales   Not-in-family
## 1896              Separated    Exec-managerial   Not-in-family
## 1897     Married-civ-spouse              Sales         Husband
## 1898          Never-married   Transport-moving   Not-in-family
## 1899     Married-civ-spouse  Machine-op-inspct         Husband
## 1900          Never-married     Prof-specialty       Own-child
## 1901          Never-married      Other-service   Not-in-family
## 1902                Widowed    Farming-fishing       Unmarried
## 1903          Never-married   Transport-moving   Not-in-family
## 1904          Never-married       Adm-clerical   Not-in-family
## 1905     Married-civ-spouse       Craft-repair         Husband
## 1906     Married-civ-spouse  Machine-op-inspct         Husband
## 1907               Divorced     Prof-specialty       Unmarried
## 1908          Never-married     Prof-specialty   Not-in-family
## 1909     Married-civ-spouse   Transport-moving         Husband
## 1910     Married-civ-spouse   Transport-moving         Husband
## 1911     Married-civ-spouse       Craft-repair         Husband
## 1912          Never-married  Machine-op-inspct       Unmarried
## 1913     Married-civ-spouse    Exec-managerial         Husband
## 1914     Married-civ-spouse       Craft-repair         Husband
## 1915               Divorced       Craft-repair   Not-in-family
## 1916     Married-civ-spouse    Exec-managerial         Husband
## 1917     Married-civ-spouse              Sales         Husband
## 1918     Married-civ-spouse    Protective-serv         Husband
## 1919          Never-married     Prof-specialty       Own-child
## 1920          Never-married       Adm-clerical   Not-in-family
## 1921              Separated       Adm-clerical       Unmarried
## 1922     Married-civ-spouse       Craft-repair         Husband
## 1923     Married-civ-spouse       Tech-support         Husband
## 1924          Never-married                  ?       Own-child
## 1925          Never-married              Sales       Own-child
## 1926          Never-married    Exec-managerial   Not-in-family
## 1927          Never-married              Sales   Not-in-family
## 1928     Married-civ-spouse  Handlers-cleaners         Husband
## 1929          Never-married       Craft-repair       Own-child
## 1930          Never-married     Prof-specialty   Not-in-family
## 1931               Divorced       Adm-clerical   Not-in-family
## 1932     Married-civ-spouse                  ?       Own-child
## 1933     Married-civ-spouse  Machine-op-inspct  Other-relative
## 1934     Married-civ-spouse       Tech-support  Other-relative
## 1935     Married-civ-spouse              Sales         Husband
## 1936     Married-civ-spouse    Exec-managerial         Husband
## 1937              Separated     Prof-specialty       Unmarried
## 1938  Married-spouse-absent    Exec-managerial       Unmarried
## 1939     Married-civ-spouse    Exec-managerial         Husband
## 1940          Never-married       Adm-clerical   Not-in-family
## 1941     Married-civ-spouse    Farming-fishing         Husband
## 1942     Married-civ-spouse              Sales         Husband
## 1943               Divorced    Protective-serv       Unmarried
## 1944     Married-civ-spouse       Adm-clerical            Wife
## 1945          Never-married       Adm-clerical  Other-relative
## 1946     Married-civ-spouse    Exec-managerial         Husband
## 1947               Divorced     Prof-specialty   Not-in-family
## 1948          Never-married       Adm-clerical       Unmarried
## 1949     Married-civ-spouse     Prof-specialty         Husband
## 1950     Married-civ-spouse    Exec-managerial         Husband
## 1951     Married-civ-spouse    Exec-managerial         Husband
## 1952     Married-civ-spouse    Exec-managerial         Husband
## 1953          Never-married     Prof-specialty   Not-in-family
## 1954     Married-civ-spouse  Machine-op-inspct         Husband
## 1955     Married-civ-spouse    Protective-serv         Husband
## 1956          Never-married   Transport-moving       Own-child
## 1957     Married-civ-spouse              Sales         Husband
## 1958                Widowed      Other-service   Not-in-family
## 1959          Never-married     Prof-specialty   Not-in-family
## 1960     Married-civ-spouse    Exec-managerial         Husband
## 1961          Never-married       Adm-clerical       Own-child
## 1962     Married-civ-spouse     Prof-specialty         Husband
## 1963     Married-civ-spouse     Prof-specialty         Husband
## 1964     Married-civ-spouse              Sales         Husband
## 1965          Never-married   Transport-moving       Unmarried
## 1966               Divorced      Other-service       Unmarried
## 1967          Never-married              Sales       Own-child
## 1968          Never-married       Adm-clerical       Unmarried
## 1969     Married-civ-spouse       Craft-repair         Husband
## 1970     Married-civ-spouse              Sales         Husband
## 1971          Never-married              Sales   Not-in-family
## 1972              Separated                  ?   Not-in-family
## 1973          Never-married     Prof-specialty   Not-in-family
## 1974     Married-civ-spouse      Other-service         Husband
## 1975     Married-civ-spouse              Sales         Husband
## 1976  Married-spouse-absent     Prof-specialty   Not-in-family
## 1977          Never-married    Exec-managerial   Not-in-family
## 1978          Never-married              Sales   Not-in-family
## 1979     Married-civ-spouse    Farming-fishing         Husband
## 1980               Divorced  Handlers-cleaners       Own-child
## 1981               Divorced     Prof-specialty   Not-in-family
## 1982     Married-civ-spouse       Adm-clerical         Husband
## 1983          Never-married    Exec-managerial   Not-in-family
## 1984     Married-civ-spouse       Craft-repair         Husband
## 1985     Married-civ-spouse    Exec-managerial         Husband
## 1986          Never-married  Machine-op-inspct   Not-in-family
## 1987     Married-civ-spouse              Sales         Husband
## 1988      Married-AF-spouse                  ?            Wife
## 1989     Married-civ-spouse       Craft-repair         Husband
## 1990          Never-married              Sales   Not-in-family
## 1991          Never-married    Priv-house-serv   Not-in-family
## 1992          Never-married  Handlers-cleaners   Not-in-family
## 1993          Never-married              Sales   Not-in-family
## 1994               Divorced    Exec-managerial       Unmarried
## 1995          Never-married    Exec-managerial       Unmarried
## 1996               Divorced  Machine-op-inspct   Not-in-family
## 1997     Married-civ-spouse              Sales         Husband
## 1998  Married-spouse-absent     Prof-specialty   Not-in-family
## 1999     Married-civ-spouse              Sales         Husband
## 2000               Divorced       Craft-repair       Unmarried
## 2001          Never-married       Craft-repair       Unmarried
## 2002          Never-married              Sales  Other-relative
## 2003     Married-civ-spouse    Farming-fishing         Husband
## 2004     Married-civ-spouse    Exec-managerial            Wife
## 2005              Separated              Sales   Not-in-family
## 2006          Never-married    Farming-fishing       Own-child
## 2007          Never-married       Adm-clerical  Other-relative
## 2008     Married-civ-spouse       Craft-repair         Husband
## 2009          Never-married       Craft-repair       Own-child
## 2010  Married-spouse-absent      Other-service   Not-in-family
## 2011          Never-married    Exec-managerial   Not-in-family
## 2012          Never-married      Other-service       Own-child
## 2013          Never-married      Other-service   Not-in-family
## 2014          Never-married     Prof-specialty   Not-in-family
## 2015     Married-civ-spouse     Prof-specialty         Husband
## 2016          Never-married     Prof-specialty   Not-in-family
## 2017          Never-married     Prof-specialty   Not-in-family
## 2018          Never-married       Adm-clerical   Not-in-family
## 2019     Married-civ-spouse    Exec-managerial         Husband
## 2020          Never-married       Craft-repair       Own-child
## 2021     Married-civ-spouse      Other-service            Wife
## 2022          Never-married     Prof-specialty   Not-in-family
## 2023               Divorced      Other-service  Other-relative
## 2024               Divorced      Other-service       Own-child
## 2025     Married-civ-spouse    Exec-managerial         Husband
## 2026          Never-married                  ?   Not-in-family
## 2027     Married-civ-spouse  Machine-op-inspct         Husband
## 2028          Never-married  Handlers-cleaners   Not-in-family
## 2029     Married-civ-spouse       Tech-support         Husband
## 2030     Married-civ-spouse     Prof-specialty         Husband
## 2031     Married-civ-spouse    Exec-managerial            Wife
## 2032     Married-civ-spouse     Prof-specialty            Wife
## 2033     Married-civ-spouse       Craft-repair         Husband
## 2034     Married-civ-spouse       Craft-repair         Husband
## 2035     Married-civ-spouse              Sales       Own-child
## 2036              Separated    Exec-managerial       Unmarried
## 2037          Never-married                  ?  Other-relative
## 2038     Married-civ-spouse       Craft-repair         Husband
## 2039     Married-civ-spouse     Prof-specialty         Husband
## 2040     Married-civ-spouse    Exec-managerial         Husband
## 2041          Never-married    Exec-managerial       Unmarried
## 2042                Widowed      Other-service       Unmarried
## 2043     Married-civ-spouse    Farming-fishing         Husband
## 2044     Married-civ-spouse    Exec-managerial         Husband
## 2045               Divorced    Exec-managerial   Not-in-family
## 2046          Never-married       Adm-clerical       Own-child
## 2047          Never-married                  ?   Not-in-family
## 2048          Never-married       Craft-repair   Not-in-family
## 2049     Married-civ-spouse       Craft-repair         Husband
## 2050  Married-spouse-absent     Prof-specialty       Own-child
## 2051          Never-married       Adm-clerical   Not-in-family
## 2052     Married-civ-spouse              Sales         Husband
## 2053          Never-married      Other-service  Other-relative
## 2054          Never-married              Sales       Unmarried
## 2055          Never-married              Sales   Not-in-family
## 2056     Married-civ-spouse   Transport-moving         Husband
## 2057          Never-married     Prof-specialty   Not-in-family
## 2058     Married-civ-spouse   Transport-moving         Husband
## 2059          Never-married  Handlers-cleaners       Own-child
## 2060          Never-married       Adm-clerical       Own-child
## 2061               Divorced      Other-service   Not-in-family
## 2062          Never-married                  ?       Own-child
## 2063          Never-married     Prof-specialty       Own-child
## 2064     Married-civ-spouse    Exec-managerial         Husband
## 2065               Divorced       Adm-clerical   Not-in-family
## 2066          Never-married    Priv-house-serv       Unmarried
## 2067     Married-civ-spouse    Exec-managerial         Husband
## 2068                Widowed       Adm-clerical   Not-in-family
## 2069     Married-civ-spouse      Other-service            Wife
## 2070               Divorced    Exec-managerial       Own-child
## 2071          Never-married     Prof-specialty   Not-in-family
## 2072     Married-civ-spouse    Farming-fishing         Husband
## 2073     Married-civ-spouse                  ?         Husband
## 2074     Married-civ-spouse    Exec-managerial         Husband
## 2075     Married-civ-spouse    Protective-serv         Husband
## 2076          Never-married       Adm-clerical       Own-child
## 2077               Divorced      Other-service       Unmarried
## 2078          Never-married  Machine-op-inspct       Own-child
## 2079          Never-married    Farming-fishing       Own-child
## 2080     Married-civ-spouse    Exec-managerial         Husband
## 2081              Separated    Protective-serv       Unmarried
## 2082     Married-civ-spouse    Exec-managerial         Husband
## 2083              Separated    Exec-managerial       Unmarried
## 2084               Divorced  Machine-op-inspct   Not-in-family
## 2085     Married-civ-spouse                  ?            Wife
## 2086     Married-civ-spouse    Exec-managerial         Husband
## 2087     Married-civ-spouse              Sales         Husband
## 2088          Never-married       Adm-clerical       Own-child
## 2089     Married-civ-spouse       Adm-clerical            Wife
## 2090     Married-civ-spouse      Other-service         Husband
## 2091     Married-civ-spouse              Sales         Husband
## 2092          Never-married                  ?   Not-in-family
## 2093               Divorced              Sales   Not-in-family
## 2094     Married-civ-spouse              Sales         Husband
## 2095          Never-married                  ?       Own-child
## 2096     Married-civ-spouse       Craft-repair         Husband
## 2097          Never-married     Prof-specialty   Not-in-family
## 2098               Divorced       Adm-clerical   Not-in-family
## 2099     Married-civ-spouse     Prof-specialty         Husband
## 2100     Married-civ-spouse       Craft-repair         Husband
## 2101               Divorced    Exec-managerial   Not-in-family
## 2102     Married-civ-spouse       Craft-repair         Husband
## 2103               Divorced       Craft-repair       Unmarried
## 2104     Married-civ-spouse              Sales         Husband
## 2105     Married-civ-spouse   Transport-moving         Husband
## 2106          Never-married                  ?       Own-child
## 2107     Married-civ-spouse       Craft-repair         Husband
## 2108  Married-spouse-absent       Craft-repair  Other-relative
## 2109     Married-civ-spouse    Farming-fishing         Husband
## 2110     Married-civ-spouse              Sales         Husband
## 2111     Married-civ-spouse    Protective-serv         Husband
## 2112              Separated       Adm-clerical       Unmarried
## 2113     Married-civ-spouse       Adm-clerical            Wife
## 2114          Never-married              Sales       Unmarried
## 2115          Never-married    Exec-managerial       Own-child
## 2116          Never-married       Tech-support       Own-child
## 2117               Divorced       Craft-repair   Not-in-family
## 2118               Divorced     Prof-specialty   Not-in-family
## 2119                Widowed                  ?   Not-in-family
## 2120          Never-married       Craft-repair       Own-child
## 2121     Married-civ-spouse       Adm-clerical            Wife
## 2122          Never-married  Machine-op-inspct       Own-child
## 2123          Never-married    Protective-serv       Own-child
## 2124          Never-married       Tech-support       Own-child
## 2125          Never-married    Priv-house-serv       Own-child
## 2126          Never-married              Sales       Own-child
## 2127          Never-married                  ?       Own-child
## 2128          Never-married       Craft-repair   Not-in-family
## 2129     Married-civ-spouse      Other-service            Wife
## 2130     Married-civ-spouse     Prof-specialty         Husband
## 2131              Separated       Adm-clerical       Unmarried
## 2132               Divorced     Prof-specialty       Unmarried
## 2133          Never-married       Adm-clerical   Not-in-family
## 2134          Never-married    Exec-managerial   Not-in-family
## 2135     Married-civ-spouse       Craft-repair         Husband
## 2136          Never-married              Sales   Not-in-family
## 2137          Never-married    Priv-house-serv   Not-in-family
## 2138               Divorced       Adm-clerical  Other-relative
## 2139          Never-married      Other-service   Not-in-family
## 2140     Married-civ-spouse    Exec-managerial         Husband
## 2141                Widowed     Prof-specialty       Unmarried
## 2142                Widowed       Tech-support       Unmarried
## 2143                Widowed       Adm-clerical       Unmarried
## 2144               Divorced     Prof-specialty       Own-child
## 2145     Married-civ-spouse   Transport-moving         Husband
## 2146     Married-civ-spouse       Craft-repair         Husband
## 2147          Never-married     Prof-specialty       Own-child
## 2148     Married-civ-spouse  Machine-op-inspct         Husband
## 2149               Divorced     Prof-specialty   Not-in-family
## 2150     Married-civ-spouse       Craft-repair         Husband
## 2151          Never-married  Machine-op-inspct   Not-in-family
## 2152          Never-married       Adm-clerical   Not-in-family
## 2153          Never-married                  ?       Own-child
## 2154     Married-civ-spouse     Prof-specialty         Husband
## 2155                Widowed    Priv-house-serv   Not-in-family
## 2156     Married-civ-spouse                  ?         Husband
## 2157     Married-civ-spouse       Craft-repair         Husband
## 2158     Married-civ-spouse              Sales         Husband
## 2159     Married-civ-spouse              Sales         Husband
## 2160     Married-civ-spouse              Sales         Husband
## 2161     Married-civ-spouse    Exec-managerial         Husband
## 2162          Never-married      Other-service   Not-in-family
## 2163          Never-married       Craft-repair       Own-child
## 2164     Married-civ-spouse                  ?         Husband
## 2165     Married-civ-spouse                  ?            Wife
## 2166          Never-married      Other-service       Own-child
## 2167     Married-civ-spouse              Sales         Husband
## 2168     Married-civ-spouse    Exec-managerial         Husband
## 2169               Divorced              Sales       Unmarried
## 2170              Separated    Priv-house-serv   Not-in-family
## 2171     Married-civ-spouse       Craft-repair         Husband
## 2172              Separated    Protective-serv       Own-child
## 2173     Married-civ-spouse  Machine-op-inspct         Husband
## 2174     Married-civ-spouse   Transport-moving         Husband
## 2175     Married-civ-spouse              Sales         Husband
## 2176     Married-civ-spouse     Prof-specialty            Wife
## 2177     Married-civ-spouse       Craft-repair         Husband
## 2178               Divorced       Adm-clerical   Not-in-family
## 2179     Married-civ-spouse  Machine-op-inspct         Husband
## 2180     Married-civ-spouse    Exec-managerial         Husband
## 2181     Married-civ-spouse    Exec-managerial            Wife
## 2182     Married-civ-spouse     Prof-specialty         Husband
## 2183               Divorced              Sales       Unmarried
## 2184     Married-civ-spouse    Farming-fishing         Husband
## 2185     Married-civ-spouse              Sales         Husband
## 2186               Divorced       Craft-repair  Other-relative
## 2187               Divorced     Prof-specialty   Not-in-family
## 2188          Never-married  Machine-op-inspct   Not-in-family
## 2189          Never-married              Sales   Not-in-family
## 2190                Widowed   Transport-moving   Not-in-family
## 2191     Married-civ-spouse   Transport-moving         Husband
## 2192          Never-married       Adm-clerical   Not-in-family
## 2193              Separated       Adm-clerical       Own-child
## 2194     Married-civ-spouse  Handlers-cleaners  Other-relative
## 2195     Married-civ-spouse              Sales         Husband
## 2196     Married-civ-spouse  Machine-op-inspct         Husband
## 2197     Married-civ-spouse       Craft-repair         Husband
## 2198          Never-married       Adm-clerical       Own-child
## 2199     Married-civ-spouse       Adm-clerical            Wife
## 2200     Married-civ-spouse   Transport-moving         Husband
## 2201     Married-civ-spouse    Farming-fishing         Husband
## 2202     Married-civ-spouse       Adm-clerical         Husband
## 2203                Widowed       Adm-clerical       Unmarried
## 2204          Never-married     Prof-specialty       Own-child
## 2205              Separated    Exec-managerial       Unmarried
## 2206     Married-civ-spouse  Machine-op-inspct            Wife
## 2207     Married-civ-spouse   Transport-moving         Husband
## 2208          Never-married      Other-service   Not-in-family
## 2209     Married-civ-spouse              Sales         Husband
## 2210                Widowed    Protective-serv   Not-in-family
## 2211               Divorced                  ?   Not-in-family
## 2212          Never-married      Other-service   Not-in-family
## 2213     Married-civ-spouse  Handlers-cleaners         Husband
## 2214     Married-civ-spouse                  ?         Husband
## 2215          Never-married      Other-service   Not-in-family
## 2216     Married-civ-spouse              Sales         Husband
## 2217          Never-married       Adm-clerical   Not-in-family
## 2218     Married-civ-spouse    Exec-managerial         Husband
## 2219          Never-married  Machine-op-inspct       Unmarried
## 2220               Divorced              Sales   Not-in-family
## 2221          Never-married       Craft-repair   Not-in-family
## 2222              Separated      Other-service   Not-in-family
## 2223          Never-married                  ?       Own-child
## 2224          Never-married       Craft-repair       Own-child
## 2225          Never-married   Transport-moving       Unmarried
## 2226          Never-married       Tech-support   Not-in-family
## 2227              Separated       Adm-clerical       Unmarried
## 2228              Separated     Prof-specialty   Not-in-family
## 2229     Married-civ-spouse       Adm-clerical            Wife
## 2230     Married-civ-spouse   Transport-moving         Husband
## 2231     Married-civ-spouse              Sales         Husband
## 2232          Never-married    Exec-managerial       Own-child
## 2233          Never-married              Sales   Not-in-family
## 2234     Married-civ-spouse              Sales         Husband
## 2235     Married-civ-spouse  Machine-op-inspct         Husband
## 2236               Divorced     Prof-specialty       Unmarried
## 2237     Married-civ-spouse       Tech-support            Wife
## 2238     Married-civ-spouse     Prof-specialty         Husband
## 2239          Never-married       Tech-support       Unmarried
## 2240     Married-civ-spouse       Adm-clerical         Husband
## 2241     Married-civ-spouse     Prof-specialty         Husband
## 2242     Married-civ-spouse       Craft-repair         Husband
## 2243     Married-civ-spouse  Handlers-cleaners         Husband
## 2244     Married-civ-spouse       Craft-repair         Husband
## 2245               Divorced    Exec-managerial       Unmarried
## 2246     Married-civ-spouse       Craft-repair         Husband
## 2247               Divorced              Sales   Not-in-family
## 2248               Divorced       Adm-clerical   Not-in-family
## 2249          Never-married  Handlers-cleaners       Own-child
## 2250     Married-civ-spouse       Adm-clerical         Husband
## 2251               Divorced    Exec-managerial       Unmarried
## 2252          Never-married       Adm-clerical       Unmarried
## 2253     Married-civ-spouse       Adm-clerical         Husband
## 2254          Never-married    Exec-managerial   Not-in-family
## 2255     Married-civ-spouse    Exec-managerial         Husband
## 2256              Separated      Other-service   Not-in-family
## 2257     Married-civ-spouse    Farming-fishing         Husband
## 2258          Never-married      Other-service       Own-child
## 2259     Married-civ-spouse              Sales         Husband
## 2260          Never-married    Exec-managerial       Unmarried
## 2261          Never-married   Transport-moving       Own-child
## 2262     Married-civ-spouse       Craft-repair  Other-relative
## 2263               Divorced       Adm-clerical   Not-in-family
## 2264               Divorced       Craft-repair   Not-in-family
## 2265          Never-married    Exec-managerial       Own-child
## 2266     Married-civ-spouse              Sales         Husband
## 2267          Never-married  Machine-op-inspct       Own-child
## 2268          Never-married   Transport-moving       Unmarried
## 2269     Married-civ-spouse       Craft-repair         Husband
## 2270     Married-civ-spouse              Sales         Husband
## 2271               Divorced       Craft-repair       Unmarried
## 2272          Never-married  Machine-op-inspct   Not-in-family
## 2273          Never-married              Sales       Own-child
## 2274     Married-civ-spouse              Sales         Husband
## 2275     Married-civ-spouse       Craft-repair         Husband
## 2276     Married-civ-spouse  Machine-op-inspct         Husband
## 2277                Widowed      Other-service       Own-child
## 2278     Married-civ-spouse       Craft-repair         Husband
## 2279          Never-married              Sales  Other-relative
## 2280          Never-married     Prof-specialty   Not-in-family
## 2281          Never-married     Prof-specialty   Not-in-family
## 2282          Never-married                  ?       Own-child
## 2283     Married-civ-spouse      Other-service         Husband
## 2284          Never-married     Prof-specialty       Unmarried
## 2285          Never-married     Prof-specialty   Not-in-family
## 2286          Never-married              Sales   Not-in-family
## 2287     Married-civ-spouse     Prof-specialty         Husband
## 2288     Married-civ-spouse     Prof-specialty         Husband
## 2289     Married-civ-spouse    Protective-serv  Other-relative
## 2290     Married-civ-spouse       Craft-repair         Husband
## 2291          Never-married  Handlers-cleaners       Own-child
## 2292               Divorced       Craft-repair   Not-in-family
## 2293          Never-married                  ?       Own-child
## 2294     Married-civ-spouse       Craft-repair         Husband
## 2295               Divorced       Craft-repair       Unmarried
## 2296          Never-married  Machine-op-inspct       Own-child
## 2297          Never-married       Craft-repair  Other-relative
## 2298               Divorced       Adm-clerical       Unmarried
## 2299     Married-civ-spouse      Other-service         Husband
## 2300              Separated       Adm-clerical       Unmarried
## 2301               Divorced    Exec-managerial   Not-in-family
## 2302              Separated              Sales   Not-in-family
## 2303               Divorced       Tech-support   Not-in-family
## 2304          Never-married      Other-service   Not-in-family
## 2305     Married-civ-spouse              Sales         Husband
## 2306     Married-civ-spouse      Other-service            Wife
## 2307     Married-civ-spouse       Craft-repair         Husband
## 2308          Never-married  Handlers-cleaners       Own-child
## 2309     Married-civ-spouse     Prof-specialty         Husband
## 2310                Widowed       Adm-clerical   Not-in-family
## 2311                Widowed   Transport-moving   Not-in-family
## 2312  Married-spouse-absent     Prof-specialty   Not-in-family
## 2313     Married-civ-spouse              Sales            Wife
## 2314          Never-married       Adm-clerical       Own-child
## 2315     Married-civ-spouse       Adm-clerical            Wife
## 2316                Widowed       Craft-repair   Not-in-family
## 2317     Married-civ-spouse    Exec-managerial         Husband
## 2318          Never-married              Sales   Not-in-family
## 2319     Married-civ-spouse     Prof-specialty         Husband
## 2320     Married-civ-spouse              Sales         Husband
## 2321          Never-married       Craft-repair   Not-in-family
## 2322     Married-civ-spouse    Protective-serv         Husband
## 2323          Never-married       Craft-repair       Own-child
## 2324          Never-married                  ?       Own-child
## 2325     Married-civ-spouse    Exec-managerial         Husband
## 2326     Married-civ-spouse    Exec-managerial         Husband
## 2327                Widowed       Craft-repair       Unmarried
## 2328  Married-spouse-absent                  ?   Not-in-family
## 2329     Married-civ-spouse    Farming-fishing         Husband
## 2330               Divorced              Sales   Not-in-family
## 2331     Married-civ-spouse    Exec-managerial            Wife
## 2332               Divorced     Prof-specialty   Not-in-family
## 2333     Married-civ-spouse   Transport-moving         Husband
## 2334              Separated   Transport-moving   Not-in-family
## 2335     Married-civ-spouse    Exec-managerial         Husband
## 2336          Never-married       Adm-clerical       Own-child
## 2337  Married-spouse-absent  Machine-op-inspct   Not-in-family
## 2338          Never-married   Transport-moving       Own-child
## 2339          Never-married       Tech-support       Own-child
## 2340     Married-civ-spouse    Exec-managerial         Husband
## 2341               Divorced                  ?   Not-in-family
## 2342     Married-civ-spouse       Craft-repair         Husband
## 2343          Never-married    Farming-fishing   Not-in-family
## 2344          Never-married      Other-service       Unmarried
## 2345     Married-civ-spouse    Exec-managerial         Husband
## 2346     Married-civ-spouse              Sales         Husband
## 2347     Married-civ-spouse       Tech-support         Husband
## 2348          Never-married  Handlers-cleaners       Own-child
## 2349     Married-civ-spouse       Craft-repair         Husband
## 2350          Never-married    Exec-managerial   Not-in-family
## 2351               Divorced    Exec-managerial   Not-in-family
## 2352          Never-married    Exec-managerial   Not-in-family
## 2353     Married-civ-spouse    Exec-managerial         Husband
## 2354     Married-civ-spouse    Farming-fishing         Husband
## 2355          Never-married                  ?       Own-child
## 2356     Married-civ-spouse              Sales         Husband
## 2357              Separated                  ?       Own-child
## 2358     Married-civ-spouse      Other-service         Husband
## 2359     Married-civ-spouse                  ?         Husband
## 2360          Never-married                  ?       Own-child
## 2361     Married-civ-spouse    Exec-managerial         Husband
## 2362     Married-civ-spouse     Prof-specialty         Husband
## 2363     Married-civ-spouse       Craft-repair         Husband
## 2364          Never-married  Handlers-cleaners       Own-child
## 2365          Never-married   Transport-moving       Own-child
## 2366              Separated      Other-service   Not-in-family
## 2367          Never-married       Adm-clerical   Not-in-family
## 2368              Separated     Prof-specialty   Not-in-family
## 2369          Never-married       Craft-repair       Own-child
## 2370     Married-civ-spouse  Handlers-cleaners         Husband
## 2371     Married-civ-spouse    Protective-serv         Husband
## 2372              Separated     Prof-specialty   Not-in-family
## 2373     Married-civ-spouse                  ?         Husband
## 2374     Married-civ-spouse       Craft-repair         Husband
## 2375          Never-married     Prof-specialty   Not-in-family
## 2376               Divorced              Sales   Not-in-family
## 2377          Never-married              Sales   Not-in-family
## 2378     Married-civ-spouse  Machine-op-inspct         Husband
## 2379              Separated       Adm-clerical       Unmarried
## 2380               Divorced    Exec-managerial   Not-in-family
## 2381          Never-married                  ?   Not-in-family
## 2382          Never-married       Craft-repair       Own-child
## 2383          Never-married                  ?   Not-in-family
## 2384  Married-spouse-absent      Other-service       Unmarried
## 2385          Never-married    Exec-managerial       Own-child
## 2386     Married-civ-spouse              Sales         Husband
## 2387     Married-civ-spouse              Sales         Husband
## 2388     Married-civ-spouse    Farming-fishing         Husband
## 2389     Married-civ-spouse   Transport-moving         Husband
## 2390     Married-civ-spouse       Adm-clerical         Husband
## 2391     Married-civ-spouse    Exec-managerial         Husband
## 2392          Never-married     Prof-specialty   Not-in-family
## 2393     Married-civ-spouse  Handlers-cleaners         Husband
## 2394          Never-married  Handlers-cleaners   Not-in-family
## 2395          Never-married              Sales       Own-child
## 2396          Never-married  Machine-op-inspct   Not-in-family
## 2397          Never-married     Prof-specialty   Not-in-family
## 2398          Never-married                  ?       Own-child
## 2399          Never-married              Sales       Own-child
## 2400               Divorced  Machine-op-inspct   Not-in-family
## 2401          Never-married       Adm-clerical   Not-in-family
## 2402          Never-married  Machine-op-inspct       Own-child
## 2403     Married-civ-spouse      Other-service         Husband
## 2404     Married-civ-spouse    Exec-managerial         Husband
## 2405     Married-civ-spouse              Sales         Husband
## 2406     Married-civ-spouse  Machine-op-inspct         Husband
## 2407     Married-civ-spouse    Exec-managerial         Husband
## 2408     Married-civ-spouse      Other-service            Wife
## 2409          Never-married       Adm-clerical   Not-in-family
## 2410          Never-married      Other-service       Own-child
## 2411     Married-civ-spouse      Other-service         Husband
## 2412               Divorced       Adm-clerical       Unmarried
## 2413          Never-married    Exec-managerial       Own-child
## 2414          Never-married    Farming-fishing   Not-in-family
## 2415               Divorced    Exec-managerial       Unmarried
## 2416     Married-civ-spouse     Prof-specialty         Husband
## 2417     Married-civ-spouse    Farming-fishing         Husband
## 2418          Never-married       Adm-clerical       Own-child
## 2419          Never-married              Sales   Not-in-family
## 2420     Married-civ-spouse       Craft-repair         Husband
## 2421     Married-civ-spouse                  ?         Husband
## 2422                Widowed       Adm-clerical   Not-in-family
## 2423     Married-civ-spouse   Transport-moving         Husband
## 2424          Never-married              Sales   Not-in-family
## 2425     Married-civ-spouse  Machine-op-inspct         Husband
## 2426     Married-civ-spouse  Machine-op-inspct         Husband
## 2427     Married-civ-spouse     Prof-specialty         Husband
## 2428          Never-married                  ?       Own-child
## 2429          Never-married              Sales       Own-child
## 2430     Married-civ-spouse    Farming-fishing         Husband
## 2431     Married-civ-spouse       Craft-repair         Husband
## 2432     Married-civ-spouse       Craft-repair         Husband
## 2433     Married-civ-spouse              Sales         Husband
## 2434     Married-civ-spouse    Exec-managerial         Husband
## 2435          Never-married       Tech-support   Not-in-family
## 2436          Never-married      Other-service       Unmarried
## 2437          Never-married       Adm-clerical   Not-in-family
## 2438          Never-married      Other-service   Not-in-family
## 2439          Never-married       Tech-support       Own-child
## 2440     Married-civ-spouse       Craft-repair         Husband
## 2441     Married-civ-spouse              Sales         Husband
## 2442     Married-civ-spouse  Machine-op-inspct         Husband
## 2443               Divorced       Adm-clerical       Unmarried
## 2444          Never-married       Craft-repair  Other-relative
## 2445          Never-married              Sales       Own-child
## 2446     Married-civ-spouse     Prof-specialty         Husband
## 2447     Married-civ-spouse  Handlers-cleaners         Husband
## 2448               Divorced      Other-service   Not-in-family
## 2449          Never-married    Protective-serv   Not-in-family
## 2450              Separated      Other-service       Own-child
## 2451               Divorced              Sales   Not-in-family
## 2452          Never-married      Other-service       Unmarried
## 2453          Never-married              Sales   Not-in-family
## 2454     Married-civ-spouse       Adm-clerical            Wife
## 2455               Divorced       Adm-clerical       Unmarried
## 2456               Divorced  Machine-op-inspct   Not-in-family
## 2457     Married-civ-spouse              Sales         Husband
## 2458     Married-civ-spouse       Craft-repair         Husband
## 2459              Separated       Adm-clerical       Unmarried
## 2460               Divorced       Craft-repair       Own-child
## 2461     Married-civ-spouse       Craft-repair         Husband
## 2462          Never-married       Craft-repair   Not-in-family
## 2463     Married-civ-spouse    Exec-managerial         Husband
## 2464               Divorced    Protective-serv   Not-in-family
## 2465     Married-civ-spouse                  ?         Husband
## 2466     Married-civ-spouse              Sales         Husband
## 2467               Divorced  Machine-op-inspct   Not-in-family
## 2468               Divorced              Sales  Other-relative
## 2469               Divorced              Sales   Not-in-family
## 2470     Married-civ-spouse              Sales            Wife
## 2471     Married-civ-spouse       Tech-support         Husband
## 2472          Never-married     Prof-specialty   Not-in-family
## 2473     Married-civ-spouse       Tech-support  Other-relative
## 2474     Married-civ-spouse              Sales         Husband
## 2475     Married-civ-spouse       Craft-repair         Husband
## 2476          Never-married   Transport-moving       Own-child
## 2477          Never-married                  ?   Not-in-family
## 2478              Separated       Craft-repair   Not-in-family
## 2479     Married-civ-spouse  Machine-op-inspct         Husband
## 2480              Separated  Handlers-cleaners       Unmarried
## 2481     Married-civ-spouse              Sales         Husband
## 2482     Married-civ-spouse    Exec-managerial         Husband
## 2483          Never-married       Adm-clerical   Not-in-family
## 2484     Married-civ-spouse    Exec-managerial         Husband
## 2485     Married-civ-spouse     Prof-specialty         Husband
## 2486     Married-civ-spouse       Craft-repair         Husband
## 2487     Married-civ-spouse                  ?         Husband
## 2488               Divorced       Adm-clerical   Not-in-family
## 2489     Married-civ-spouse       Craft-repair         Husband
## 2490               Divorced              Sales       Unmarried
## 2491               Divorced       Craft-repair       Unmarried
## 2492     Married-civ-spouse                  ?         Husband
## 2493          Never-married  Handlers-cleaners       Own-child
## 2494          Never-married       Craft-repair       Own-child
## 2495               Divorced    Exec-managerial   Not-in-family
## 2496     Married-civ-spouse   Transport-moving         Husband
## 2497          Never-married                  ?       Own-child
## 2498     Married-civ-spouse    Exec-managerial         Husband
## 2499     Married-civ-spouse              Sales         Husband
## 2500          Never-married    Protective-serv       Own-child
## 2501          Never-married       Adm-clerical   Not-in-family
## 2502  Married-spouse-absent    Exec-managerial   Not-in-family
## 2503               Divorced  Machine-op-inspct   Not-in-family
## 2504               Divorced       Craft-repair       Unmarried
## 2505     Married-civ-spouse   Transport-moving         Husband
## 2506                Widowed       Craft-repair   Not-in-family
## 2507          Never-married                  ?       Own-child
## 2508     Married-civ-spouse              Sales         Husband
## 2509          Never-married       Craft-repair   Not-in-family
## 2510     Married-civ-spouse       Craft-repair   Not-in-family
## 2511               Divorced    Protective-serv   Not-in-family
## 2512          Never-married       Adm-clerical   Not-in-family
## 2513     Married-civ-spouse       Adm-clerical         Husband
## 2514     Married-civ-spouse                  ?         Husband
## 2515     Married-civ-spouse   Transport-moving         Husband
## 2516          Never-married  Handlers-cleaners  Other-relative
## 2517     Married-civ-spouse      Other-service            Wife
## 2518     Married-civ-spouse    Exec-managerial         Husband
## 2519          Never-married      Other-service       Own-child
## 2520     Married-civ-spouse       Craft-repair         Husband
## 2521     Married-civ-spouse       Craft-repair         Husband
## 2522          Never-married                  ?   Not-in-family
## 2523     Married-civ-spouse       Craft-repair         Husband
## 2524              Separated      Other-service       Unmarried
## 2525     Married-civ-spouse  Machine-op-inspct         Husband
## 2526               Divorced  Machine-op-inspct   Not-in-family
## 2527               Divorced     Prof-specialty       Unmarried
## 2528          Never-married    Exec-managerial  Other-relative
## 2529     Married-civ-spouse    Exec-managerial         Husband
## 2530          Never-married    Exec-managerial   Not-in-family
## 2531          Never-married      Other-service   Not-in-family
## 2532          Never-married      Other-service   Not-in-family
## 2533          Never-married    Protective-serv       Own-child
## 2534          Never-married              Sales   Not-in-family
## 2535     Married-civ-spouse       Craft-repair         Husband
## 2536               Divorced       Adm-clerical       Unmarried
## 2537          Never-married       Adm-clerical   Not-in-family
## 2538          Never-married              Sales   Not-in-family
## 2539     Married-civ-spouse  Machine-op-inspct         Husband
## 2540              Separated    Exec-managerial       Unmarried
## 2541                Widowed       Adm-clerical       Unmarried
## 2542     Married-civ-spouse       Adm-clerical         Husband
## 2543  Married-spouse-absent              Sales   Not-in-family
## 2544                Widowed  Machine-op-inspct       Unmarried
## 2545          Never-married                  ?       Own-child
## 2546               Divorced              Sales   Not-in-family
## 2547     Married-civ-spouse   Transport-moving         Husband
## 2548          Never-married       Adm-clerical       Own-child
## 2549               Divorced       Adm-clerical   Not-in-family
## 2550  Married-spouse-absent     Prof-specialty   Not-in-family
## 2551          Never-married      Other-service       Own-child
## 2552     Married-civ-spouse    Farming-fishing         Husband
## 2553     Married-civ-spouse              Sales         Husband
## 2554          Never-married       Adm-clerical       Unmarried
## 2555     Married-civ-spouse    Exec-managerial         Husband
## 2556          Never-married    Farming-fishing       Own-child
## 2557     Married-civ-spouse              Sales         Husband
## 2558          Never-married     Prof-specialty   Not-in-family
## 2559     Married-civ-spouse     Prof-specialty         Husband
## 2560     Married-civ-spouse       Adm-clerical            Wife
## 2561     Married-civ-spouse       Adm-clerical            Wife
## 2562          Never-married  Machine-op-inspct       Unmarried
## 2563               Divorced    Exec-managerial   Not-in-family
## 2564          Never-married       Adm-clerical       Unmarried
## 2565          Never-married              Sales       Own-child
## 2566     Married-civ-spouse       Adm-clerical         Husband
## 2567     Married-civ-spouse                  ?         Husband
## 2568          Never-married     Prof-specialty   Not-in-family
## 2569          Never-married    Farming-fishing       Own-child
## 2570     Married-civ-spouse    Exec-managerial         Husband
## 2571     Married-civ-spouse                  ?         Husband
## 2572          Never-married                  ?   Not-in-family
## 2573              Separated       Craft-repair   Not-in-family
## 2574               Divorced  Machine-op-inspct   Not-in-family
## 2575     Married-civ-spouse     Prof-specialty         Husband
## 2576          Never-married              Sales       Unmarried
## 2577     Married-civ-spouse              Sales         Husband
## 2578               Divorced       Adm-clerical       Unmarried
## 2579     Married-civ-spouse                  ?         Husband
## 2580     Married-civ-spouse   Transport-moving         Husband
## 2581     Married-civ-spouse   Transport-moving         Husband
## 2582  Married-spouse-absent  Machine-op-inspct       Unmarried
## 2583     Married-civ-spouse       Craft-repair         Husband
## 2584     Married-civ-spouse    Exec-managerial         Husband
## 2585               Divorced       Craft-repair       Unmarried
## 2586               Divorced       Adm-clerical   Not-in-family
## 2587          Never-married                  ?   Not-in-family
## 2588     Married-civ-spouse     Prof-specialty         Husband
## 2589     Married-civ-spouse    Exec-managerial         Husband
## 2590     Married-civ-spouse       Craft-repair         Husband
## 2591               Divorced       Adm-clerical  Other-relative
## 2592  Married-spouse-absent       Craft-repair   Not-in-family
## 2593          Never-married  Machine-op-inspct   Not-in-family
## 2594          Never-married    Exec-managerial   Not-in-family
## 2595                Widowed                  ?       Unmarried
## 2596               Divorced  Handlers-cleaners       Unmarried
## 2597          Never-married       Craft-repair       Own-child
## 2598               Divorced     Prof-specialty   Not-in-family
## 2599     Married-civ-spouse   Transport-moving         Husband
## 2600     Married-civ-spouse       Adm-clerical         Husband
## 2601          Never-married       Adm-clerical   Not-in-family
## 2602     Married-civ-spouse   Transport-moving         Husband
## 2603               Divorced       Tech-support       Unmarried
## 2604               Divorced    Exec-managerial   Not-in-family
## 2605          Never-married  Handlers-cleaners       Own-child
## 2606     Married-civ-spouse      Other-service         Husband
## 2607          Never-married                  ?       Own-child
## 2608     Married-civ-spouse    Exec-managerial         Husband
## 2609          Never-married      Other-service   Not-in-family
## 2610     Married-civ-spouse    Exec-managerial         Husband
## 2611          Never-married              Sales  Other-relative
## 2612     Married-civ-spouse   Transport-moving         Husband
## 2613     Married-civ-spouse              Sales         Husband
## 2614          Never-married  Machine-op-inspct  Other-relative
## 2615     Married-civ-spouse    Exec-managerial         Husband
## 2616                Widowed       Adm-clerical   Not-in-family
## 2617          Never-married   Transport-moving   Not-in-family
## 2618          Never-married       Adm-clerical   Not-in-family
## 2619     Married-civ-spouse              Sales         Husband
## 2620     Married-civ-spouse  Handlers-cleaners         Husband
## 2621     Married-civ-spouse   Transport-moving         Husband
## 2622          Never-married              Sales   Not-in-family
## 2623     Married-civ-spouse       Craft-repair         Husband
## 2624          Never-married       Craft-repair   Not-in-family
## 2625     Married-civ-spouse       Craft-repair         Husband
## 2626     Married-civ-spouse       Craft-repair         Husband
## 2627     Married-civ-spouse    Exec-managerial         Husband
## 2628               Divorced       Craft-repair   Not-in-family
## 2629          Never-married  Handlers-cleaners  Other-relative
## 2630     Married-civ-spouse       Craft-repair         Husband
## 2631          Never-married       Tech-support   Not-in-family
## 2632     Married-civ-spouse       Tech-support         Husband
## 2633     Married-civ-spouse                  ?            Wife
## 2634     Married-civ-spouse              Sales         Husband
## 2635          Never-married                  ?   Not-in-family
## 2636     Married-civ-spouse     Prof-specialty         Husband
## 2637          Never-married       Adm-clerical   Not-in-family
## 2638     Married-civ-spouse    Exec-managerial            Wife
## 2639     Married-civ-spouse                  ?         Husband
## 2640          Never-married  Machine-op-inspct   Not-in-family
## 2641     Married-civ-spouse       Craft-repair         Husband
## 2642               Divorced     Prof-specialty   Not-in-family
## 2643          Never-married       Adm-clerical       Own-child
## 2644     Married-civ-spouse       Craft-repair         Husband
## 2645          Never-married      Other-service   Not-in-family
## 2646     Married-civ-spouse       Craft-repair         Husband
## 2647                Widowed      Other-service   Not-in-family
## 2648     Married-civ-spouse              Sales         Husband
## 2649          Never-married       Adm-clerical   Not-in-family
## 2650     Married-civ-spouse       Adm-clerical            Wife
## 2651          Never-married       Adm-clerical       Own-child
## 2652  Married-spouse-absent    Exec-managerial   Not-in-family
## 2653     Married-civ-spouse     Prof-specialty         Husband
## 2654          Never-married       Adm-clerical   Not-in-family
## 2655     Married-civ-spouse    Exec-managerial         Husband
## 2656          Never-married       Adm-clerical  Other-relative
## 2657          Never-married              Sales       Own-child
## 2658                Widowed       Adm-clerical       Unmarried
## 2659     Married-civ-spouse   Transport-moving         Husband
## 2660     Married-civ-spouse     Prof-specialty         Husband
## 2661     Married-civ-spouse       Craft-repair         Husband
## 2662     Married-civ-spouse       Craft-repair         Husband
## 2663              Separated  Machine-op-inspct       Unmarried
## 2664               Divorced     Prof-specialty       Unmarried
## 2665               Divorced    Exec-managerial   Not-in-family
## 2666     Married-civ-spouse              Sales         Husband
## 2667          Never-married  Handlers-cleaners       Own-child
## 2668     Married-civ-spouse      Other-service         Husband
## 2669              Separated      Other-service       Own-child
## 2670                Widowed    Exec-managerial   Not-in-family
## 2671     Married-civ-spouse  Handlers-cleaners         Husband
## 2672          Never-married              Sales       Own-child
## 2673          Never-married     Prof-specialty   Not-in-family
## 2674          Never-married                  ?       Own-child
## 2675          Never-married      Other-service   Not-in-family
## 2676     Married-civ-spouse       Craft-repair         Husband
## 2677     Married-civ-spouse                  ?         Husband
## 2678          Never-married       Adm-clerical       Unmarried
## 2679          Never-married    Farming-fishing   Not-in-family
## 2680                Widowed       Tech-support       Unmarried
## 2681     Married-civ-spouse     Prof-specialty         Husband
## 2682     Married-civ-spouse     Prof-specialty         Husband
## 2683  Married-spouse-absent     Prof-specialty   Not-in-family
## 2684     Married-civ-spouse       Tech-support         Husband
## 2685     Married-civ-spouse    Exec-managerial         Husband
## 2686          Never-married       Adm-clerical       Unmarried
## 2687               Divorced     Prof-specialty   Not-in-family
## 2688     Married-civ-spouse     Prof-specialty         Husband
## 2689     Married-civ-spouse   Transport-moving         Husband
## 2690          Never-married                  ?  Other-relative
## 2691     Married-civ-spouse       Craft-repair         Husband
## 2692     Married-civ-spouse       Adm-clerical         Husband
## 2693     Married-civ-spouse      Other-service         Husband
## 2694          Never-married    Exec-managerial   Not-in-family
## 2695     Married-civ-spouse       Craft-repair         Husband
## 2696     Married-civ-spouse   Transport-moving         Husband
## 2697               Divorced      Other-service       Own-child
## 2698     Married-civ-spouse              Sales         Husband
## 2699               Divorced    Farming-fishing   Not-in-family
## 2700               Divorced     Prof-specialty   Not-in-family
## 2701               Divorced              Sales       Own-child
## 2702          Never-married       Adm-clerical   Not-in-family
## 2703     Married-civ-spouse              Sales         Husband
## 2704          Never-married      Other-service       Own-child
## 2705          Never-married      Other-service       Own-child
## 2706               Divorced       Tech-support       Unmarried
## 2707     Married-civ-spouse  Handlers-cleaners  Other-relative
## 2708     Married-civ-spouse     Prof-specialty         Husband
## 2709               Divorced              Sales   Not-in-family
## 2710          Never-married       Adm-clerical       Own-child
## 2711     Married-civ-spouse       Tech-support         Husband
## 2712          Never-married  Machine-op-inspct  Other-relative
## 2713          Never-married      Other-service   Not-in-family
## 2714               Divorced    Exec-managerial   Not-in-family
## 2715          Never-married       Craft-repair       Own-child
## 2716                Widowed       Adm-clerical   Not-in-family
## 2717     Married-civ-spouse     Prof-specialty            Wife
## 2718               Divorced              Sales       Unmarried
## 2719               Divorced    Exec-managerial   Not-in-family
## 2720     Married-civ-spouse              Sales         Husband
## 2721          Never-married       Adm-clerical       Unmarried
## 2722     Married-civ-spouse              Sales         Husband
## 2723          Never-married  Handlers-cleaners       Own-child
## 2724          Never-married    Exec-managerial       Own-child
## 2725               Divorced     Prof-specialty       Unmarried
## 2726          Never-married     Prof-specialty   Not-in-family
## 2727          Never-married     Prof-specialty   Not-in-family
## 2728          Never-married       Adm-clerical   Not-in-family
## 2729          Never-married      Other-service       Own-child
## 2730          Never-married      Other-service       Own-child
## 2731     Married-civ-spouse    Priv-house-serv  Other-relative
## 2732     Married-civ-spouse     Prof-specialty         Husband
## 2733          Never-married      Other-service   Not-in-family
## 2734               Divorced    Exec-managerial       Unmarried
## 2735     Married-civ-spouse       Craft-repair         Husband
## 2736          Never-married     Prof-specialty   Not-in-family
## 2737     Married-civ-spouse    Protective-serv         Husband
## 2738               Divorced              Sales  Other-relative
## 2739     Married-civ-spouse       Adm-clerical            Wife
## 2740          Never-married    Exec-managerial   Not-in-family
## 2741     Married-civ-spouse    Exec-managerial         Husband
## 2742     Married-civ-spouse      Other-service         Husband
## 2743               Divorced      Other-service       Unmarried
## 2744     Married-civ-spouse       Adm-clerical         Husband
## 2745     Married-civ-spouse              Sales         Husband
## 2746     Married-civ-spouse  Machine-op-inspct         Husband
## 2747               Divorced    Exec-managerial  Other-relative
## 2748     Married-civ-spouse  Machine-op-inspct         Husband
## 2749     Married-civ-spouse   Transport-moving         Husband
## 2750          Never-married  Machine-op-inspct       Own-child
## 2751               Divorced              Sales   Not-in-family
## 2752               Divorced                  ?   Not-in-family
## 2753     Married-civ-spouse    Exec-managerial         Husband
## 2754     Married-civ-spouse              Sales         Husband
## 2755     Married-civ-spouse    Farming-fishing         Husband
## 2756          Never-married      Other-service       Own-child
## 2757     Married-civ-spouse    Exec-managerial         Husband
## 2758          Never-married  Handlers-cleaners       Own-child
## 2759              Separated    Exec-managerial   Not-in-family
## 2760     Married-civ-spouse    Exec-managerial         Husband
## 2761     Married-civ-spouse                  ?         Husband
## 2762               Divorced                  ?       Own-child
## 2763     Married-civ-spouse       Craft-repair         Husband
## 2764          Never-married       Adm-clerical   Not-in-family
## 2765          Never-married      Other-service       Own-child
## 2766               Divorced       Adm-clerical       Unmarried
## 2767          Never-married       Craft-repair       Own-child
## 2768     Married-civ-spouse   Transport-moving         Husband
## 2769               Divorced              Sales   Not-in-family
## 2770          Never-married    Protective-serv       Own-child
## 2771               Divorced       Adm-clerical       Unmarried
## 2772               Divorced    Exec-managerial   Not-in-family
## 2773          Never-married      Other-service       Own-child
## 2774          Never-married      Other-service   Not-in-family
## 2775     Married-civ-spouse       Tech-support         Husband
## 2776     Married-civ-spouse     Prof-specialty         Husband
## 2777          Never-married              Sales       Own-child
## 2778               Divorced   Transport-moving   Not-in-family
## 2779              Separated       Adm-clerical   Not-in-family
## 2780               Divorced      Other-service   Not-in-family
## 2781     Married-civ-spouse     Prof-specialty         Husband
## 2782     Married-civ-spouse              Sales         Husband
## 2783          Never-married              Sales       Own-child
## 2784               Divorced    Protective-serv   Not-in-family
## 2785          Never-married  Handlers-cleaners   Not-in-family
## 2786                Widowed       Adm-clerical       Unmarried
## 2787     Married-civ-spouse              Sales         Husband
## 2788          Never-married              Sales   Not-in-family
## 2789          Never-married     Prof-specialty   Not-in-family
## 2790               Divorced  Machine-op-inspct   Not-in-family
## 2791                Widowed       Adm-clerical   Not-in-family
## 2792               Divorced       Adm-clerical   Not-in-family
## 2793               Divorced       Craft-repair   Not-in-family
## 2794                Widowed              Sales   Not-in-family
## 2795     Married-civ-spouse     Prof-specialty         Husband
## 2796               Divorced  Machine-op-inspct       Unmarried
## 2797     Married-civ-spouse     Prof-specialty         Husband
## 2798          Never-married       Adm-clerical   Not-in-family
## 2799          Never-married      Other-service       Unmarried
## 2800     Married-civ-spouse     Prof-specialty         Husband
## 2801     Married-civ-spouse     Prof-specialty         Husband
## 2802          Never-married      Other-service       Own-child
## 2803     Married-civ-spouse     Prof-specialty         Husband
## 2804          Never-married     Prof-specialty       Own-child
## 2805     Married-civ-spouse       Adm-clerical            Wife
## 2806          Never-married              Sales       Own-child
## 2807              Separated     Prof-specialty   Not-in-family
## 2808                Widowed      Other-service       Unmarried
## 2809               Divorced      Other-service       Unmarried
## 2810          Never-married       Adm-clerical   Not-in-family
## 2811     Married-civ-spouse    Farming-fishing         Husband
## 2812                Widowed      Other-service       Unmarried
## 2813     Married-civ-spouse              Sales            Wife
## 2814          Never-married       Adm-clerical   Not-in-family
## 2815          Never-married              Sales       Own-child
## 2816     Married-civ-spouse   Transport-moving         Husband
## 2817     Married-civ-spouse       Craft-repair         Husband
## 2818     Married-civ-spouse  Machine-op-inspct         Husband
## 2819          Never-married     Prof-specialty   Not-in-family
## 2820          Never-married      Other-service   Not-in-family
## 2821     Married-civ-spouse    Exec-managerial         Husband
## 2822          Never-married  Machine-op-inspct       Own-child
## 2823               Divorced       Craft-repair       Own-child
## 2824          Never-married     Prof-specialty       Own-child
## 2825     Married-civ-spouse     Prof-specialty         Husband
## 2826     Married-civ-spouse    Exec-managerial            Wife
## 2827     Married-civ-spouse       Craft-repair         Husband
## 2828          Never-married  Machine-op-inspct   Not-in-family
## 2829     Married-civ-spouse    Exec-managerial         Husband
## 2830     Married-civ-spouse     Prof-specialty         Husband
## 2831     Married-civ-spouse    Exec-managerial         Husband
## 2832     Married-civ-spouse    Exec-managerial         Husband
## 2833     Married-civ-spouse              Sales         Husband
## 2834     Married-civ-spouse     Prof-specialty         Husband
## 2835          Never-married       Adm-clerical   Not-in-family
## 2836          Never-married              Sales       Own-child
## 2837               Divorced       Craft-repair   Not-in-family
## 2838     Married-civ-spouse      Other-service            Wife
## 2839               Divorced              Sales   Not-in-family
## 2840     Married-civ-spouse       Craft-repair         Husband
## 2841          Never-married     Prof-specialty   Not-in-family
## 2842               Divorced     Prof-specialty       Unmarried
## 2843     Married-civ-spouse       Adm-clerical         Husband
## 2844     Married-civ-spouse      Other-service         Husband
## 2845     Married-civ-spouse              Sales         Husband
## 2846     Married-civ-spouse              Sales         Husband
## 2847     Married-civ-spouse     Prof-specialty         Husband
## 2848          Never-married                  ?       Unmarried
## 2849     Married-civ-spouse    Exec-managerial         Husband
## 2850          Never-married      Other-service       Own-child
## 2851     Married-civ-spouse    Farming-fishing         Husband
## 2852          Never-married     Prof-specialty       Own-child
## 2853     Married-civ-spouse              Sales            Wife
## 2854              Separated              Sales  Other-relative
## 2855          Never-married     Prof-specialty   Not-in-family
## 2856          Never-married      Other-service       Unmarried
## 2857     Married-civ-spouse                  ?         Husband
## 2858               Divorced                  ?       Unmarried
## 2859          Never-married                  ?       Own-child
## 2860          Never-married     Prof-specialty   Not-in-family
## 2861     Married-civ-spouse              Sales         Husband
## 2862          Never-married  Machine-op-inspct   Not-in-family
## 2863          Never-married  Handlers-cleaners       Unmarried
## 2864     Married-civ-spouse     Prof-specialty         Husband
## 2865     Married-civ-spouse              Sales            Wife
## 2866               Divorced  Machine-op-inspct       Unmarried
## 2867     Married-civ-spouse  Handlers-cleaners         Husband
## 2868               Divorced      Other-service       Unmarried
## 2869          Never-married     Prof-specialty       Own-child
## 2870          Never-married  Handlers-cleaners       Own-child
## 2871     Married-civ-spouse       Craft-repair         Husband
## 2872     Married-civ-spouse    Protective-serv         Husband
## 2873     Married-civ-spouse       Craft-repair         Husband
## 2874               Divorced     Prof-specialty       Unmarried
## 2875     Married-civ-spouse       Adm-clerical            Wife
## 2876          Never-married    Protective-serv  Other-relative
## 2877          Never-married       Craft-repair   Not-in-family
## 2878     Married-civ-spouse       Craft-repair         Husband
## 2879     Married-civ-spouse  Handlers-cleaners         Husband
## 2880          Never-married      Other-service  Other-relative
## 2881          Never-married  Handlers-cleaners  Other-relative
## 2882              Separated       Adm-clerical   Not-in-family
## 2883     Married-civ-spouse    Exec-managerial         Husband
## 2884               Divorced    Exec-managerial   Not-in-family
## 2885                Widowed       Craft-repair       Unmarried
## 2886                Widowed                  ?       Unmarried
## 2887     Married-civ-spouse       Craft-repair         Husband
## 2888      Married-AF-spouse              Sales            Wife
## 2889               Divorced     Prof-specialty       Unmarried
## 2890     Married-civ-spouse       Adm-clerical         Husband
## 2891  Married-spouse-absent      Other-service       Own-child
## 2892              Separated       Adm-clerical       Own-child
## 2893     Married-civ-spouse    Exec-managerial         Husband
## 2894          Never-married     Prof-specialty   Not-in-family
## 2895     Married-civ-spouse    Exec-managerial         Husband
## 2896              Separated       Adm-clerical       Unmarried
## 2897     Married-civ-spouse  Machine-op-inspct         Husband
## 2898              Separated      Other-service   Not-in-family
## 2899          Never-married     Prof-specialty       Own-child
## 2900               Divorced       Tech-support       Unmarried
## 2901     Married-civ-spouse   Transport-moving         Husband
## 2902     Married-civ-spouse    Exec-managerial         Husband
## 2903     Married-civ-spouse  Handlers-cleaners         Husband
## 2904     Married-civ-spouse              Sales         Husband
## 2905     Married-civ-spouse      Other-service         Husband
## 2906               Divorced      Other-service       Unmarried
## 2907                Widowed    Priv-house-serv   Not-in-family
## 2908               Divorced       Adm-clerical       Own-child
## 2909          Never-married      Other-service       Own-child
## 2910     Married-civ-spouse    Exec-managerial         Husband
## 2911          Never-married  Handlers-cleaners       Own-child
## 2912          Never-married              Sales       Own-child
## 2913              Separated       Adm-clerical       Unmarried
## 2914          Never-married       Adm-clerical   Not-in-family
## 2915          Never-married  Machine-op-inspct       Unmarried
## 2916     Married-civ-spouse              Sales            Wife
## 2917               Divorced              Sales       Unmarried
## 2918     Married-civ-spouse       Tech-support         Husband
## 2919     Married-civ-spouse    Exec-managerial         Husband
## 2920     Married-civ-spouse              Sales         Husband
## 2921     Married-civ-spouse    Farming-fishing         Husband
## 2922          Never-married       Craft-repair  Other-relative
## 2923               Divorced       Craft-repair       Unmarried
## 2924     Married-civ-spouse    Exec-managerial         Husband
## 2925          Never-married       Craft-repair   Not-in-family
## 2926     Married-civ-spouse              Sales            Wife
## 2927  Married-spouse-absent       Craft-repair   Not-in-family
## 2928               Divorced  Machine-op-inspct       Own-child
## 2929          Never-married       Adm-clerical       Own-child
## 2930     Married-civ-spouse   Transport-moving         Husband
## 2931          Never-married                  ?       Own-child
## 2932          Never-married       Craft-repair   Not-in-family
## 2933          Never-married                  ?       Unmarried
## 2934          Never-married     Prof-specialty       Own-child
## 2935          Never-married  Machine-op-inspct       Own-child
## 2936     Married-civ-spouse       Adm-clerical         Husband
## 2937          Never-married      Other-service       Own-child
## 2938          Never-married      Other-service       Own-child
## 2939     Married-civ-spouse  Machine-op-inspct            Wife
## 2940     Married-civ-spouse    Farming-fishing         Husband
## 2941          Never-married              Sales       Unmarried
## 2942     Married-civ-spouse    Exec-managerial         Husband
## 2943     Married-civ-spouse       Craft-repair         Husband
## 2944          Never-married       Tech-support       Own-child
## 2945          Never-married      Other-service       Own-child
## 2946          Never-married       Craft-repair       Own-child
## 2947          Never-married      Other-service  Other-relative
## 2948          Never-married                  ?       Own-child
## 2949     Married-civ-spouse     Prof-specialty         Husband
## 2950          Never-married       Craft-repair       Own-child
## 2951     Married-civ-spouse     Prof-specialty         Husband
## 2952                Widowed    Exec-managerial       Unmarried
## 2953     Married-civ-spouse                  ?            Wife
## 2954     Married-civ-spouse    Protective-serv         Husband
## 2955          Never-married  Machine-op-inspct       Unmarried
## 2956     Married-civ-spouse     Prof-specialty         Husband
## 2957     Married-civ-spouse    Exec-managerial         Husband
## 2958              Separated     Prof-specialty       Unmarried
## 2959               Divorced    Exec-managerial   Not-in-family
## 2960     Married-civ-spouse    Farming-fishing         Husband
## 2961          Never-married     Prof-specialty   Not-in-family
## 2962                Widowed                  ?   Not-in-family
## 2963     Married-civ-spouse     Prof-specialty         Husband
## 2964          Never-married    Farming-fishing       Own-child
## 2965          Never-married       Craft-repair       Own-child
## 2966     Married-civ-spouse    Exec-managerial         Husband
## 2967          Never-married       Craft-repair   Not-in-family
## 2968                Widowed       Adm-clerical   Not-in-family
## 2969     Married-civ-spouse              Sales         Husband
## 2970          Never-married              Sales   Not-in-family
## 2971          Never-married    Farming-fishing   Not-in-family
## 2972     Married-civ-spouse     Prof-specialty         Husband
## 2973               Divorced  Handlers-cleaners       Own-child
## 2974     Married-civ-spouse              Sales         Husband
## 2975     Married-civ-spouse       Craft-repair         Husband
## 2976          Never-married       Adm-clerical       Unmarried
## 2977               Divorced       Craft-repair   Not-in-family
## 2978     Married-civ-spouse              Sales         Husband
## 2979               Divorced  Machine-op-inspct       Unmarried
## 2980               Divorced       Adm-clerical       Unmarried
## 2981          Never-married    Exec-managerial   Not-in-family
## 2982          Never-married  Handlers-cleaners  Other-relative
## 2983     Married-civ-spouse    Exec-managerial         Husband
## 2984     Married-civ-spouse    Farming-fishing         Husband
## 2985               Divorced       Adm-clerical       Unmarried
## 2986          Never-married      Other-service       Own-child
## 2987     Married-civ-spouse       Craft-repair         Husband
## 2988          Never-married  Handlers-cleaners   Not-in-family
## 2989          Never-married       Craft-repair       Own-child
## 2990     Married-civ-spouse    Exec-managerial         Husband
## 2991          Never-married     Prof-specialty       Own-child
## 2992               Divorced              Sales   Not-in-family
## 2993          Never-married    Exec-managerial       Unmarried
## 2994     Married-civ-spouse    Farming-fishing            Wife
## 2995     Married-civ-spouse              Sales         Husband
## 2996     Married-civ-spouse   Transport-moving         Husband
## 2997          Never-married    Exec-managerial   Not-in-family
## 2998               Divorced  Machine-op-inspct  Other-relative
## 2999     Married-civ-spouse  Handlers-cleaners         Husband
## 3000     Married-civ-spouse                  ?         Husband
## 3001     Married-civ-spouse  Machine-op-inspct         Husband
## 3002     Married-civ-spouse       Craft-repair         Husband
## 3003              Separated      Other-service       Unmarried
## 3004               Divorced              Sales   Not-in-family
## 3005          Never-married       Adm-clerical   Not-in-family
## 3006          Never-married                  ?       Own-child
## 3007               Divorced       Tech-support       Unmarried
## 3008               Divorced       Tech-support  Other-relative
## 3009          Never-married       Craft-repair  Other-relative
## 3010     Married-civ-spouse       Craft-repair         Husband
## 3011     Married-civ-spouse              Sales            Wife
## 3012              Separated    Exec-managerial   Not-in-family
## 3013     Married-civ-spouse     Prof-specialty         Husband
## 3014          Never-married     Prof-specialty   Not-in-family
## 3015     Married-civ-spouse  Handlers-cleaners         Husband
## 3016          Never-married    Exec-managerial   Not-in-family
## 3017     Married-civ-spouse       Adm-clerical         Husband
## 3018     Married-civ-spouse     Prof-specialty         Husband
## 3019          Never-married    Farming-fishing       Own-child
## 3020          Never-married    Exec-managerial   Not-in-family
## 3021     Married-civ-spouse     Prof-specialty         Husband
## 3022     Married-civ-spouse       Craft-repair         Husband
## 3023     Married-civ-spouse       Craft-repair         Husband
## 3024          Never-married       Craft-repair   Not-in-family
## 3025          Never-married              Sales       Own-child
## 3026     Married-civ-spouse       Craft-repair         Husband
## 3027     Married-civ-spouse  Machine-op-inspct         Husband
## 3028     Married-civ-spouse     Prof-specialty         Husband
## 3029          Never-married      Other-service   Not-in-family
## 3030     Married-civ-spouse    Exec-managerial         Husband
## 3031                Widowed  Machine-op-inspct       Unmarried
## 3032              Separated  Machine-op-inspct       Unmarried
## 3033     Married-civ-spouse       Craft-repair         Husband
## 3034               Divorced                  ?   Not-in-family
## 3035      Married-AF-spouse       Adm-clerical         Husband
## 3036     Married-civ-spouse              Sales         Husband
## 3037                Widowed     Prof-specialty       Unmarried
## 3038               Divorced       Adm-clerical       Own-child
## 3039     Married-civ-spouse       Craft-repair         Husband
## 3040     Married-civ-spouse              Sales         Husband
## 3041          Never-married    Exec-managerial   Not-in-family
## 3042          Never-married     Prof-specialty   Not-in-family
## 3043     Married-civ-spouse                  ?         Husband
## 3044          Never-married       Adm-clerical  Other-relative
## 3045          Never-married  Handlers-cleaners  Other-relative
## 3046               Divorced   Transport-moving   Not-in-family
## 3047               Divorced       Adm-clerical   Not-in-family
## 3048          Never-married              Sales   Not-in-family
## 3049     Married-civ-spouse    Farming-fishing         Husband
## 3050     Married-civ-spouse    Exec-managerial         Husband
## 3051     Married-civ-spouse   Transport-moving         Husband
## 3052               Divorced              Sales       Unmarried
## 3053     Married-civ-spouse   Transport-moving         Husband
## 3054     Married-civ-spouse  Handlers-cleaners         Husband
## 3055     Married-civ-spouse    Exec-managerial         Husband
## 3056     Married-civ-spouse  Machine-op-inspct         Husband
## 3057     Married-civ-spouse              Sales         Husband
## 3058     Married-civ-spouse    Exec-managerial         Husband
## 3059          Never-married       Adm-clerical       Own-child
## 3060     Married-civ-spouse   Transport-moving         Husband
## 3061          Never-married      Other-service       Own-child
## 3062               Divorced     Prof-specialty   Not-in-family
## 3063     Married-civ-spouse       Craft-repair         Husband
## 3064               Divorced  Handlers-cleaners   Not-in-family
## 3065  Married-spouse-absent     Prof-specialty   Not-in-family
## 3066                Widowed                  ?   Not-in-family
## 3067          Never-married   Transport-moving       Own-child
## 3068                Widowed       Adm-clerical   Not-in-family
## 3069               Divorced    Exec-managerial   Not-in-family
## 3070               Divorced      Other-service       Unmarried
## 3071          Never-married    Exec-managerial       Own-child
## 3072     Married-civ-spouse    Exec-managerial         Husband
## 3073          Never-married                  ?       Own-child
## 3074          Never-married       Craft-repair       Own-child
## 3075          Never-married              Sales       Own-child
## 3076          Never-married              Sales       Own-child
## 3077     Married-civ-spouse              Sales         Husband
## 3078     Married-civ-spouse    Exec-managerial         Husband
## 3079          Never-married      Other-service       Own-child
## 3080     Married-civ-spouse    Exec-managerial         Husband
## 3081     Married-civ-spouse     Prof-specialty         Husband
## 3082               Divorced  Machine-op-inspct       Unmarried
## 3083                Widowed    Exec-managerial       Unmarried
## 3084          Never-married       Craft-repair       Own-child
## 3085          Never-married  Handlers-cleaners       Own-child
## 3086          Never-married    Farming-fishing       Own-child
## 3087               Divorced  Machine-op-inspct       Unmarried
## 3088               Divorced       Adm-clerical       Unmarried
## 3089          Never-married                  ?       Own-child
## 3090     Married-civ-spouse              Sales         Husband
## 3091              Separated       Adm-clerical   Not-in-family
## 3092     Married-civ-spouse       Tech-support         Husband
## 3093     Married-civ-spouse    Farming-fishing         Husband
## 3094     Married-civ-spouse    Exec-managerial         Husband
## 3095     Married-civ-spouse     Prof-specialty            Wife
## 3096     Married-civ-spouse    Exec-managerial         Husband
## 3097          Never-married                  ?       Unmarried
## 3098          Never-married     Prof-specialty   Not-in-family
## 3099               Divorced     Prof-specialty       Unmarried
## 3100          Never-married              Sales       Own-child
## 3101     Married-civ-spouse  Machine-op-inspct         Husband
## 3102     Married-civ-spouse    Farming-fishing         Husband
## 3103               Divorced  Machine-op-inspct       Own-child
## 3104          Never-married      Other-service       Own-child
## 3105     Married-civ-spouse              Sales         Husband
## 3106     Married-civ-spouse     Prof-specialty         Husband
## 3107     Married-civ-spouse    Exec-managerial         Husband
## 3108     Married-civ-spouse     Prof-specialty         Husband
## 3109     Married-civ-spouse    Exec-managerial       Own-child
## 3110          Never-married              Sales       Own-child
## 3111          Never-married     Prof-specialty   Not-in-family
## 3112     Married-civ-spouse     Prof-specialty         Husband
## 3113          Never-married       Adm-clerical       Own-child
## 3114     Married-civ-spouse    Exec-managerial         Husband
## 3115          Never-married      Other-service       Own-child
## 3116     Married-civ-spouse       Tech-support         Husband
## 3117     Married-civ-spouse              Sales         Husband
## 3118          Never-married    Farming-fishing   Not-in-family
## 3119          Never-married    Farming-fishing   Not-in-family
## 3120     Married-civ-spouse                  ?         Husband
## 3121               Divorced       Adm-clerical       Unmarried
## 3122          Never-married       Craft-repair       Own-child
## 3123     Married-civ-spouse       Adm-clerical            Wife
## 3124               Divorced       Adm-clerical       Unmarried
## 3125          Never-married       Adm-clerical       Own-child
## 3126     Married-civ-spouse    Exec-managerial         Husband
## 3127     Married-civ-spouse       Adm-clerical         Husband
## 3128          Never-married    Exec-managerial       Own-child
## 3129     Married-civ-spouse  Machine-op-inspct         Husband
## 3130              Separated     Prof-specialty   Not-in-family
## 3131               Divorced      Other-service       Unmarried
## 3132          Never-married                  ?       Own-child
## 3133     Married-civ-spouse   Transport-moving         Husband
## 3134          Never-married       Craft-repair       Own-child
## 3135     Married-civ-spouse     Prof-specialty         Husband
## 3136     Married-civ-spouse   Transport-moving         Husband
## 3137          Never-married    Farming-fishing   Not-in-family
## 3138     Married-civ-spouse              Sales         Husband
## 3139               Divorced       Adm-clerical       Unmarried
## 3140          Never-married       Adm-clerical       Own-child
## 3141     Married-civ-spouse       Craft-repair         Husband
## 3142     Married-civ-spouse       Craft-repair         Husband
## 3143     Married-civ-spouse       Craft-repair         Husband
## 3144     Married-civ-spouse    Exec-managerial         Husband
## 3145     Married-civ-spouse    Exec-managerial         Husband
## 3146     Married-civ-spouse              Sales         Husband
## 3147               Divorced                  ?   Not-in-family
## 3148          Never-married     Prof-specialty   Not-in-family
## 3149     Married-civ-spouse    Exec-managerial         Husband
## 3150     Married-civ-spouse    Exec-managerial         Husband
## 3151     Married-civ-spouse  Handlers-cleaners         Husband
## 3152          Never-married     Prof-specialty   Not-in-family
## 3153     Married-civ-spouse    Exec-managerial         Husband
## 3154     Married-civ-spouse     Prof-specialty         Husband
## 3155     Married-civ-spouse              Sales         Husband
## 3156     Married-civ-spouse              Sales         Husband
## 3157          Never-married     Prof-specialty       Own-child
## 3158     Married-civ-spouse      Other-service         Husband
## 3159                Widowed       Craft-repair   Not-in-family
## 3160     Married-civ-spouse    Exec-managerial         Husband
## 3161               Divorced     Prof-specialty       Unmarried
## 3162          Never-married       Craft-repair       Own-child
## 3163          Never-married  Machine-op-inspct   Not-in-family
## 3164     Married-civ-spouse    Exec-managerial            Wife
## 3165     Married-civ-spouse       Adm-clerical         Husband
## 3166     Married-civ-spouse    Exec-managerial            Wife
## 3167     Married-civ-spouse       Craft-repair         Husband
## 3168     Married-civ-spouse     Prof-specialty         Husband
## 3169     Married-civ-spouse    Exec-managerial         Husband
## 3170     Married-civ-spouse   Transport-moving         Husband
## 3171          Never-married       Adm-clerical       Own-child
## 3172     Married-civ-spouse              Sales         Husband
## 3173          Never-married     Prof-specialty   Not-in-family
## 3174     Married-civ-spouse  Handlers-cleaners            Wife
## 3175     Married-civ-spouse    Exec-managerial         Husband
## 3176               Divorced     Prof-specialty   Not-in-family
## 3177     Married-civ-spouse       Adm-clerical            Wife
## 3178          Never-married  Handlers-cleaners       Own-child
## 3179  Married-spouse-absent      Other-service       Unmarried
## 3180          Never-married      Other-service   Not-in-family
## 3181     Married-civ-spouse    Protective-serv         Husband
## 3182          Never-married       Craft-repair       Own-child
## 3183          Never-married  Machine-op-inspct       Unmarried
## 3184                Widowed              Sales   Not-in-family
## 3185          Never-married     Prof-specialty       Unmarried
## 3186     Married-civ-spouse              Sales         Husband
## 3187     Married-civ-spouse              Sales         Husband
## 3188  Married-spouse-absent      Other-service   Not-in-family
## 3189              Separated              Sales       Unmarried
## 3190     Married-civ-spouse  Machine-op-inspct         Husband
## 3191     Married-civ-spouse       Craft-repair         Husband
## 3192              Separated  Machine-op-inspct   Not-in-family
## 3193          Never-married      Other-service   Not-in-family
## 3194               Divorced  Machine-op-inspct       Unmarried
## 3195               Divorced      Other-service       Own-child
## 3196  Married-spouse-absent              Sales       Unmarried
## 3197  Married-spouse-absent    Farming-fishing  Other-relative
## 3198     Married-civ-spouse              Sales         Husband
## 3199     Married-civ-spouse  Machine-op-inspct            Wife
## 3200     Married-civ-spouse              Sales         Husband
## 3201          Never-married    Exec-managerial       Own-child
## 3202          Never-married  Machine-op-inspct   Not-in-family
## 3203          Never-married              Sales       Own-child
## 3204     Married-civ-spouse              Sales            Wife
## 3205                Widowed              Sales       Unmarried
## 3206          Never-married       Craft-repair       Unmarried
## 3207     Married-civ-spouse    Exec-managerial         Husband
## 3208          Never-married                  ?       Own-child
## 3209                Widowed  Machine-op-inspct   Not-in-family
## 3210                Widowed     Prof-specialty   Not-in-family
## 3211     Married-civ-spouse  Handlers-cleaners         Husband
## 3212                Widowed                  ?   Not-in-family
## 3213     Married-civ-spouse              Sales         Husband
## 3214                Widowed      Other-service   Not-in-family
## 3215          Never-married       Adm-clerical       Own-child
## 3216     Married-civ-spouse       Craft-repair         Husband
## 3217     Married-civ-spouse    Farming-fishing         Husband
## 3218     Married-civ-spouse       Craft-repair         Husband
## 3219     Married-civ-spouse              Sales         Husband
## 3220               Divorced       Adm-clerical       Unmarried
## 3221               Divorced    Exec-managerial   Not-in-family
## 3222     Married-civ-spouse      Other-service         Husband
## 3223          Never-married       Craft-repair       Unmarried
## 3224               Divorced       Adm-clerical   Not-in-family
## 3225     Married-civ-spouse              Sales            Wife
## 3226     Married-civ-spouse    Farming-fishing         Husband
## 3227     Married-civ-spouse   Transport-moving         Husband
## 3228     Married-civ-spouse              Sales         Husband
## 3229          Never-married                  ?       Own-child
## 3230               Divorced  Machine-op-inspct   Not-in-family
## 3231     Married-civ-spouse    Exec-managerial            Wife
## 3232     Married-civ-spouse                  ?         Husband
## 3233              Separated    Exec-managerial   Not-in-family
## 3234               Divorced  Machine-op-inspct   Not-in-family
## 3235          Never-married      Other-service       Unmarried
## 3236     Married-civ-spouse       Craft-repair         Husband
## 3237  Married-spouse-absent       Craft-repair   Not-in-family
## 3238          Never-married     Prof-specialty       Own-child
## 3239     Married-civ-spouse    Exec-managerial         Husband
## 3240          Never-married                  ?       Own-child
## 3241          Never-married      Other-service       Unmarried
## 3242              Separated      Other-service   Not-in-family
## 3243          Never-married  Handlers-cleaners   Not-in-family
## 3244          Never-married  Machine-op-inspct  Other-relative
## 3245              Separated     Prof-specialty       Unmarried
## 3246     Married-civ-spouse              Sales         Husband
## 3247          Never-married              Sales   Not-in-family
## 3248     Married-civ-spouse       Adm-clerical            Wife
## 3249     Married-civ-spouse              Sales         Husband
## 3250     Married-civ-spouse    Exec-managerial         Husband
## 3251     Married-civ-spouse       Adm-clerical         Husband
## 3252          Never-married              Sales       Own-child
## 3253          Never-married     Prof-specialty   Not-in-family
## 3254          Never-married  Handlers-cleaners       Unmarried
## 3255     Married-civ-spouse       Craft-repair         Husband
## 3256               Divorced                  ?   Not-in-family
## 3257     Married-civ-spouse     Prof-specialty         Husband
## 3258               Divorced       Craft-repair       Own-child
## 3259          Never-married  Handlers-cleaners       Own-child
## 3260               Divorced     Prof-specialty       Unmarried
## 3261     Married-civ-spouse     Prof-specialty         Husband
## 3262          Never-married       Craft-repair   Not-in-family
## 3263     Married-civ-spouse   Transport-moving         Husband
## 3264          Never-married       Adm-clerical   Not-in-family
## 3265              Separated    Exec-managerial   Not-in-family
## 3266     Married-civ-spouse    Exec-managerial         Husband
## 3267     Married-civ-spouse       Tech-support         Husband
## 3268     Married-civ-spouse     Prof-specialty         Husband
## 3269          Never-married     Prof-specialty   Not-in-family
## 3270     Married-civ-spouse                  ?            Wife
## 3271                Widowed      Other-service   Not-in-family
## 3272     Married-civ-spouse    Exec-managerial         Husband
## 3273          Never-married       Craft-repair   Not-in-family
## 3274     Married-civ-spouse       Craft-repair         Husband
## 3275     Married-civ-spouse     Prof-specialty         Husband
## 3276               Divorced       Adm-clerical       Unmarried
## 3277          Never-married     Prof-specialty   Not-in-family
## 3278     Married-civ-spouse       Craft-repair         Husband
## 3279     Married-civ-spouse       Craft-repair         Husband
## 3280               Divorced    Exec-managerial       Unmarried
## 3281          Never-married   Transport-moving   Not-in-family
## 3282          Never-married     Prof-specialty   Not-in-family
## 3283          Never-married    Farming-fishing  Other-relative
## 3284              Separated      Other-service  Other-relative
## 3285     Married-civ-spouse       Adm-clerical         Husband
## 3286          Never-married      Other-service       Own-child
## 3287          Never-married      Other-service   Not-in-family
## 3288     Married-civ-spouse    Farming-fishing         Husband
## 3289     Married-civ-spouse       Craft-repair         Husband
## 3290     Married-civ-spouse       Craft-repair         Husband
## 3291               Divorced    Exec-managerial       Unmarried
## 3292     Married-civ-spouse                  ?         Husband
## 3293     Married-civ-spouse     Prof-specialty         Husband
## 3294     Married-civ-spouse    Exec-managerial         Husband
## 3295               Divorced    Exec-managerial       Unmarried
## 3296          Never-married       Tech-support   Not-in-family
## 3297     Married-civ-spouse   Transport-moving         Husband
## 3298     Married-civ-spouse                  ?         Husband
## 3299          Never-married      Other-service       Unmarried
## 3300          Never-married              Sales   Not-in-family
## 3301               Divorced       Adm-clerical       Unmarried
## 3302               Divorced       Craft-repair  Other-relative
## 3303     Married-civ-spouse       Adm-clerical         Husband
## 3304     Married-civ-spouse      Other-service         Husband
## 3305               Divorced       Adm-clerical       Unmarried
## 3306               Divorced    Exec-managerial   Not-in-family
## 3307          Never-married              Sales   Not-in-family
## 3308               Divorced       Adm-clerical   Not-in-family
## 3309     Married-civ-spouse  Handlers-cleaners         Husband
## 3310     Married-civ-spouse       Adm-clerical         Husband
## 3311          Never-married              Sales   Not-in-family
## 3312     Married-civ-spouse     Prof-specialty         Husband
## 3313     Married-civ-spouse    Farming-fishing         Husband
## 3314          Never-married     Prof-specialty       Own-child
## 3315          Never-married   Transport-moving   Not-in-family
## 3316                Widowed              Sales   Not-in-family
## 3317          Never-married    Protective-serv   Not-in-family
## 3318     Married-civ-spouse       Tech-support         Husband
## 3319     Married-civ-spouse    Exec-managerial         Husband
## 3320          Never-married  Machine-op-inspct       Own-child
## 3321          Never-married       Adm-clerical       Own-child
## 3322     Married-civ-spouse       Tech-support         Husband
## 3323     Married-civ-spouse       Craft-repair         Husband
## 3324     Married-civ-spouse   Transport-moving         Husband
## 3325                Widowed     Prof-specialty   Not-in-family
## 3326               Divorced       Adm-clerical       Unmarried
## 3327               Divorced    Farming-fishing   Not-in-family
## 3328     Married-civ-spouse     Prof-specialty         Husband
## 3329     Married-civ-spouse     Prof-specialty         Husband
## 3330               Divorced       Adm-clerical       Unmarried
## 3331          Never-married                  ?   Not-in-family
## 3332          Never-married       Tech-support  Other-relative
## 3333               Divorced       Adm-clerical       Unmarried
## 3334     Married-civ-spouse       Craft-repair         Husband
## 3335          Never-married  Handlers-cleaners       Own-child
## 3336               Divorced  Machine-op-inspct   Not-in-family
## 3337     Married-civ-spouse       Adm-clerical            Wife
## 3338     Married-civ-spouse    Exec-managerial         Husband
## 3339                Widowed                  ?   Not-in-family
## 3340                Widowed       Craft-repair       Unmarried
## 3341              Separated      Other-service   Not-in-family
## 3342               Divorced       Adm-clerical       Unmarried
## 3343              Separated      Other-service       Unmarried
## 3344     Married-civ-spouse              Sales         Husband
## 3345          Never-married       Adm-clerical       Own-child
## 3346          Never-married  Machine-op-inspct   Not-in-family
## 3347              Separated       Adm-clerical       Unmarried
## 3348  Married-spouse-absent       Craft-repair  Other-relative
## 3349     Married-civ-spouse       Craft-repair         Husband
## 3350     Married-civ-spouse     Prof-specialty            Wife
## 3351  Married-spouse-absent    Farming-fishing   Not-in-family
## 3352          Never-married                  ?   Not-in-family
## 3353     Married-civ-spouse       Adm-clerical            Wife
## 3354     Married-civ-spouse       Craft-repair         Husband
## 3355          Never-married  Handlers-cleaners       Unmarried
## 3356          Never-married     Prof-specialty   Not-in-family
## 3357          Never-married       Adm-clerical       Own-child
## 3358          Never-married       Adm-clerical       Own-child
## 3359     Married-civ-spouse       Adm-clerical         Husband
## 3360          Never-married    Exec-managerial   Not-in-family
## 3361     Married-civ-spouse              Sales            Wife
## 3362          Never-married    Priv-house-serv  Other-relative
## 3363          Never-married      Other-service       Own-child
## 3364     Married-civ-spouse    Exec-managerial         Husband
## 3365          Never-married       Adm-clerical       Own-child
## 3366     Married-civ-spouse    Exec-managerial         Husband
## 3367     Married-civ-spouse  Machine-op-inspct         Husband
## 3368     Married-civ-spouse    Exec-managerial         Husband
## 3369     Married-civ-spouse     Prof-specialty         Husband
## 3370     Married-civ-spouse    Exec-managerial         Husband
## 3371     Married-civ-spouse     Prof-specialty         Husband
## 3372          Never-married                  ?       Own-child
## 3373              Separated      Other-service       Own-child
## 3374               Divorced       Tech-support       Unmarried
## 3375     Married-civ-spouse       Craft-repair         Husband
## 3376     Married-civ-spouse       Craft-repair         Husband
## 3377     Married-civ-spouse   Transport-moving         Husband
## 3378     Married-civ-spouse              Sales         Husband
## 3379     Married-civ-spouse       Craft-repair         Husband
## 3380              Separated       Adm-clerical       Unmarried
## 3381          Never-married  Machine-op-inspct       Unmarried
## 3382     Married-civ-spouse    Exec-managerial         Husband
## 3383     Married-civ-spouse       Craft-repair         Husband
## 3384     Married-civ-spouse       Craft-repair         Husband
## 3385     Married-civ-spouse  Machine-op-inspct            Wife
## 3386     Married-civ-spouse   Transport-moving         Husband
## 3387     Married-civ-spouse              Sales         Husband
## 3388  Married-spouse-absent                  ?   Not-in-family
## 3389     Married-civ-spouse    Farming-fishing         Husband
## 3390     Married-civ-spouse     Prof-specialty         Husband
## 3391                Widowed     Prof-specialty       Unmarried
## 3392          Never-married      Other-service       Own-child
## 3393     Married-civ-spouse     Prof-specialty         Husband
## 3394     Married-civ-spouse    Farming-fishing         Husband
## 3395          Never-married      Other-service       Own-child
## 3396              Separated     Prof-specialty   Not-in-family
## 3397          Never-married    Exec-managerial   Not-in-family
## 3398          Never-married  Machine-op-inspct       Own-child
## 3399     Married-civ-spouse    Exec-managerial         Husband
## 3400     Married-civ-spouse   Transport-moving         Husband
## 3401     Married-civ-spouse       Craft-repair         Husband
## 3402     Married-civ-spouse       Craft-repair         Husband
## 3403     Married-civ-spouse                  ?         Husband
## 3404          Never-married    Farming-fishing   Not-in-family
## 3405     Married-civ-spouse       Adm-clerical         Husband
## 3406     Married-civ-spouse    Exec-managerial         Husband
## 3407     Married-civ-spouse  Machine-op-inspct         Husband
## 3408     Married-civ-spouse    Exec-managerial         Husband
## 3409     Married-civ-spouse              Sales         Husband
## 3410              Separated  Handlers-cleaners       Unmarried
## 3411     Married-civ-spouse    Exec-managerial         Husband
## 3412          Never-married  Machine-op-inspct   Not-in-family
## 3413     Married-civ-spouse  Machine-op-inspct         Husband
## 3414     Married-civ-spouse              Sales         Husband
## 3415     Married-civ-spouse       Craft-repair         Husband
## 3416     Married-civ-spouse       Craft-repair         Husband
## 3417              Separated    Exec-managerial       Unmarried
## 3418          Never-married              Sales   Not-in-family
## 3419     Married-civ-spouse    Exec-managerial         Husband
## 3420          Never-married    Exec-managerial   Not-in-family
## 3421          Never-married      Other-service   Not-in-family
## 3422              Separated       Adm-clerical   Not-in-family
## 3423               Divorced      Other-service   Not-in-family
## 3424  Married-spouse-absent     Prof-specialty   Not-in-family
## 3425     Married-civ-spouse    Farming-fishing         Husband
## 3426          Never-married      Other-service       Own-child
## 3427               Divorced     Prof-specialty   Not-in-family
## 3428     Married-civ-spouse              Sales         Husband
## 3429     Married-civ-spouse              Sales         Husband
## 3430          Never-married   Transport-moving       Own-child
## 3431     Married-civ-spouse       Tech-support            Wife
## 3432          Never-married              Sales       Own-child
## 3433     Married-civ-spouse  Machine-op-inspct         Husband
## 3434     Married-civ-spouse              Sales         Husband
## 3435               Divorced      Other-service   Not-in-family
## 3436     Married-civ-spouse   Transport-moving         Husband
## 3437     Married-civ-spouse       Craft-repair         Husband
## 3438     Married-civ-spouse       Craft-repair         Husband
## 3439     Married-civ-spouse       Craft-repair         Husband
## 3440               Divorced                  ?   Not-in-family
## 3441          Never-married     Prof-specialty   Not-in-family
## 3442          Never-married  Handlers-cleaners   Not-in-family
## 3443     Married-civ-spouse       Craft-repair         Husband
## 3444          Never-married      Other-service  Other-relative
## 3445               Divorced     Prof-specialty   Not-in-family
## 3446     Married-civ-spouse    Exec-managerial         Husband
## 3447     Married-civ-spouse    Farming-fishing         Husband
## 3448     Married-civ-spouse       Craft-repair         Husband
## 3449     Married-civ-spouse              Sales         Husband
## 3450          Never-married    Exec-managerial   Not-in-family
## 3451               Divorced              Sales       Own-child
## 3452     Married-civ-spouse     Prof-specialty            Wife
## 3453          Never-married       Adm-clerical       Own-child
## 3454          Never-married                  ?  Other-relative
## 3455               Divorced     Prof-specialty       Unmarried
## 3456          Never-married  Machine-op-inspct       Own-child
## 3457          Never-married                  ?       Own-child
## 3458          Never-married     Prof-specialty       Own-child
## 3459     Married-civ-spouse              Sales         Husband
## 3460          Never-married                  ?       Unmarried
## 3461     Married-civ-spouse       Craft-repair         Husband
## 3462                Widowed      Other-service       Unmarried
## 3463               Divorced   Transport-moving   Not-in-family
## 3464          Never-married     Prof-specialty       Own-child
## 3465     Married-civ-spouse       Adm-clerical         Husband
## 3466          Never-married     Prof-specialty   Not-in-family
## 3467     Married-civ-spouse    Exec-managerial         Husband
## 3468     Married-civ-spouse  Machine-op-inspct         Husband
## 3469     Married-civ-spouse     Prof-specialty            Wife
## 3470     Married-civ-spouse              Sales         Husband
## 3471     Married-civ-spouse    Exec-managerial         Husband
## 3472     Married-civ-spouse   Transport-moving         Husband
## 3473          Never-married     Prof-specialty       Own-child
## 3474          Never-married      Other-service       Own-child
## 3475               Divorced     Prof-specialty       Unmarried
## 3476     Married-civ-spouse    Exec-managerial         Husband
## 3477          Never-married              Sales       Own-child
## 3478     Married-civ-spouse  Machine-op-inspct         Husband
## 3479          Never-married              Sales       Unmarried
## 3480          Never-married    Exec-managerial   Not-in-family
## 3481     Married-civ-spouse       Tech-support         Husband
## 3482          Never-married  Handlers-cleaners   Not-in-family
## 3483               Divorced              Sales       Unmarried
## 3484     Married-civ-spouse     Prof-specialty         Husband
## 3485          Never-married       Craft-repair       Own-child
## 3486     Married-civ-spouse    Exec-managerial         Husband
## 3487          Never-married                  ?   Not-in-family
## 3488          Never-married  Machine-op-inspct   Not-in-family
## 3489          Never-married    Exec-managerial   Not-in-family
## 3490     Married-civ-spouse     Prof-specialty            Wife
## 3491     Married-civ-spouse      Other-service         Husband
## 3492          Never-married       Adm-clerical       Unmarried
## 3493     Married-civ-spouse     Prof-specialty         Husband
## 3494     Married-civ-spouse      Other-service            Wife
## 3495          Never-married    Exec-managerial   Not-in-family
## 3496          Never-married      Other-service       Own-child
## 3497          Never-married      Other-service  Other-relative
## 3498     Married-civ-spouse       Craft-repair         Husband
## 3499     Married-civ-spouse  Handlers-cleaners         Husband
## 3500     Married-civ-spouse     Prof-specialty         Husband
## 3501     Married-civ-spouse       Tech-support         Husband
## 3502          Never-married     Prof-specialty       Unmarried
## 3503     Married-civ-spouse       Craft-repair         Husband
## 3504               Divorced    Exec-managerial       Unmarried
## 3505          Never-married    Exec-managerial   Not-in-family
## 3506     Married-civ-spouse    Exec-managerial         Husband
## 3507               Divorced       Adm-clerical       Own-child
## 3508          Never-married    Protective-serv   Not-in-family
## 3509     Married-civ-spouse   Transport-moving         Husband
## 3510          Never-married              Sales       Own-child
## 3511                Widowed              Sales   Not-in-family
## 3512               Divorced       Craft-repair       Unmarried
## 3513          Never-married       Adm-clerical       Own-child
## 3514          Never-married       Tech-support   Not-in-family
## 3515               Divorced    Exec-managerial       Unmarried
## 3516               Divorced     Prof-specialty   Not-in-family
## 3517          Never-married                  ?       Own-child
## 3518     Married-civ-spouse       Craft-repair         Husband
## 3519     Married-civ-spouse    Protective-serv         Husband
## 3520               Divorced      Other-service       Unmarried
## 3521     Married-civ-spouse       Craft-repair         Husband
## 3522     Married-civ-spouse       Craft-repair         Husband
## 3523     Married-civ-spouse       Craft-repair         Husband
## 3524     Married-civ-spouse    Exec-managerial         Husband
## 3525          Never-married  Handlers-cleaners       Own-child
## 3526     Married-civ-spouse  Machine-op-inspct         Husband
## 3527          Never-married       Adm-clerical       Own-child
## 3528     Married-civ-spouse  Handlers-cleaners         Husband
## 3529          Never-married      Other-service       Own-child
## 3530               Divorced  Machine-op-inspct   Not-in-family
## 3531     Married-civ-spouse              Sales         Husband
## 3532               Divorced                  ?       Unmarried
## 3533          Never-married    Farming-fishing   Not-in-family
## 3534     Married-civ-spouse   Transport-moving         Husband
## 3535          Never-married      Other-service       Own-child
## 3536          Never-married      Other-service  Other-relative
## 3537     Married-civ-spouse    Exec-managerial         Husband
## 3538                Widowed       Adm-clerical   Not-in-family
## 3539     Married-civ-spouse    Exec-managerial         Husband
## 3540     Married-civ-spouse       Craft-repair         Husband
## 3541     Married-civ-spouse              Sales         Husband
## 3542     Married-civ-spouse    Farming-fishing         Husband
## 3543          Never-married              Sales   Not-in-family
## 3544     Married-civ-spouse       Adm-clerical            Wife
## 3545               Divorced       Adm-clerical       Unmarried
## 3546              Separated              Sales   Not-in-family
## 3547          Never-married  Handlers-cleaners       Own-child
## 3548     Married-civ-spouse       Craft-repair         Husband
## 3549          Never-married              Sales       Unmarried
## 3550          Never-married              Sales       Own-child
## 3551     Married-civ-spouse    Exec-managerial         Husband
## 3552          Never-married              Sales   Not-in-family
## 3553     Married-civ-spouse       Craft-repair         Husband
## 3554               Divorced              Sales   Not-in-family
## 3555          Never-married              Sales       Unmarried
## 3556          Never-married                  ?   Not-in-family
## 3557               Divorced    Exec-managerial   Not-in-family
## 3558          Never-married       Adm-clerical   Not-in-family
## 3559          Never-married     Prof-specialty       Own-child
## 3560               Divorced    Exec-managerial   Not-in-family
## 3561               Divorced      Other-service   Not-in-family
## 3562     Married-civ-spouse    Farming-fishing         Husband
## 3563          Never-married  Machine-op-inspct   Not-in-family
## 3564               Divorced       Craft-repair   Not-in-family
## 3565     Married-civ-spouse    Exec-managerial         Husband
## 3566               Divorced      Other-service       Unmarried
## 3567          Never-married     Prof-specialty   Not-in-family
## 3568     Married-civ-spouse  Machine-op-inspct         Husband
## 3569     Married-civ-spouse  Machine-op-inspct         Husband
## 3570          Never-married       Tech-support   Not-in-family
## 3571     Married-civ-spouse  Machine-op-inspct         Husband
## 3572     Married-civ-spouse       Craft-repair         Husband
## 3573          Never-married                  ?       Own-child
## 3574          Never-married                  ?   Not-in-family
## 3575     Married-civ-spouse     Prof-specialty         Husband
## 3576     Married-civ-spouse    Exec-managerial         Husband
## 3577          Never-married      Other-service       Own-child
## 3578     Married-civ-spouse     Prof-specialty         Husband
## 3579     Married-civ-spouse     Prof-specialty         Husband
## 3580          Never-married                  ?   Not-in-family
## 3581     Married-civ-spouse       Craft-repair         Husband
## 3582  Married-spouse-absent   Transport-moving       Unmarried
## 3583     Married-civ-spouse      Other-service         Husband
## 3584     Married-civ-spouse    Protective-serv         Husband
## 3585          Never-married     Prof-specialty   Not-in-family
## 3586          Never-married      Other-service  Other-relative
## 3587          Never-married     Prof-specialty   Not-in-family
## 3588               Divorced              Sales       Unmarried
## 3589                Widowed                  ?   Not-in-family
## 3590          Never-married    Exec-managerial       Own-child
## 3591          Never-married       Tech-support   Not-in-family
## 3592          Never-married     Prof-specialty       Own-child
## 3593                Widowed                  ?   Not-in-family
## 3594     Married-civ-spouse    Farming-fishing            Wife
## 3595     Married-civ-spouse                  ?            Wife
## 3596     Married-civ-spouse      Other-service            Wife
## 3597          Never-married       Adm-clerical       Own-child
## 3598          Never-married                  ?       Own-child
## 3599               Divorced       Adm-clerical   Not-in-family
## 3600     Married-civ-spouse       Tech-support         Husband
## 3601               Divorced      Other-service   Not-in-family
## 3602          Never-married     Prof-specialty   Not-in-family
## 3603     Married-civ-spouse     Prof-specialty         Husband
## 3604     Married-civ-spouse   Transport-moving         Husband
## 3605     Married-civ-spouse              Sales         Husband
## 3606          Never-married      Other-service       Own-child
## 3607     Married-civ-spouse   Transport-moving         Husband
## 3608              Separated       Craft-repair   Not-in-family
## 3609          Never-married  Machine-op-inspct       Own-child
## 3610          Never-married     Prof-specialty   Not-in-family
## 3611     Married-civ-spouse       Adm-clerical         Husband
## 3612     Married-civ-spouse              Sales            Wife
## 3613     Married-civ-spouse       Tech-support         Husband
## 3614          Never-married       Adm-clerical       Own-child
## 3615     Married-civ-spouse       Craft-repair         Husband
## 3616               Divorced       Tech-support       Own-child
## 3617          Never-married    Exec-managerial   Not-in-family
## 3618               Divorced    Farming-fishing       Unmarried
## 3619          Never-married      Other-service       Own-child
## 3620     Married-civ-spouse              Sales         Husband
## 3621              Separated       Adm-clerical  Other-relative
## 3622          Never-married              Sales   Not-in-family
## 3623          Never-married    Priv-house-serv   Not-in-family
## 3624     Married-civ-spouse  Machine-op-inspct         Husband
## 3625                Widowed       Adm-clerical   Not-in-family
## 3626     Married-civ-spouse    Exec-managerial         Husband
## 3627     Married-civ-spouse       Adm-clerical            Wife
## 3628     Married-civ-spouse     Prof-specialty         Husband
## 3629          Never-married    Exec-managerial  Other-relative
## 3630     Married-civ-spouse     Prof-specialty         Husband
## 3631               Divorced     Prof-specialty       Unmarried
## 3632     Married-civ-spouse                  ?         Husband
## 3633          Never-married       Adm-clerical       Own-child
## 3634                Widowed    Protective-serv   Not-in-family
## 3635               Divorced       Craft-repair   Not-in-family
## 3636     Married-civ-spouse  Machine-op-inspct         Husband
## 3637     Married-civ-spouse  Machine-op-inspct         Husband
## 3638               Divorced       Adm-clerical       Unmarried
## 3639          Never-married       Craft-repair   Not-in-family
## 3640     Married-civ-spouse              Sales         Husband
## 3641          Never-married   Transport-moving   Not-in-family
## 3642          Never-married   Transport-moving       Unmarried
## 3643     Married-civ-spouse  Machine-op-inspct         Husband
## 3644     Married-civ-spouse       Craft-repair         Husband
## 3645     Married-civ-spouse  Machine-op-inspct         Husband
## 3646          Never-married      Other-service       Own-child
## 3647     Married-civ-spouse              Sales            Wife
## 3648     Married-civ-spouse  Machine-op-inspct            Wife
## 3649          Never-married    Exec-managerial   Not-in-family
## 3650          Never-married      Other-service       Own-child
## 3651          Never-married       Adm-clerical       Own-child
## 3652     Married-civ-spouse    Exec-managerial         Husband
## 3653     Married-civ-spouse     Prof-specialty         Husband
## 3654               Divorced       Craft-repair       Own-child
## 3655     Married-civ-spouse   Transport-moving         Husband
## 3656     Married-civ-spouse     Prof-specialty         Husband
## 3657     Married-civ-spouse  Machine-op-inspct         Husband
## 3658     Married-civ-spouse      Other-service         Husband
## 3659          Never-married              Sales       Own-child
## 3660     Married-civ-spouse  Handlers-cleaners         Husband
## 3661     Married-civ-spouse   Transport-moving         Husband
## 3662          Never-married       Adm-clerical   Not-in-family
## 3663          Never-married    Farming-fishing   Not-in-family
## 3664     Married-civ-spouse  Machine-op-inspct         Husband
## 3665     Married-civ-spouse     Prof-specialty         Husband
## 3666          Never-married              Sales   Not-in-family
## 3667     Married-civ-spouse    Exec-managerial         Husband
## 3668               Divorced    Exec-managerial       Unmarried
## 3669     Married-civ-spouse   Transport-moving         Husband
## 3670     Married-civ-spouse  Machine-op-inspct         Husband
## 3671               Divorced                  ?       Own-child
## 3672     Married-civ-spouse    Exec-managerial         Husband
## 3673     Married-civ-spouse     Prof-specialty         Husband
## 3674     Married-civ-spouse       Craft-repair         Husband
## 3675     Married-civ-spouse     Prof-specialty         Husband
## 3676          Never-married  Handlers-cleaners  Other-relative
## 3677     Married-civ-spouse  Machine-op-inspct         Husband
## 3678               Divorced     Prof-specialty   Not-in-family
## 3679     Married-civ-spouse       Adm-clerical         Husband
## 3680          Never-married              Sales       Own-child
## 3681     Married-civ-spouse    Protective-serv         Husband
## 3682          Never-married              Sales       Own-child
## 3683     Married-civ-spouse    Exec-managerial         Husband
## 3684               Divorced       Adm-clerical   Not-in-family
## 3685     Married-civ-spouse    Exec-managerial         Husband
## 3686     Married-civ-spouse       Craft-repair         Husband
## 3687          Never-married      Other-service  Other-relative
## 3688          Never-married  Handlers-cleaners  Other-relative
## 3689               Divorced  Handlers-cleaners   Not-in-family
## 3690     Married-civ-spouse    Exec-managerial         Husband
## 3691     Married-civ-spouse   Transport-moving         Husband
## 3692     Married-civ-spouse       Craft-repair         Husband
## 3693     Married-civ-spouse       Craft-repair         Husband
## 3694     Married-civ-spouse       Adm-clerical            Wife
## 3695     Married-civ-spouse      Other-service         Husband
## 3696               Divorced              Sales       Unmarried
## 3697          Never-married  Machine-op-inspct  Other-relative
## 3698     Married-civ-spouse              Sales         Husband
## 3699     Married-civ-spouse    Exec-managerial         Husband
## 3700               Divorced  Machine-op-inspct   Not-in-family
## 3701     Married-civ-spouse    Exec-managerial         Husband
## 3702     Married-civ-spouse  Handlers-cleaners         Husband
## 3703          Never-married       Craft-repair   Not-in-family
## 3704     Married-civ-spouse                  ?         Husband
## 3705               Divorced     Prof-specialty   Not-in-family
## 3706     Married-civ-spouse       Craft-repair         Husband
## 3707          Never-married      Other-service  Other-relative
## 3708     Married-civ-spouse       Craft-repair         Husband
## 3709     Married-civ-spouse       Adm-clerical         Husband
## 3710     Married-civ-spouse     Prof-specialty            Wife
## 3711          Never-married       Adm-clerical   Not-in-family
## 3712     Married-civ-spouse    Farming-fishing         Husband
## 3713          Never-married       Adm-clerical       Own-child
## 3714               Divorced    Protective-serv       Own-child
## 3715     Married-civ-spouse    Exec-managerial  Other-relative
## 3716          Never-married       Adm-clerical       Own-child
## 3717     Married-civ-spouse    Exec-managerial         Husband
## 3718          Never-married    Exec-managerial       Own-child
## 3719          Never-married      Other-service       Own-child
## 3720          Never-married       Adm-clerical       Own-child
## 3721     Married-civ-spouse   Transport-moving         Husband
## 3722     Married-civ-spouse    Exec-managerial         Husband
## 3723          Never-married       Adm-clerical       Unmarried
## 3724     Married-civ-spouse              Sales         Husband
## 3725     Married-civ-spouse    Exec-managerial         Husband
## 3726          Never-married                  ?       Own-child
## 3727     Married-civ-spouse       Adm-clerical            Wife
## 3728     Married-civ-spouse     Prof-specialty            Wife
## 3729     Married-civ-spouse       Craft-repair         Husband
## 3730          Never-married    Exec-managerial       Unmarried
## 3731          Never-married       Adm-clerical   Not-in-family
## 3732     Married-civ-spouse       Craft-repair         Husband
## 3733     Married-civ-spouse  Machine-op-inspct         Husband
## 3734     Married-civ-spouse     Prof-specialty            Wife
## 3735          Never-married              Sales       Own-child
## 3736     Married-civ-spouse       Adm-clerical         Husband
## 3737     Married-civ-spouse                  ?            Wife
## 3738          Never-married      Other-service  Other-relative
## 3739     Married-civ-spouse       Craft-repair         Husband
## 3740     Married-civ-spouse      Other-service         Husband
## 3741     Married-civ-spouse      Other-service         Husband
## 3742     Married-civ-spouse       Adm-clerical         Husband
## 3743               Divorced   Transport-moving   Not-in-family
## 3744               Divorced     Prof-specialty   Not-in-family
## 3745          Never-married                  ?       Own-child
## 3746     Married-civ-spouse    Farming-fishing         Husband
## 3747              Separated    Priv-house-serv       Unmarried
## 3748               Divorced                  ?       Unmarried
## 3749     Married-civ-spouse       Craft-repair         Husband
## 3750     Married-civ-spouse       Adm-clerical         Husband
## 3751               Divorced    Exec-managerial   Not-in-family
## 3752     Married-civ-spouse       Tech-support         Husband
## 3753     Married-civ-spouse  Machine-op-inspct         Husband
## 3754          Never-married       Adm-clerical   Not-in-family
## 3755     Married-civ-spouse              Sales         Husband
## 3756          Never-married    Protective-serv  Other-relative
## 3757               Divorced       Adm-clerical       Unmarried
## 3758     Married-civ-spouse    Farming-fishing            Wife
## 3759     Married-civ-spouse   Transport-moving         Husband
## 3760     Married-civ-spouse                  ?         Husband
## 3761     Married-civ-spouse       Craft-repair         Husband
## 3762          Never-married     Prof-specialty   Not-in-family
## 3763          Never-married      Other-service   Not-in-family
## 3764          Never-married       Adm-clerical   Not-in-family
## 3765          Never-married  Handlers-cleaners       Own-child
## 3766               Divorced              Sales       Unmarried
## 3767     Married-civ-spouse    Protective-serv         Husband
## 3768          Never-married       Adm-clerical       Unmarried
## 3769     Married-civ-spouse      Other-service         Husband
## 3770          Never-married      Other-service   Not-in-family
## 3771          Never-married     Prof-specialty       Unmarried
## 3772               Divorced    Priv-house-serv       Own-child
## 3773     Married-civ-spouse   Transport-moving         Husband
## 3774                Widowed                  ?   Not-in-family
## 3775     Married-civ-spouse    Exec-managerial         Husband
## 3776          Never-married                  ?       Own-child
## 3777               Divorced       Adm-clerical   Not-in-family
## 3778          Never-married     Prof-specialty   Not-in-family
## 3779     Married-civ-spouse    Protective-serv         Husband
## 3780               Divorced   Transport-moving       Unmarried
## 3781               Divorced       Adm-clerical       Unmarried
## 3782          Never-married       Adm-clerical   Not-in-family
## 3783                Widowed       Craft-repair   Not-in-family
## 3784     Married-civ-spouse              Sales         Husband
## 3785     Married-civ-spouse       Craft-repair         Husband
## 3786          Never-married   Transport-moving   Not-in-family
## 3787     Married-civ-spouse    Exec-managerial         Husband
## 3788      Married-AF-spouse    Protective-serv         Husband
## 3789     Married-civ-spouse    Exec-managerial         Husband
## 3790     Married-civ-spouse    Exec-managerial         Husband
## 3791               Divorced              Sales   Not-in-family
## 3792          Never-married    Exec-managerial       Own-child
## 3793     Married-civ-spouse       Adm-clerical         Husband
## 3794          Never-married      Other-service       Own-child
## 3795          Never-married       Craft-repair   Not-in-family
## 3796     Married-civ-spouse   Transport-moving         Husband
## 3797          Never-married  Machine-op-inspct   Not-in-family
## 3798     Married-civ-spouse   Transport-moving         Husband
## 3799          Never-married              Sales  Other-relative
## 3800     Married-civ-spouse       Craft-repair         Husband
## 3801     Married-civ-spouse    Protective-serv         Husband
## 3802          Never-married      Other-service       Own-child
## 3803          Never-married       Adm-clerical       Own-child
## 3804          Never-married      Other-service       Own-child
## 3805          Never-married      Other-service  Other-relative
## 3806          Never-married                  ?       Own-child
## 3807     Married-civ-spouse     Prof-specialty         Husband
## 3808          Never-married    Exec-managerial       Own-child
## 3809     Married-civ-spouse     Prof-specialty         Husband
## 3810     Married-civ-spouse              Sales         Husband
## 3811          Never-married     Prof-specialty   Not-in-family
## 3812               Divorced       Tech-support       Unmarried
## 3813     Married-civ-spouse    Protective-serv         Husband
## 3814               Divorced     Prof-specialty   Not-in-family
## 3815          Never-married     Prof-specialty   Not-in-family
## 3816          Never-married      Other-service       Own-child
## 3817     Married-civ-spouse     Prof-specialty  Other-relative
## 3818     Married-civ-spouse    Exec-managerial         Husband
## 3819     Married-civ-spouse       Craft-repair         Husband
## 3820          Never-married       Adm-clerical   Not-in-family
## 3821          Never-married    Farming-fishing       Unmarried
## 3822     Married-civ-spouse      Other-service            Wife
## 3823               Divorced                  ?   Not-in-family
## 3824              Separated       Craft-repair   Not-in-family
## 3825          Never-married    Farming-fishing       Own-child
## 3826          Never-married   Transport-moving       Own-child
## 3827     Married-civ-spouse    Farming-fishing         Husband
## 3828     Married-civ-spouse   Transport-moving         Husband
## 3829          Never-married       Craft-repair   Not-in-family
## 3830     Married-civ-spouse    Exec-managerial         Husband
## 3831     Married-civ-spouse      Other-service         Husband
## 3832     Married-civ-spouse     Prof-specialty         Husband
## 3833     Married-civ-spouse   Transport-moving         Husband
## 3834     Married-civ-spouse     Prof-specialty         Husband
## 3835          Never-married                  ?   Not-in-family
## 3836          Never-married      Other-service   Not-in-family
## 3837     Married-civ-spouse     Prof-specialty         Husband
## 3838               Divorced    Exec-managerial   Not-in-family
## 3839     Married-civ-spouse    Exec-managerial         Husband
## 3840          Never-married       Craft-repair   Not-in-family
## 3841     Married-civ-spouse       Adm-clerical         Husband
## 3842              Separated  Machine-op-inspct       Unmarried
## 3843               Divorced       Adm-clerical       Unmarried
## 3844          Never-married                  ?       Own-child
## 3845          Never-married    Exec-managerial       Own-child
## 3846     Married-civ-spouse       Adm-clerical         Husband
## 3847               Divorced       Adm-clerical   Not-in-family
## 3848     Married-civ-spouse              Sales            Wife
## 3849              Separated       Tech-support       Unmarried
## 3850          Never-married    Exec-managerial   Not-in-family
## 3851     Married-civ-spouse              Sales         Husband
## 3852          Never-married                  ?       Own-child
## 3853          Never-married      Other-service       Own-child
## 3854          Never-married      Other-service   Not-in-family
## 3855     Married-civ-spouse  Handlers-cleaners         Husband
## 3856          Never-married              Sales   Not-in-family
## 3857          Never-married       Adm-clerical   Not-in-family
## 3858               Divorced              Sales   Not-in-family
## 3859          Never-married     Prof-specialty       Unmarried
## 3860               Divorced    Exec-managerial       Unmarried
## 3861     Married-civ-spouse              Sales         Husband
## 3862               Divorced   Transport-moving       Unmarried
## 3863     Married-civ-spouse       Tech-support         Husband
## 3864     Married-civ-spouse                  ?         Husband
## 3865     Married-civ-spouse       Craft-repair         Husband
## 3866     Married-civ-spouse              Sales            Wife
## 3867     Married-civ-spouse   Transport-moving         Husband
## 3868     Married-civ-spouse  Handlers-cleaners         Husband
## 3869          Never-married       Craft-repair   Not-in-family
## 3870          Never-married              Sales   Not-in-family
## 3871     Married-civ-spouse  Handlers-cleaners         Husband
## 3872     Married-civ-spouse    Protective-serv         Husband
## 3873     Married-civ-spouse  Machine-op-inspct         Husband
## 3874          Never-married              Sales   Not-in-family
## 3875          Never-married    Exec-managerial       Own-child
## 3876              Separated  Handlers-cleaners   Not-in-family
## 3877     Married-civ-spouse   Transport-moving         Husband
## 3878               Divorced    Exec-managerial       Unmarried
## 3879     Married-civ-spouse    Exec-managerial         Husband
## 3880     Married-civ-spouse  Machine-op-inspct            Wife
## 3881     Married-civ-spouse    Protective-serv         Husband
## 3882                Widowed     Prof-specialty   Not-in-family
## 3883     Married-civ-spouse    Exec-managerial         Husband
## 3884     Married-civ-spouse  Machine-op-inspct         Husband
## 3885     Married-civ-spouse     Prof-specialty         Husband
## 3886               Divorced              Sales       Own-child
## 3887     Married-civ-spouse       Tech-support         Husband
## 3888     Married-civ-spouse                  ?            Wife
## 3889              Separated       Craft-repair       Unmarried
## 3890     Married-civ-spouse       Craft-repair         Husband
## 3891               Divorced       Adm-clerical       Own-child
## 3892          Never-married  Machine-op-inspct       Own-child
## 3893     Married-civ-spouse              Sales         Husband
## 3894               Divorced     Prof-specialty   Not-in-family
## 3895     Married-civ-spouse       Adm-clerical         Husband
## 3896     Married-civ-spouse                  ?            Wife
## 3897               Divorced     Prof-specialty       Unmarried
## 3898          Never-married                  ?       Own-child
## 3899          Never-married      Other-service       Own-child
## 3900          Never-married       Craft-repair  Other-relative
## 3901     Married-civ-spouse    Exec-managerial         Husband
## 3902          Never-married                  ?       Own-child
## 3903          Never-married                  ?       Own-child
## 3904          Never-married      Other-service   Not-in-family
## 3905     Married-civ-spouse       Adm-clerical         Husband
## 3906     Married-civ-spouse  Handlers-cleaners         Husband
## 3907     Married-civ-spouse     Prof-specialty         Husband
## 3908          Never-married       Adm-clerical   Not-in-family
## 3909     Married-civ-spouse      Other-service         Husband
## 3910     Married-civ-spouse    Exec-managerial         Husband
## 3911               Divorced              Sales       Unmarried
## 3912     Married-civ-spouse       Craft-repair         Husband
## 3913     Married-civ-spouse     Prof-specialty         Husband
## 3914     Married-civ-spouse    Exec-managerial         Husband
## 3915     Married-civ-spouse       Craft-repair         Husband
## 3916     Married-civ-spouse       Craft-repair         Husband
## 3917          Never-married                  ?   Not-in-family
## 3918          Never-married      Other-service       Own-child
## 3919     Married-civ-spouse     Prof-specialty         Husband
## 3920          Never-married   Transport-moving       Own-child
## 3921     Married-civ-spouse    Protective-serv         Husband
## 3922               Divorced       Craft-repair   Not-in-family
## 3923          Never-married       Adm-clerical       Own-child
## 3924     Married-civ-spouse      Other-service         Husband
## 3925     Married-civ-spouse       Adm-clerical         Husband
## 3926     Married-civ-spouse              Sales         Husband
## 3927               Divorced     Prof-specialty   Not-in-family
## 3928     Married-civ-spouse    Exec-managerial         Husband
## 3929     Married-civ-spouse  Handlers-cleaners         Husband
## 3930     Married-civ-spouse       Craft-repair         Husband
## 3931          Never-married              Sales       Own-child
## 3932                Widowed      Other-service       Unmarried
## 3933     Married-civ-spouse       Craft-repair         Husband
## 3934     Married-civ-spouse       Craft-repair         Husband
## 3935               Divorced     Prof-specialty   Not-in-family
## 3936          Never-married              Sales       Own-child
## 3937               Divorced       Adm-clerical       Unmarried
## 3938              Separated     Prof-specialty   Not-in-family
## 3939               Divorced       Craft-repair       Unmarried
## 3940     Married-civ-spouse  Machine-op-inspct         Husband
## 3941          Never-married     Prof-specialty   Not-in-family
## 3942     Married-civ-spouse  Machine-op-inspct         Husband
## 3943          Never-married                  ?       Own-child
## 3944          Never-married       Adm-clerical       Unmarried
## 3945     Married-civ-spouse  Machine-op-inspct         Husband
## 3946     Married-civ-spouse    Exec-managerial         Husband
## 3947          Never-married       Tech-support   Not-in-family
## 3948               Divorced                  ?   Not-in-family
## 3949     Married-civ-spouse    Exec-managerial         Husband
## 3950              Separated                  ?       Unmarried
## 3951               Divorced                  ?       Unmarried
## 3952          Never-married     Prof-specialty   Not-in-family
## 3953     Married-civ-spouse       Tech-support         Husband
## 3954     Married-civ-spouse   Transport-moving         Husband
## 3955     Married-civ-spouse              Sales         Husband
## 3956          Never-married  Machine-op-inspct  Other-relative
## 3957               Divorced     Prof-specialty   Not-in-family
## 3958               Divorced     Prof-specialty   Not-in-family
## 3959     Married-civ-spouse       Craft-repair         Husband
## 3960     Married-civ-spouse       Craft-repair         Husband
## 3961               Divorced     Prof-specialty       Unmarried
## 3962     Married-civ-spouse       Craft-repair         Husband
## 3963     Married-civ-spouse       Craft-repair         Husband
## 3964                Widowed                  ?   Not-in-family
## 3965     Married-civ-spouse     Prof-specialty         Husband
## 3966     Married-civ-spouse   Transport-moving            Wife
## 3967     Married-civ-spouse     Prof-specialty            Wife
## 3968     Married-civ-spouse       Craft-repair         Husband
## 3969     Married-civ-spouse   Transport-moving         Husband
## 3970               Divorced                  ?   Not-in-family
## 3971          Never-married       Adm-clerical   Not-in-family
## 3972               Divorced  Handlers-cleaners   Not-in-family
## 3973          Never-married  Handlers-cleaners       Own-child
## 3974          Never-married       Adm-clerical       Own-child
## 3975              Separated       Adm-clerical   Not-in-family
## 3976          Never-married    Exec-managerial   Not-in-family
## 3977     Married-civ-spouse    Farming-fishing         Husband
## 3978          Never-married       Adm-clerical       Own-child
## 3979     Married-civ-spouse              Sales         Husband
## 3980               Divorced              Sales   Not-in-family
## 3981     Married-civ-spouse                  ?         Husband
## 3982          Never-married  Machine-op-inspct   Not-in-family
## 3983               Divorced     Prof-specialty       Unmarried
## 3984     Married-civ-spouse    Exec-managerial         Husband
## 3985               Divorced      Other-service   Not-in-family
## 3986          Never-married      Other-service       Own-child
## 3987              Separated       Adm-clerical   Not-in-family
## 3988     Married-civ-spouse      Other-service         Husband
## 3989     Married-civ-spouse  Machine-op-inspct         Husband
## 3990          Never-married    Protective-serv       Own-child
## 3991                Widowed                  ?   Not-in-family
## 3992          Never-married       Adm-clerical       Own-child
## 3993               Divorced       Craft-repair  Other-relative
## 3994  Married-spouse-absent       Tech-support       Own-child
## 3995              Separated    Exec-managerial   Not-in-family
## 3996          Never-married       Adm-clerical       Unmarried
## 3997          Never-married      Other-service   Not-in-family
## 3998     Married-civ-spouse       Craft-repair         Husband
## 3999     Married-civ-spouse   Transport-moving         Husband
## 4000     Married-civ-spouse       Craft-repair         Husband
## 4001     Married-civ-spouse              Sales         Husband
## 4002          Never-married  Machine-op-inspct       Own-child
## 4003          Never-married              Sales       Own-child
## 4004          Never-married                  ?   Not-in-family
## 4005          Never-married     Prof-specialty   Not-in-family
## 4006     Married-civ-spouse       Craft-repair         Husband
## 4007          Never-married              Sales   Not-in-family
## 4008               Divorced    Priv-house-serv   Not-in-family
## 4009     Married-civ-spouse  Handlers-cleaners         Husband
## 4010               Divorced     Prof-specialty   Not-in-family
## 4011          Never-married       Adm-clerical       Own-child
## 4012          Never-married              Sales   Not-in-family
## 4013     Married-civ-spouse  Handlers-cleaners         Husband
## 4014          Never-married       Adm-clerical       Own-child
## 4015          Never-married    Protective-serv       Own-child
## 4016     Married-civ-spouse    Exec-managerial         Husband
## 4017               Divorced  Machine-op-inspct       Own-child
## 4018     Married-civ-spouse                  ?         Husband
## 4019     Married-civ-spouse                  ?         Husband
## 4020          Never-married              Sales   Not-in-family
## 4021               Divorced       Adm-clerical       Unmarried
## 4022          Never-married                  ?       Own-child
## 4023               Divorced              Sales       Own-child
## 4024          Never-married       Adm-clerical  Other-relative
## 4025     Married-civ-spouse       Tech-support         Husband
## 4026     Married-civ-spouse       Craft-repair         Husband
## 4027          Never-married    Exec-managerial   Not-in-family
## 4028     Married-civ-spouse    Farming-fishing         Husband
## 4029               Divorced      Other-service   Not-in-family
## 4030     Married-civ-spouse    Exec-managerial         Husband
## 4031          Never-married    Protective-serv   Not-in-family
## 4032     Married-civ-spouse     Prof-specialty         Husband
## 4033     Married-civ-spouse       Craft-repair         Husband
## 4034          Never-married      Other-service   Not-in-family
## 4035          Never-married       Craft-repair   Not-in-family
## 4036              Separated     Prof-specialty       Unmarried
## 4037          Never-married    Exec-managerial       Own-child
## 4038               Divorced      Other-service   Not-in-family
## 4039              Separated   Transport-moving       Own-child
## 4040               Divorced       Craft-repair   Not-in-family
## 4041          Never-married    Exec-managerial   Not-in-family
## 4042               Divorced       Adm-clerical       Unmarried
## 4043     Married-civ-spouse  Handlers-cleaners            Wife
## 4044               Divorced      Other-service   Not-in-family
## 4045          Never-married              Sales       Own-child
## 4046     Married-civ-spouse  Machine-op-inspct         Husband
## 4047          Never-married  Machine-op-inspct  Other-relative
## 4048                Widowed      Other-service       Unmarried
## 4049     Married-civ-spouse       Craft-repair         Husband
## 4050               Divorced       Craft-repair   Not-in-family
## 4051     Married-civ-spouse              Sales         Husband
## 4052          Never-married     Prof-specialty   Not-in-family
## 4053               Divorced   Transport-moving   Not-in-family
## 4054     Married-civ-spouse       Craft-repair         Husband
## 4055     Married-civ-spouse    Exec-managerial         Husband
## 4056     Married-civ-spouse     Prof-specialty         Husband
## 4057     Married-civ-spouse  Handlers-cleaners         Husband
## 4058          Never-married       Adm-clerical       Unmarried
## 4059     Married-civ-spouse       Craft-repair         Husband
## 4060          Never-married       Adm-clerical       Own-child
## 4061     Married-civ-spouse              Sales         Husband
## 4062               Divorced              Sales       Own-child
## 4063          Never-married              Sales       Own-child
## 4064               Divorced       Adm-clerical   Not-in-family
## 4065               Divorced              Sales   Not-in-family
## 4066     Married-civ-spouse              Sales         Husband
## 4067     Married-civ-spouse      Other-service            Wife
## 4068               Divorced  Handlers-cleaners   Not-in-family
## 4069          Never-married    Exec-managerial       Own-child
## 4070          Never-married      Other-service       Unmarried
## 4071          Never-married  Handlers-cleaners       Own-child
## 4072               Divorced       Adm-clerical       Unmarried
## 4073          Never-married                  ?       Unmarried
## 4074               Divorced     Prof-specialty       Unmarried
## 4075          Never-married       Adm-clerical   Not-in-family
## 4076     Married-civ-spouse    Exec-managerial         Husband
## 4077          Never-married       Craft-repair       Own-child
## 4078     Married-civ-spouse              Sales         Husband
## 4079          Never-married       Tech-support       Own-child
## 4080     Married-civ-spouse              Sales         Husband
## 4081          Never-married                  ?       Own-child
## 4082          Never-married  Handlers-cleaners       Own-child
## 4083     Married-civ-spouse       Craft-repair         Husband
## 4084               Divorced      Other-service       Own-child
## 4085               Divorced       Craft-repair       Unmarried
## 4086               Divorced      Other-service  Other-relative
## 4087     Married-civ-spouse                  ?         Husband
## 4088     Married-civ-spouse    Exec-managerial         Husband
## 4089     Married-civ-spouse     Prof-specialty         Husband
## 4090          Never-married       Adm-clerical       Own-child
## 4091          Never-married                  ?       Own-child
## 4092               Divorced       Craft-repair   Not-in-family
## 4093          Never-married     Prof-specialty       Own-child
## 4094     Married-civ-spouse     Prof-specialty         Husband
## 4095     Married-civ-spouse  Machine-op-inspct         Husband
## 4096     Married-civ-spouse    Exec-managerial         Husband
## 4097     Married-civ-spouse  Handlers-cleaners         Husband
## 4098     Married-civ-spouse     Prof-specialty         Husband
## 4099          Never-married  Handlers-cleaners       Own-child
## 4100     Married-civ-spouse   Transport-moving         Husband
## 4101          Never-married       Craft-repair       Unmarried
## 4102     Married-civ-spouse      Other-service         Husband
## 4103     Married-civ-spouse   Transport-moving         Husband
## 4104          Never-married  Handlers-cleaners   Not-in-family
## 4105     Married-civ-spouse              Sales         Husband
## 4106               Divorced  Handlers-cleaners   Not-in-family
## 4107          Never-married              Sales   Not-in-family
## 4108     Married-civ-spouse      Other-service   Not-in-family
## 4109          Never-married              Sales   Not-in-family
## 4110                Widowed                  ?  Other-relative
## 4111          Never-married       Adm-clerical   Not-in-family
## 4112               Divorced   Transport-moving   Not-in-family
## 4113               Divorced    Protective-serv       Unmarried
## 4114          Never-married      Other-service   Not-in-family
## 4115          Never-married       Adm-clerical   Not-in-family
## 4116     Married-civ-spouse     Prof-specialty         Husband
## 4117     Married-civ-spouse   Transport-moving         Husband
## 4118          Never-married       Tech-support       Own-child
## 4119          Never-married              Sales   Not-in-family
## 4120     Married-civ-spouse   Transport-moving         Husband
## 4121               Divorced       Adm-clerical   Not-in-family
## 4122     Married-civ-spouse       Adm-clerical         Husband
## 4123     Married-civ-spouse  Machine-op-inspct         Husband
## 4124               Divorced      Other-service       Own-child
## 4125          Never-married              Sales   Not-in-family
## 4126     Married-civ-spouse   Transport-moving         Husband
## 4127     Married-civ-spouse    Exec-managerial         Husband
## 4128     Married-civ-spouse     Prof-specialty         Husband
## 4129          Never-married     Prof-specialty       Own-child
## 4130          Never-married      Other-service   Not-in-family
## 4131          Never-married       Craft-repair       Unmarried
## 4132     Married-civ-spouse    Exec-managerial         Husband
## 4133     Married-civ-spouse    Farming-fishing         Husband
## 4134     Married-civ-spouse       Craft-repair         Husband
## 4135               Divorced       Adm-clerical       Unmarried
## 4136          Never-married       Adm-clerical       Unmarried
## 4137     Married-civ-spouse    Exec-managerial         Husband
## 4138     Married-civ-spouse       Craft-repair         Husband
## 4139          Never-married       Adm-clerical       Own-child
## 4140          Never-married      Other-service       Own-child
## 4141     Married-civ-spouse    Protective-serv         Husband
## 4142               Divorced  Machine-op-inspct   Not-in-family
## 4143          Never-married       Adm-clerical   Not-in-family
## 4144     Married-civ-spouse    Exec-managerial         Husband
## 4145               Divorced       Craft-repair       Unmarried
## 4146     Married-civ-spouse     Prof-specialty            Wife
## 4147     Married-civ-spouse       Craft-repair         Husband
## 4148     Married-civ-spouse                  ?         Husband
## 4149     Married-civ-spouse    Farming-fishing         Husband
## 4150          Never-married      Other-service       Own-child
## 4151               Divorced       Adm-clerical   Not-in-family
## 4152               Divorced     Prof-specialty       Unmarried
## 4153          Never-married                  ?       Own-child
## 4154          Never-married              Sales   Not-in-family
## 4155     Married-civ-spouse     Prof-specialty         Husband
## 4156          Never-married                  ?  Other-relative
## 4157          Never-married       Adm-clerical       Own-child
## 4158               Divorced  Handlers-cleaners   Not-in-family
## 4159               Divorced    Priv-house-serv       Unmarried
## 4160     Married-civ-spouse              Sales         Husband
## 4161     Married-civ-spouse       Craft-repair       Own-child
## 4162     Married-civ-spouse       Craft-repair         Husband
## 4163     Married-civ-spouse       Craft-repair         Husband
## 4164  Married-spouse-absent       Tech-support       Unmarried
## 4165     Married-civ-spouse      Other-service            Wife
## 4166     Married-civ-spouse    Exec-managerial            Wife
## 4167          Never-married      Other-service       Own-child
## 4168     Married-civ-spouse    Exec-managerial         Husband
## 4169          Never-married      Other-service   Not-in-family
## 4170     Married-civ-spouse                  ?            Wife
## 4171     Married-civ-spouse              Sales         Husband
## 4172               Divorced      Other-service       Unmarried
## 4173     Married-civ-spouse       Tech-support         Husband
## 4174          Never-married    Farming-fishing       Own-child
## 4175          Never-married                  ?       Own-child
## 4176              Separated      Other-service   Not-in-family
## 4177     Married-civ-spouse       Craft-repair         Husband
## 4178     Married-civ-spouse    Exec-managerial         Husband
## 4179     Married-civ-spouse       Adm-clerical         Husband
## 4180          Never-married     Prof-specialty   Not-in-family
## 4181          Never-married   Transport-moving       Own-child
## 4182                Widowed      Other-service   Not-in-family
## 4183     Married-civ-spouse              Sales         Husband
## 4184          Never-married       Craft-repair   Not-in-family
## 4185          Never-married     Prof-specialty       Own-child
## 4186     Married-civ-spouse       Adm-clerical         Husband
## 4187     Married-civ-spouse       Craft-repair         Husband
## 4188               Divorced  Machine-op-inspct       Unmarried
## 4189     Married-civ-spouse   Transport-moving         Husband
## 4190     Married-civ-spouse    Exec-managerial         Husband
## 4191          Never-married       Craft-repair   Not-in-family
## 4192          Never-married  Machine-op-inspct   Not-in-family
## 4193     Married-civ-spouse  Machine-op-inspct         Husband
## 4194          Never-married              Sales       Own-child
## 4195          Never-married       Craft-repair       Own-child
## 4196          Never-married       Craft-repair   Not-in-family
## 4197     Married-civ-spouse     Prof-specialty         Husband
## 4198     Married-civ-spouse    Protective-serv         Husband
## 4199     Married-civ-spouse  Machine-op-inspct            Wife
## 4200          Never-married      Other-service   Not-in-family
## 4201          Never-married                  ?       Own-child
## 4202     Married-civ-spouse  Machine-op-inspct         Husband
## 4203               Divorced    Exec-managerial   Not-in-family
## 4204              Separated    Exec-managerial   Not-in-family
## 4205          Never-married    Farming-fishing   Not-in-family
## 4206          Never-married      Other-service       Own-child
## 4207                Widowed  Machine-op-inspct   Not-in-family
## 4208               Divorced              Sales   Not-in-family
## 4209          Never-married     Prof-specialty   Not-in-family
## 4210          Never-married       Tech-support       Own-child
## 4211     Married-civ-spouse     Prof-specialty         Husband
## 4212     Married-civ-spouse    Farming-fishing         Husband
## 4213          Never-married                  ?   Not-in-family
## 4214          Never-married  Machine-op-inspct       Own-child
## 4215               Divorced       Craft-repair   Not-in-family
## 4216          Never-married                  ?   Not-in-family
## 4217          Never-married              Sales  Other-relative
## 4218          Never-married                  ?       Own-child
## 4219          Never-married              Sales   Not-in-family
## 4220          Never-married     Prof-specialty   Not-in-family
## 4221          Never-married       Adm-clerical   Not-in-family
## 4222               Divorced              Sales       Unmarried
## 4223               Divorced       Craft-repair   Not-in-family
## 4224          Never-married       Craft-repair       Own-child
## 4225          Never-married      Other-service       Own-child
## 4226              Separated       Adm-clerical   Not-in-family
## 4227               Divorced      Other-service       Unmarried
## 4228          Never-married      Other-service   Not-in-family
## 4229               Divorced       Adm-clerical       Unmarried
## 4230     Married-civ-spouse   Transport-moving            Wife
## 4231     Married-civ-spouse       Craft-repair         Husband
## 4232               Divorced    Exec-managerial       Unmarried
## 4233     Married-civ-spouse    Exec-managerial         Husband
## 4234          Never-married     Prof-specialty   Not-in-family
## 4235                Widowed    Exec-managerial       Unmarried
## 4236          Never-married     Prof-specialty   Not-in-family
## 4237     Married-civ-spouse     Prof-specialty         Husband
## 4238          Never-married   Transport-moving       Own-child
## 4239     Married-civ-spouse    Exec-managerial         Husband
## 4240              Separated              Sales       Unmarried
## 4241          Never-married                  ?   Not-in-family
## 4242          Never-married     Prof-specialty   Not-in-family
## 4243               Divorced       Craft-repair       Own-child
## 4244          Never-married       Craft-repair   Not-in-family
## 4245     Married-civ-spouse              Sales         Husband
## 4246          Never-married       Craft-repair   Not-in-family
## 4247     Married-civ-spouse     Prof-specialty            Wife
## 4248          Never-married  Handlers-cleaners       Own-child
## 4249          Never-married      Other-service   Not-in-family
## 4250     Married-civ-spouse              Sales         Husband
## 4251          Never-married  Machine-op-inspct       Own-child
## 4252               Divorced       Tech-support   Not-in-family
## 4253  Married-spouse-absent       Craft-repair   Not-in-family
## 4254               Divorced       Adm-clerical       Unmarried
## 4255          Never-married  Handlers-cleaners   Not-in-family
## 4256     Married-civ-spouse       Tech-support         Husband
## 4257     Married-civ-spouse       Adm-clerical  Other-relative
## 4258     Married-civ-spouse       Craft-repair         Husband
## 4259     Married-civ-spouse   Transport-moving         Husband
## 4260          Never-married      Other-service   Not-in-family
## 4261               Divorced              Sales   Not-in-family
## 4262          Never-married      Other-service   Not-in-family
## 4263          Never-married       Adm-clerical       Own-child
## 4264     Married-civ-spouse    Farming-fishing            Wife
## 4265     Married-civ-spouse    Exec-managerial         Husband
## 4266     Married-civ-spouse    Exec-managerial         Husband
## 4267     Married-civ-spouse     Prof-specialty         Husband
## 4268     Married-civ-spouse       Craft-repair         Husband
## 4269          Never-married   Transport-moving   Not-in-family
## 4270          Never-married      Other-service  Other-relative
## 4271               Divorced       Adm-clerical   Not-in-family
## 4272     Married-civ-spouse    Exec-managerial         Husband
## 4273          Never-married                  ?       Own-child
## 4274                Widowed      Other-service       Unmarried
## 4275              Separated     Prof-specialty   Not-in-family
## 4276     Married-civ-spouse  Handlers-cleaners         Husband
## 4277          Never-married              Sales   Not-in-family
## 4278          Never-married              Sales       Own-child
## 4279              Separated       Adm-clerical       Unmarried
## 4280               Divorced     Prof-specialty       Unmarried
## 4281     Married-civ-spouse  Handlers-cleaners         Husband
## 4282                Widowed      Other-service       Unmarried
## 4283     Married-civ-spouse              Sales            Wife
## 4284     Married-civ-spouse      Other-service         Husband
## 4285          Never-married  Machine-op-inspct       Own-child
## 4286     Married-civ-spouse  Machine-op-inspct         Husband
## 4287          Never-married       Adm-clerical  Other-relative
## 4288     Married-civ-spouse  Machine-op-inspct         Husband
## 4289               Divorced                  ?   Not-in-family
## 4290          Never-married              Sales   Not-in-family
## 4291     Married-civ-spouse       Craft-repair         Husband
## 4292     Married-civ-spouse  Machine-op-inspct         Husband
## 4293          Never-married    Exec-managerial       Unmarried
## 4294               Divorced     Prof-specialty   Not-in-family
## 4295          Never-married     Prof-specialty   Not-in-family
## 4296     Married-civ-spouse              Sales         Husband
## 4297          Never-married      Other-service       Own-child
## 4298     Married-civ-spouse    Exec-managerial         Husband
## 4299          Never-married      Other-service   Not-in-family
## 4300          Never-married                  ?       Own-child
## 4301          Never-married              Sales   Not-in-family
## 4302          Never-married    Farming-fishing       Unmarried
## 4303     Married-civ-spouse      Other-service         Husband
## 4304     Married-civ-spouse       Craft-repair         Husband
## 4305     Married-civ-spouse       Craft-repair         Husband
## 4306          Never-married       Adm-clerical       Own-child
## 4307     Married-civ-spouse       Tech-support         Husband
## 4308     Married-civ-spouse  Machine-op-inspct         Husband
## 4309     Married-civ-spouse    Farming-fishing         Husband
## 4310                Widowed                  ?   Not-in-family
## 4311          Never-married       Tech-support       Own-child
## 4312     Married-civ-spouse              Sales         Husband
## 4313     Married-civ-spouse     Prof-specialty         Husband
## 4314          Never-married       Craft-repair       Own-child
## 4315               Divorced    Exec-managerial   Not-in-family
## 4316     Married-civ-spouse                  ?         Husband
## 4317                Widowed       Craft-repair   Not-in-family
## 4318              Separated       Adm-clerical       Unmarried
## 4319          Never-married       Adm-clerical   Not-in-family
## 4320     Married-civ-spouse    Exec-managerial         Husband
## 4321          Never-married       Craft-repair       Own-child
## 4322     Married-civ-spouse       Adm-clerical         Husband
## 4323               Divorced    Exec-managerial   Not-in-family
## 4324          Never-married       Craft-repair   Not-in-family
## 4325              Separated     Prof-specialty       Own-child
## 4326          Never-married       Craft-repair   Not-in-family
## 4327     Married-civ-spouse   Transport-moving         Husband
## 4328     Married-civ-spouse    Exec-managerial         Husband
## 4329          Never-married  Handlers-cleaners       Own-child
## 4330               Divorced    Exec-managerial   Not-in-family
## 4331     Married-civ-spouse    Protective-serv         Husband
## 4332     Married-civ-spouse    Exec-managerial         Husband
## 4333     Married-civ-spouse     Prof-specialty         Husband
## 4334          Never-married    Exec-managerial   Not-in-family
## 4335     Married-civ-spouse              Sales         Husband
## 4336     Married-civ-spouse     Prof-specialty         Husband
## 4337          Never-married      Other-service       Unmarried
## 4338          Never-married                  ?       Own-child
## 4339     Married-civ-spouse     Prof-specialty         Husband
## 4340     Married-civ-spouse     Prof-specialty         Husband
## 4341  Married-spouse-absent       Adm-clerical       Own-child
## 4342     Married-civ-spouse       Craft-repair         Husband
## 4343          Never-married              Sales       Own-child
## 4344     Married-civ-spouse     Prof-specialty         Husband
## 4345     Married-civ-spouse   Transport-moving         Husband
## 4346     Married-civ-spouse    Exec-managerial         Husband
## 4347          Never-married       Adm-clerical       Unmarried
## 4348          Never-married    Exec-managerial       Unmarried
## 4349               Divorced  Handlers-cleaners   Not-in-family
## 4350     Married-civ-spouse    Exec-managerial         Husband
## 4351          Never-married  Handlers-cleaners       Own-child
## 4352     Married-civ-spouse  Machine-op-inspct         Husband
## 4353               Divorced   Transport-moving   Not-in-family
## 4354     Married-civ-spouse     Prof-specialty            Wife
## 4355     Married-civ-spouse     Prof-specialty         Husband
## 4356     Married-civ-spouse       Craft-repair         Husband
## 4357               Divorced    Exec-managerial       Unmarried
## 4358          Never-married       Craft-repair       Own-child
## 4359          Never-married       Adm-clerical   Not-in-family
## 4360          Never-married     Prof-specialty   Not-in-family
## 4361          Never-married     Prof-specialty       Own-child
## 4362     Married-civ-spouse  Handlers-cleaners         Husband
## 4363          Never-married       Craft-repair   Not-in-family
## 4364     Married-civ-spouse   Transport-moving         Husband
## 4365          Never-married    Exec-managerial       Unmarried
## 4366     Married-civ-spouse              Sales         Husband
## 4367     Married-civ-spouse              Sales         Husband
## 4368     Married-civ-spouse  Machine-op-inspct         Husband
## 4369     Married-civ-spouse    Exec-managerial            Wife
## 4370          Never-married                  ?       Own-child
## 4371     Married-civ-spouse  Machine-op-inspct         Husband
## 4372     Married-civ-spouse   Transport-moving         Husband
## 4373          Never-married    Exec-managerial       Own-child
## 4374          Never-married       Adm-clerical       Own-child
## 4375     Married-civ-spouse     Prof-specialty         Husband
## 4376          Never-married       Craft-repair   Not-in-family
## 4377     Married-civ-spouse    Exec-managerial         Husband
## 4378     Married-civ-spouse     Prof-specialty         Husband
## 4379     Married-civ-spouse  Machine-op-inspct            Wife
## 4380          Never-married              Sales       Own-child
## 4381     Married-civ-spouse    Exec-managerial         Husband
## 4382  Married-spouse-absent    Exec-managerial   Not-in-family
## 4383               Divorced  Machine-op-inspct   Not-in-family
## 4384          Never-married              Sales  Other-relative
## 4385     Married-civ-spouse  Machine-op-inspct         Husband
## 4386     Married-civ-spouse       Craft-repair         Husband
## 4387              Separated       Craft-repair   Not-in-family
## 4388               Divorced       Adm-clerical   Not-in-family
## 4389     Married-civ-spouse       Craft-repair         Husband
## 4390     Married-civ-spouse       Craft-repair         Husband
## 4391     Married-civ-spouse     Prof-specialty            Wife
## 4392          Never-married       Craft-repair  Other-relative
## 4393     Married-civ-spouse      Other-service         Husband
## 4394          Never-married                  ?       Own-child
## 4395          Never-married     Prof-specialty   Not-in-family
## 4396          Never-married  Handlers-cleaners  Other-relative
## 4397          Never-married              Sales   Not-in-family
## 4398          Never-married     Prof-specialty   Not-in-family
## 4399          Never-married              Sales       Own-child
## 4400          Never-married    Exec-managerial       Own-child
## 4401               Divorced      Other-service       Unmarried
## 4402     Married-civ-spouse    Exec-managerial            Wife
## 4403          Never-married              Sales       Own-child
## 4404     Married-civ-spouse              Sales         Husband
## 4405     Married-civ-spouse       Craft-repair         Husband
## 4406     Married-civ-spouse    Exec-managerial         Husband
## 4407          Never-married       Adm-clerical       Own-child
## 4408     Married-civ-spouse              Sales         Husband
## 4409     Married-civ-spouse       Adm-clerical         Husband
## 4410          Never-married                  ?  Other-relative
## 4411     Married-civ-spouse   Transport-moving         Husband
## 4412     Married-civ-spouse     Prof-specialty         Husband
## 4413               Divorced      Other-service       Own-child
## 4414          Never-married                  ?       Own-child
## 4415          Never-married       Adm-clerical   Not-in-family
## 4416               Divorced       Craft-repair   Not-in-family
## 4417          Never-married       Adm-clerical       Own-child
## 4418     Married-civ-spouse       Adm-clerical         Husband
## 4419                Widowed    Exec-managerial       Unmarried
## 4420          Never-married      Other-service  Other-relative
## 4421              Separated  Machine-op-inspct       Unmarried
## 4422     Married-civ-spouse    Exec-managerial         Husband
## 4423                Widowed                  ?   Not-in-family
## 4424               Divorced       Craft-repair       Unmarried
## 4425               Divorced              Sales       Unmarried
## 4426     Married-civ-spouse       Craft-repair         Husband
## 4427     Married-civ-spouse   Transport-moving         Husband
## 4428          Never-married      Other-service   Not-in-family
## 4429     Married-civ-spouse       Adm-clerical         Husband
## 4430     Married-civ-spouse  Handlers-cleaners         Husband
## 4431     Married-civ-spouse       Adm-clerical            Wife
## 4432          Never-married       Adm-clerical   Not-in-family
## 4433               Divorced    Exec-managerial   Not-in-family
## 4434     Married-civ-spouse     Prof-specialty         Husband
## 4435          Never-married       Tech-support   Not-in-family
## 4436               Divorced                  ?   Not-in-family
## 4437     Married-civ-spouse    Exec-managerial         Husband
## 4438          Never-married                  ?   Not-in-family
## 4439     Married-civ-spouse     Prof-specialty         Husband
## 4440          Never-married              Sales   Not-in-family
## 4441     Married-civ-spouse     Prof-specialty         Husband
## 4442     Married-civ-spouse     Prof-specialty         Husband
## 4443          Never-married    Exec-managerial   Not-in-family
## 4444     Married-civ-spouse              Sales         Husband
## 4445          Never-married  Machine-op-inspct       Own-child
## 4446     Married-civ-spouse    Exec-managerial         Husband
## 4447              Separated      Other-service   Not-in-family
## 4448          Never-married    Exec-managerial       Own-child
## 4449               Divorced       Adm-clerical   Not-in-family
## 4450               Divorced       Craft-repair   Not-in-family
## 4451          Never-married              Sales   Not-in-family
## 4452          Never-married       Craft-repair   Not-in-family
## 4453          Never-married       Adm-clerical       Own-child
## 4454     Married-civ-spouse       Adm-clerical            Wife
## 4455          Never-married              Sales  Other-relative
## 4456     Married-civ-spouse       Craft-repair         Husband
## 4457     Married-civ-spouse     Prof-specialty         Husband
## 4458               Divorced    Protective-serv       Own-child
## 4459               Divorced    Farming-fishing       Unmarried
## 4460          Never-married     Prof-specialty   Not-in-family
## 4461               Divorced                  ?       Unmarried
## 4462          Never-married      Other-service       Own-child
## 4463     Married-civ-spouse              Sales         Husband
## 4464                Widowed       Adm-clerical       Unmarried
## 4465          Never-married                  ?   Not-in-family
## 4466     Married-civ-spouse    Exec-managerial         Husband
## 4467     Married-civ-spouse     Prof-specialty            Wife
## 4468     Married-civ-spouse              Sales         Husband
## 4469          Never-married  Machine-op-inspct       Own-child
## 4470          Never-married              Sales       Own-child
## 4471     Married-civ-spouse   Transport-moving         Husband
## 4472     Married-civ-spouse       Adm-clerical         Husband
## 4473     Married-civ-spouse       Adm-clerical            Wife
## 4474     Married-civ-spouse   Transport-moving         Husband
## 4475     Married-civ-spouse     Prof-specialty         Husband
## 4476     Married-civ-spouse     Prof-specialty         Husband
## 4477          Never-married       Craft-repair   Not-in-family
## 4478     Married-civ-spouse      Other-service         Husband
## 4479               Divorced    Exec-managerial       Unmarried
## 4480          Never-married     Prof-specialty   Not-in-family
## 4481     Married-civ-spouse              Sales         Husband
## 4482          Never-married     Prof-specialty   Not-in-family
## 4483          Never-married    Exec-managerial       Unmarried
## 4484          Never-married              Sales   Not-in-family
## 4485                Widowed       Adm-clerical       Unmarried
## 4486  Married-spouse-absent       Adm-clerical       Unmarried
## 4487     Married-civ-spouse       Craft-repair         Husband
## 4488          Never-married      Other-service       Own-child
## 4489          Never-married     Prof-specialty   Not-in-family
## 4490              Separated      Other-service   Not-in-family
## 4491          Never-married              Sales   Not-in-family
## 4492     Married-civ-spouse              Sales         Husband
## 4493     Married-civ-spouse     Prof-specialty            Wife
## 4494               Divorced              Sales       Own-child
## 4495     Married-civ-spouse       Craft-repair         Husband
## 4496     Married-civ-spouse    Exec-managerial         Husband
## 4497     Married-civ-spouse    Farming-fishing         Husband
## 4498     Married-civ-spouse       Craft-repair         Husband
## 4499               Divorced      Other-service       Unmarried
## 4500          Never-married                  ?       Own-child
## 4501              Separated                  ?   Not-in-family
## 4502          Never-married  Handlers-cleaners   Not-in-family
## 4503     Married-civ-spouse    Exec-managerial         Husband
## 4504          Never-married     Prof-specialty   Not-in-family
## 4505               Divorced     Prof-specialty       Unmarried
## 4506          Never-married   Transport-moving   Not-in-family
## 4507          Never-married  Handlers-cleaners       Own-child
## 4508     Married-civ-spouse  Machine-op-inspct         Husband
## 4509          Never-married  Handlers-cleaners   Not-in-family
## 4510          Never-married  Machine-op-inspct       Own-child
## 4511               Divorced      Other-service       Unmarried
## 4512          Never-married    Exec-managerial   Not-in-family
## 4513     Married-civ-spouse       Craft-repair  Other-relative
## 4514          Never-married      Other-service       Own-child
## 4515               Divorced    Exec-managerial  Other-relative
## 4516          Never-married       Adm-clerical       Own-child
## 4517          Never-married       Adm-clerical   Not-in-family
## 4518     Married-civ-spouse              Sales         Husband
## 4519     Married-civ-spouse   Transport-moving         Husband
## 4520          Never-married                  ?   Not-in-family
## 4521     Married-civ-spouse      Other-service         Husband
## 4522     Married-civ-spouse  Handlers-cleaners         Husband
## 4523          Never-married       Adm-clerical   Not-in-family
## 4524     Married-civ-spouse     Prof-specialty         Husband
## 4525     Married-civ-spouse       Craft-repair         Husband
## 4526          Never-married    Exec-managerial   Not-in-family
## 4527     Married-civ-spouse  Machine-op-inspct            Wife
## 4528          Never-married      Other-service   Not-in-family
## 4529               Divorced      Other-service       Unmarried
## 4530     Married-civ-spouse       Adm-clerical         Husband
## 4531               Divorced    Exec-managerial   Not-in-family
## 4532          Never-married                  ?       Own-child
## 4533               Divorced  Handlers-cleaners       Own-child
## 4534          Never-married  Machine-op-inspct       Own-child
## 4535          Never-married  Handlers-cleaners       Own-child
## 4536     Married-civ-spouse              Sales         Husband
## 4537          Never-married     Prof-specialty   Not-in-family
## 4538     Married-civ-spouse     Prof-specialty         Husband
## 4539          Never-married              Sales       Own-child
## 4540     Married-civ-spouse     Prof-specialty         Husband
## 4541     Married-civ-spouse       Adm-clerical            Wife
## 4542               Divorced       Adm-clerical  Other-relative
## 4543     Married-civ-spouse    Farming-fishing         Husband
## 4544     Married-civ-spouse    Farming-fishing         Husband
## 4545          Never-married       Craft-repair   Not-in-family
## 4546     Married-civ-spouse    Exec-managerial            Wife
## 4547     Married-civ-spouse     Prof-specialty         Husband
## 4548     Married-civ-spouse       Craft-repair         Husband
## 4549               Divorced                  ?   Not-in-family
## 4550     Married-civ-spouse    Exec-managerial         Husband
## 4551     Married-civ-spouse  Machine-op-inspct         Husband
## 4552          Never-married     Prof-specialty   Not-in-family
## 4553     Married-civ-spouse       Craft-repair         Husband
## 4554          Never-married                  ?       Own-child
## 4555          Never-married      Other-service       Own-child
## 4556     Married-civ-spouse  Handlers-cleaners         Husband
## 4557          Never-married       Adm-clerical       Unmarried
## 4558          Never-married              Sales   Not-in-family
## 4559     Married-civ-spouse   Transport-moving         Husband
## 4560     Married-civ-spouse    Exec-managerial         Husband
## 4561          Never-married  Machine-op-inspct   Not-in-family
## 4562     Married-civ-spouse      Other-service         Husband
## 4563          Never-married      Other-service       Unmarried
## 4564          Never-married              Sales   Not-in-family
## 4565               Divorced       Adm-clerical   Not-in-family
## 4566     Married-civ-spouse       Craft-repair         Husband
## 4567     Married-civ-spouse              Sales         Husband
## 4568     Married-civ-spouse     Prof-specialty         Husband
## 4569          Never-married    Protective-serv       Own-child
## 4570               Divorced       Adm-clerical       Unmarried
## 4571                Widowed       Adm-clerical   Not-in-family
## 4572     Married-civ-spouse    Exec-managerial         Husband
## 4573          Never-married  Handlers-cleaners   Not-in-family
## 4574          Never-married       Adm-clerical       Unmarried
## 4575          Never-married    Farming-fishing   Not-in-family
## 4576     Married-civ-spouse     Prof-specialty            Wife
## 4577     Married-civ-spouse  Machine-op-inspct            Wife
## 4578     Married-civ-spouse    Protective-serv         Husband
## 4579               Divorced      Other-service   Not-in-family
## 4580               Divorced     Prof-specialty       Unmarried
## 4581          Never-married      Other-service       Own-child
## 4582               Divorced   Transport-moving       Unmarried
## 4583          Never-married       Adm-clerical   Not-in-family
## 4584               Divorced              Sales       Unmarried
## 4585     Married-civ-spouse              Sales         Husband
## 4586          Never-married      Other-service   Not-in-family
## 4587          Never-married       Adm-clerical   Not-in-family
## 4588              Separated       Adm-clerical   Not-in-family
## 4589     Married-civ-spouse      Other-service            Wife
## 4590          Never-married  Machine-op-inspct   Not-in-family
## 4591     Married-civ-spouse              Sales         Husband
## 4592              Separated       Craft-repair       Own-child
## 4593     Married-civ-spouse                  ?            Wife
## 4594     Married-civ-spouse    Exec-managerial         Husband
## 4595          Never-married      Other-service       Own-child
## 4596     Married-civ-spouse              Sales         Husband
## 4597          Never-married       Craft-repair   Not-in-family
## 4598     Married-civ-spouse    Exec-managerial         Husband
## 4599  Married-spouse-absent     Prof-specialty   Not-in-family
## 4600     Married-civ-spouse  Machine-op-inspct         Husband
## 4601     Married-civ-spouse       Craft-repair         Husband
## 4602              Separated      Other-service       Unmarried
## 4603              Separated   Transport-moving       Unmarried
## 4604     Married-civ-spouse       Craft-repair         Husband
## 4605              Separated       Adm-clerical       Unmarried
## 4606          Never-married              Sales       Own-child
## 4607     Married-civ-spouse                  ?            Wife
## 4608          Never-married                  ?       Unmarried
## 4609               Divorced    Exec-managerial   Not-in-family
## 4610     Married-civ-spouse      Other-service            Wife
## 4611     Married-civ-spouse       Craft-repair         Husband
## 4612     Married-civ-spouse              Sales         Husband
## 4613     Married-civ-spouse     Prof-specialty         Husband
## 4614     Married-civ-spouse                  ?         Husband
## 4615     Married-civ-spouse    Farming-fishing         Husband
## 4616          Never-married   Transport-moving       Own-child
## 4617               Divorced       Adm-clerical   Not-in-family
## 4618          Never-married     Prof-specialty  Other-relative
## 4619     Married-civ-spouse    Exec-managerial         Husband
## 4620               Divorced    Protective-serv  Other-relative
## 4621          Never-married    Exec-managerial   Not-in-family
## 4622          Never-married                  ?       Own-child
## 4623     Married-civ-spouse    Exec-managerial         Husband
## 4624          Never-married      Other-service       Own-child
## 4625          Never-married              Sales       Unmarried
## 4626     Married-civ-spouse     Prof-specialty         Husband
## 4627              Separated  Handlers-cleaners       Own-child
## 4628     Married-civ-spouse                  ?         Husband
## 4629          Never-married       Craft-repair   Not-in-family
## 4630     Married-civ-spouse       Adm-clerical            Wife
## 4631     Married-civ-spouse       Craft-repair         Husband
## 4632          Never-married       Adm-clerical       Own-child
## 4633     Married-civ-spouse   Transport-moving         Husband
## 4634  Married-spouse-absent      Other-service       Unmarried
## 4635     Married-civ-spouse       Tech-support         Husband
## 4636          Never-married     Prof-specialty       Own-child
## 4637     Married-civ-spouse       Craft-repair         Husband
## 4638     Married-civ-spouse       Craft-repair         Husband
## 4639               Divorced      Other-service   Not-in-family
## 4640          Never-married     Prof-specialty   Not-in-family
## 4641          Never-married       Craft-repair       Own-child
## 4642     Married-civ-spouse    Exec-managerial         Husband
## 4643          Never-married      Other-service  Other-relative
## 4644                Widowed      Other-service       Unmarried
## 4645     Married-civ-spouse      Other-service         Husband
## 4646     Married-civ-spouse       Adm-clerical         Husband
## 4647     Married-civ-spouse   Transport-moving         Husband
## 4648          Never-married  Handlers-cleaners   Not-in-family
## 4649          Never-married              Sales   Not-in-family
## 4650              Separated              Sales       Unmarried
## 4651          Never-married              Sales       Own-child
## 4652     Married-civ-spouse    Exec-managerial         Husband
## 4653               Divorced     Prof-specialty       Unmarried
## 4654     Married-civ-spouse       Craft-repair         Husband
## 4655     Married-civ-spouse  Handlers-cleaners         Husband
## 4656          Never-married                  ?   Not-in-family
## 4657     Married-civ-spouse     Prof-specialty            Wife
## 4658     Married-civ-spouse    Exec-managerial         Husband
## 4659          Never-married      Other-service       Own-child
## 4660     Married-civ-spouse   Transport-moving         Husband
## 4661          Never-married      Other-service   Not-in-family
## 4662     Married-civ-spouse              Sales         Husband
## 4663     Married-civ-spouse     Prof-specialty         Husband
## 4664     Married-civ-spouse       Craft-repair            Wife
## 4665          Never-married  Handlers-cleaners       Own-child
## 4666               Divorced      Other-service       Unmarried
## 4667     Married-civ-spouse     Prof-specialty         Husband
## 4668          Never-married    Farming-fishing       Own-child
## 4669     Married-civ-spouse    Exec-managerial         Husband
## 4670     Married-civ-spouse     Prof-specialty         Husband
## 4671     Married-civ-spouse       Craft-repair         Husband
## 4672     Married-civ-spouse              Sales         Husband
## 4673          Never-married              Sales   Not-in-family
## 4674     Married-civ-spouse       Craft-repair         Husband
## 4675     Married-civ-spouse    Exec-managerial         Husband
## 4676     Married-civ-spouse       Tech-support         Husband
## 4677          Never-married              Sales       Own-child
## 4678     Married-civ-spouse       Craft-repair         Husband
## 4679          Never-married     Prof-specialty   Not-in-family
## 4680          Never-married    Exec-managerial  Other-relative
## 4681     Married-civ-spouse    Exec-managerial         Husband
## 4682     Married-civ-spouse    Exec-managerial         Husband
## 4683     Married-civ-spouse     Prof-specialty         Husband
## 4684          Never-married   Transport-moving   Not-in-family
## 4685          Never-married       Adm-clerical   Not-in-family
## 4686     Married-civ-spouse                  ?            Wife
## 4687          Never-married     Prof-specialty       Own-child
## 4688              Separated  Machine-op-inspct       Unmarried
## 4689          Never-married                  ?       Own-child
## 4690     Married-civ-spouse       Craft-repair         Husband
## 4691          Never-married       Tech-support       Own-child
## 4692     Married-civ-spouse       Adm-clerical         Husband
## 4693               Divorced       Tech-support   Not-in-family
## 4694          Never-married       Tech-support       Own-child
## 4695     Married-civ-spouse       Craft-repair         Husband
## 4696     Married-civ-spouse      Other-service         Husband
## 4697     Married-civ-spouse              Sales         Husband
## 4698          Never-married      Other-service  Other-relative
## 4699  Married-spouse-absent       Craft-repair   Not-in-family
## 4700     Married-civ-spouse       Craft-repair         Husband
## 4701          Never-married       Craft-repair  Other-relative
## 4702          Never-married  Handlers-cleaners   Not-in-family
## 4703          Never-married              Sales       Own-child
## 4704               Divorced  Handlers-cleaners   Not-in-family
## 4705     Married-civ-spouse   Transport-moving            Wife
## 4706               Divorced  Machine-op-inspct       Unmarried
## 4707     Married-civ-spouse    Farming-fishing         Husband
## 4708     Married-civ-spouse       Craft-repair         Husband
## 4709          Never-married      Other-service       Own-child
## 4710     Married-civ-spouse     Prof-specialty         Husband
## 4711               Divorced       Craft-repair   Not-in-family
## 4712     Married-civ-spouse    Protective-serv         Husband
## 4713          Never-married       Adm-clerical       Own-child
## 4714               Divorced       Craft-repair       Unmarried
## 4715          Never-married  Handlers-cleaners       Own-child
## 4716          Never-married       Adm-clerical   Not-in-family
## 4717          Never-married      Other-service       Unmarried
## 4718     Married-civ-spouse       Craft-repair         Husband
## 4719                Widowed      Other-service       Unmarried
## 4720               Divorced    Exec-managerial   Not-in-family
## 4721                Widowed      Other-service   Not-in-family
## 4722     Married-civ-spouse                  ?         Husband
## 4723          Never-married              Sales       Own-child
## 4724     Married-civ-spouse       Craft-repair         Husband
## 4725     Married-civ-spouse              Sales         Husband
## 4726          Never-married       Craft-repair  Other-relative
## 4727     Married-civ-spouse   Transport-moving         Husband
## 4728     Married-civ-spouse     Prof-specialty         Husband
## 4729          Never-married     Prof-specialty       Own-child
## 4730                Widowed                  ?   Not-in-family
## 4731               Divorced      Other-service       Unmarried
## 4732               Divorced       Craft-repair  Other-relative
## 4733          Never-married    Farming-fishing       Unmarried
## 4734          Never-married       Adm-clerical       Unmarried
## 4735          Never-married      Other-service  Other-relative
## 4736          Never-married              Sales   Not-in-family
## 4737     Married-civ-spouse    Exec-managerial         Husband
## 4738          Never-married  Machine-op-inspct       Own-child
## 4739          Never-married   Transport-moving   Not-in-family
## 4740          Never-married    Exec-managerial   Not-in-family
## 4741          Never-married     Prof-specialty   Not-in-family
## 4742          Never-married     Prof-specialty   Not-in-family
## 4743     Married-civ-spouse     Prof-specialty         Husband
## 4744     Married-civ-spouse              Sales         Husband
## 4745          Never-married    Exec-managerial   Not-in-family
## 4746                Widowed                  ?       Unmarried
## 4747          Never-married              Sales   Not-in-family
## 4748     Married-civ-spouse     Prof-specialty         Husband
## 4749               Divorced    Exec-managerial       Unmarried
## 4750               Divorced     Prof-specialty   Not-in-family
## 4751     Married-civ-spouse              Sales         Husband
## 4752     Married-civ-spouse     Prof-specialty         Husband
## 4753     Married-civ-spouse                  ?         Husband
## 4754     Married-civ-spouse       Craft-repair         Husband
## 4755               Divorced    Exec-managerial       Unmarried
## 4756     Married-civ-spouse                  ?         Husband
## 4757     Married-civ-spouse       Craft-repair         Husband
## 4758     Married-civ-spouse  Machine-op-inspct         Husband
## 4759          Never-married       Craft-repair       Unmarried
## 4760                Widowed              Sales       Unmarried
## 4761               Divorced              Sales   Not-in-family
## 4762     Married-civ-spouse     Prof-specialty         Husband
## 4763          Never-married       Adm-clerical   Not-in-family
## 4764               Divorced    Protective-serv   Not-in-family
## 4765               Divorced     Prof-specialty   Not-in-family
## 4766     Married-civ-spouse  Machine-op-inspct         Husband
## 4767     Married-civ-spouse                  ?         Husband
## 4768          Never-married     Prof-specialty       Own-child
## 4769     Married-civ-spouse       Tech-support         Husband
## 4770          Never-married       Craft-repair   Not-in-family
## 4771          Never-married      Other-service       Own-child
## 4772     Married-civ-spouse      Other-service         Husband
## 4773               Divorced      Other-service  Other-relative
## 4774          Never-married    Farming-fishing       Own-child
## 4775          Never-married       Tech-support   Not-in-family
## 4776          Never-married       Craft-repair       Own-child
## 4777     Married-civ-spouse     Prof-specialty         Husband
## 4778          Never-married              Sales   Not-in-family
## 4779               Divorced                  ?       Own-child
## 4780          Never-married              Sales       Own-child
## 4781     Married-civ-spouse    Exec-managerial         Husband
## 4782              Separated       Craft-repair       Own-child
## 4783     Married-civ-spouse                  ?         Husband
## 4784          Never-married  Handlers-cleaners       Own-child
## 4785     Married-civ-spouse    Exec-managerial         Husband
## 4786          Never-married       Craft-repair  Other-relative
## 4787          Never-married   Transport-moving       Own-child
## 4788     Married-civ-spouse  Machine-op-inspct         Husband
## 4789     Married-civ-spouse     Prof-specialty         Husband
## 4790     Married-civ-spouse      Other-service         Husband
## 4791     Married-civ-spouse     Prof-specialty         Husband
## 4792               Divorced       Adm-clerical       Unmarried
## 4793     Married-civ-spouse  Machine-op-inspct         Husband
## 4794     Married-civ-spouse  Handlers-cleaners         Husband
## 4795     Married-civ-spouse  Machine-op-inspct         Husband
## 4796     Married-civ-spouse    Exec-managerial         Husband
## 4797          Never-married       Adm-clerical       Own-child
## 4798     Married-civ-spouse              Sales         Husband
## 4799          Never-married   Transport-moving   Not-in-family
## 4800          Never-married       Adm-clerical   Not-in-family
## 4801     Married-civ-spouse   Transport-moving         Husband
## 4802          Never-married                  ?   Not-in-family
## 4803     Married-civ-spouse  Machine-op-inspct         Husband
## 4804          Never-married      Other-service   Not-in-family
## 4805     Married-civ-spouse    Farming-fishing         Husband
## 4806          Never-married     Prof-specialty   Not-in-family
## 4807               Divorced   Transport-moving   Not-in-family
## 4808               Divorced              Sales       Unmarried
## 4809     Married-civ-spouse       Adm-clerical         Husband
## 4810          Never-married       Tech-support       Own-child
## 4811               Divorced              Sales   Not-in-family
## 4812          Never-married     Prof-specialty   Not-in-family
## 4813               Divorced                  ?   Not-in-family
## 4814     Married-civ-spouse  Machine-op-inspct         Husband
## 4815          Never-married       Adm-clerical       Own-child
## 4816     Married-civ-spouse       Adm-clerical            Wife
## 4817     Married-civ-spouse    Exec-managerial         Husband
## 4818          Never-married    Exec-managerial   Not-in-family
## 4819          Never-married                  ?       Own-child
## 4820               Divorced       Adm-clerical       Unmarried
## 4821     Married-civ-spouse  Machine-op-inspct         Husband
## 4822               Divorced              Sales       Unmarried
## 4823          Never-married     Prof-specialty   Not-in-family
## 4824     Married-civ-spouse       Craft-repair         Husband
## 4825               Divorced      Other-service       Unmarried
## 4826     Married-civ-spouse       Adm-clerical         Husband
## 4827          Never-married       Adm-clerical       Unmarried
## 4828     Married-civ-spouse       Craft-repair         Husband
## 4829               Divorced      Other-service   Not-in-family
## 4830               Divorced      Other-service       Unmarried
## 4831  Married-spouse-absent       Craft-repair  Other-relative
## 4832                Widowed       Adm-clerical   Not-in-family
## 4833     Married-civ-spouse       Craft-repair         Husband
## 4834     Married-civ-spouse              Sales         Husband
## 4835               Divorced       Adm-clerical   Not-in-family
## 4836          Never-married                  ?       Unmarried
## 4837               Divorced     Prof-specialty   Not-in-family
## 4838          Never-married       Adm-clerical   Not-in-family
## 4839     Married-civ-spouse                  ?         Husband
## 4840          Never-married       Tech-support       Unmarried
## 4841          Never-married      Other-service       Unmarried
## 4842               Divorced       Adm-clerical  Other-relative
## 4843              Separated              Sales   Not-in-family
## 4844     Married-civ-spouse       Craft-repair         Husband
## 4845          Never-married  Handlers-cleaners       Unmarried
## 4846     Married-civ-spouse       Adm-clerical         Husband
## 4847     Married-civ-spouse       Craft-repair         Husband
## 4848     Married-civ-spouse    Exec-managerial         Husband
## 4849              Separated    Exec-managerial   Not-in-family
## 4850     Married-civ-spouse    Farming-fishing         Husband
## 4851     Married-civ-spouse       Craft-repair         Husband
## 4852     Married-civ-spouse    Exec-managerial         Husband
## 4853     Married-civ-spouse    Protective-serv         Husband
## 4854          Never-married  Handlers-cleaners       Own-child
## 4855          Never-married       Tech-support   Not-in-family
## 4856          Never-married       Adm-clerical       Own-child
## 4857          Never-married              Sales   Not-in-family
## 4858     Married-civ-spouse    Exec-managerial         Husband
## 4859     Married-civ-spouse   Transport-moving         Husband
## 4860          Never-married    Farming-fishing  Other-relative
## 4861              Separated     Prof-specialty       Unmarried
## 4862          Never-married  Machine-op-inspct  Other-relative
## 4863     Married-civ-spouse   Transport-moving         Husband
## 4864     Married-civ-spouse    Exec-managerial         Husband
## 4865          Never-married       Craft-repair       Own-child
## 4866     Married-civ-spouse    Protective-serv         Husband
## 4867          Never-married       Craft-repair       Own-child
## 4868     Married-civ-spouse  Machine-op-inspct         Husband
## 4869          Never-married              Sales  Other-relative
## 4870               Divorced      Other-service   Not-in-family
## 4871     Married-civ-spouse     Prof-specialty         Husband
## 4872          Never-married       Adm-clerical       Own-child
## 4873     Married-civ-spouse     Prof-specialty         Husband
## 4874     Married-civ-spouse              Sales         Husband
## 4875     Married-civ-spouse       Adm-clerical            Wife
## 4876     Married-civ-spouse    Exec-managerial         Husband
## 4877          Never-married     Prof-specialty       Own-child
## 4878               Divorced       Adm-clerical       Unmarried
## 4879     Married-civ-spouse    Exec-managerial            Wife
## 4880               Divorced     Prof-specialty   Not-in-family
## 4881          Never-married   Transport-moving   Not-in-family
## 4882          Never-married       Craft-repair   Not-in-family
## 4883     Married-civ-spouse       Craft-repair         Husband
## 4884          Never-married              Sales   Not-in-family
## 4885          Never-married                  ?       Unmarried
## 4886     Married-civ-spouse    Exec-managerial         Husband
## 4887              Separated    Exec-managerial       Unmarried
## 4888          Never-married       Adm-clerical       Unmarried
## 4889     Married-civ-spouse    Exec-managerial         Husband
## 4890     Married-civ-spouse       Craft-repair         Husband
## 4891     Married-civ-spouse    Farming-fishing         Husband
## 4892          Never-married      Other-service   Not-in-family
## 4893          Never-married      Other-service       Own-child
## 4894          Never-married       Tech-support   Not-in-family
## 4895     Married-civ-spouse    Exec-managerial         Husband
## 4896          Never-married    Farming-fishing   Not-in-family
## 4897          Never-married              Sales   Not-in-family
## 4898     Married-civ-spouse     Prof-specialty         Husband
## 4899     Married-civ-spouse     Prof-specialty         Husband
## 4900          Never-married     Prof-specialty   Not-in-family
## 4901     Married-civ-spouse       Craft-repair         Husband
## 4902          Never-married    Exec-managerial   Not-in-family
## 4903     Married-civ-spouse       Craft-repair         Husband
## 4904     Married-civ-spouse       Craft-repair         Husband
## 4905          Never-married      Other-service       Own-child
## 4906     Married-civ-spouse    Exec-managerial            Wife
## 4907                Widowed     Prof-specialty   Not-in-family
## 4908          Never-married       Adm-clerical   Not-in-family
## 4909     Married-civ-spouse       Craft-repair         Husband
## 4910                Widowed     Prof-specialty       Unmarried
## 4911     Married-civ-spouse  Machine-op-inspct         Husband
## 4912          Never-married       Adm-clerical       Own-child
## 4913          Never-married       Adm-clerical       Own-child
## 4914          Never-married  Handlers-cleaners  Other-relative
## 4915     Married-civ-spouse       Craft-repair         Husband
## 4916          Never-married    Exec-managerial       Own-child
## 4917     Married-civ-spouse      Other-service         Husband
## 4918          Never-married     Prof-specialty   Not-in-family
## 4919     Married-civ-spouse    Exec-managerial         Husband
## 4920          Never-married       Adm-clerical  Other-relative
## 4921     Married-civ-spouse       Adm-clerical            Wife
## 4922     Married-civ-spouse    Exec-managerial         Husband
## 4923          Never-married       Adm-clerical   Not-in-family
## 4924     Married-civ-spouse              Sales         Husband
## 4925               Divorced    Exec-managerial       Unmarried
## 4926          Never-married                  ?   Not-in-family
## 4927              Separated       Tech-support       Unmarried
## 4928  Married-spouse-absent       Adm-clerical       Own-child
## 4929               Divorced     Prof-specialty   Not-in-family
## 4930               Divorced   Transport-moving       Unmarried
## 4931          Never-married      Other-service       Own-child
## 4932          Never-married      Other-service       Own-child
## 4933               Divorced       Craft-repair       Own-child
## 4934              Separated      Other-service       Unmarried
## 4935     Married-civ-spouse  Handlers-cleaners         Husband
## 4936     Married-civ-spouse       Adm-clerical         Husband
## 4937                Widowed       Adm-clerical   Not-in-family
## 4938          Never-married       Adm-clerical       Own-child
## 4939     Married-civ-spouse       Adm-clerical            Wife
## 4940     Married-civ-spouse       Adm-clerical       Own-child
## 4941     Married-civ-spouse  Machine-op-inspct         Husband
## 4942     Married-civ-spouse       Craft-repair         Husband
## 4943          Never-married                  ?       Own-child
## 4944     Married-civ-spouse    Exec-managerial         Husband
## 4945     Married-civ-spouse              Sales         Husband
## 4946     Married-civ-spouse     Prof-specialty         Husband
## 4947          Never-married              Sales   Not-in-family
## 4948     Married-civ-spouse  Machine-op-inspct         Husband
## 4949               Divorced     Prof-specialty   Not-in-family
## 4950     Married-civ-spouse              Sales         Husband
## 4951     Married-civ-spouse    Exec-managerial         Husband
## 4952     Married-civ-spouse              Sales         Husband
## 4953     Married-civ-spouse    Exec-managerial         Husband
## 4954     Married-civ-spouse       Adm-clerical         Husband
## 4955               Divorced              Sales   Not-in-family
## 4956     Married-civ-spouse      Other-service         Husband
## 4957                Widowed    Exec-managerial       Unmarried
## 4958              Separated      Other-service       Own-child
## 4959          Never-married                  ?       Own-child
## 4960                Widowed       Adm-clerical   Not-in-family
## 4961          Never-married     Prof-specialty       Own-child
## 4962     Married-civ-spouse    Exec-managerial            Wife
## 4963          Never-married       Craft-repair       Own-child
## 4964          Never-married     Prof-specialty   Not-in-family
## 4965     Married-civ-spouse   Transport-moving         Husband
## 4966          Never-married     Prof-specialty   Not-in-family
## 4967          Never-married  Machine-op-inspct       Own-child
## 4968     Married-civ-spouse    Exec-managerial            Wife
## 4969          Never-married    Exec-managerial  Other-relative
## 4970          Never-married     Prof-specialty       Own-child
## 4971     Married-civ-spouse                  ?         Husband
## 4972     Married-civ-spouse   Transport-moving         Husband
## 4973     Married-civ-spouse     Prof-specialty         Husband
## 4974     Married-civ-spouse    Farming-fishing         Husband
## 4975     Married-civ-spouse     Prof-specialty         Husband
## 4976     Married-civ-spouse       Adm-clerical         Husband
## 4977     Married-civ-spouse       Craft-repair         Husband
## 4978     Married-civ-spouse       Craft-repair         Husband
## 4979               Divorced              Sales   Not-in-family
## 4980  Married-spouse-absent  Handlers-cleaners   Not-in-family
## 4981              Separated                  ?       Own-child
## 4982          Never-married       Adm-clerical   Not-in-family
## 4983          Never-married                  ?       Own-child
## 4984     Married-civ-spouse     Prof-specialty         Husband
## 4985          Never-married       Craft-repair       Own-child
## 4986          Never-married  Handlers-cleaners       Unmarried
## 4987          Never-married      Other-service       Own-child
## 4988     Married-civ-spouse     Prof-specialty         Husband
## 4989     Married-civ-spouse    Exec-managerial         Husband
## 4990              Separated    Exec-managerial       Unmarried
## 4991               Divorced              Sales   Not-in-family
## 4992     Married-civ-spouse   Transport-moving         Husband
## 4993     Married-civ-spouse  Handlers-cleaners         Husband
## 4994          Never-married    Exec-managerial   Not-in-family
## 4995     Married-civ-spouse    Exec-managerial         Husband
## 4996          Never-married  Machine-op-inspct       Unmarried
## 4997     Married-civ-spouse       Craft-repair         Husband
## 4998     Married-civ-spouse       Craft-repair         Husband
## 4999          Never-married       Adm-clerical   Not-in-family
## 5000          Never-married     Prof-specialty   Not-in-family
## 5001               Divorced     Prof-specialty   Not-in-family
## 5002          Never-married       Tech-support  Other-relative
## 5003     Married-civ-spouse    Exec-managerial            Wife
## 5004          Never-married  Machine-op-inspct       Unmarried
## 5005     Married-civ-spouse       Craft-repair         Husband
## 5006     Married-civ-spouse              Sales         Husband
## 5007          Never-married      Other-service   Not-in-family
## 5008     Married-civ-spouse              Sales         Husband
## 5009     Married-civ-spouse   Transport-moving         Husband
## 5010     Married-civ-spouse    Protective-serv         Husband
## 5011          Never-married       Tech-support   Not-in-family
## 5012          Never-married   Transport-moving   Not-in-family
## 5013          Never-married     Prof-specialty   Not-in-family
## 5014     Married-civ-spouse     Prof-specialty         Husband
## 5015               Divorced   Transport-moving   Not-in-family
## 5016     Married-civ-spouse  Machine-op-inspct         Husband
## 5017               Divorced     Prof-specialty       Unmarried
## 5018               Divorced       Adm-clerical       Own-child
## 5019          Never-married    Exec-managerial   Not-in-family
## 5020          Never-married  Handlers-cleaners   Not-in-family
## 5021          Never-married                  ?       Own-child
## 5022     Married-civ-spouse       Craft-repair         Husband
## 5023     Married-civ-spouse   Transport-moving         Husband
## 5024          Never-married       Adm-clerical   Not-in-family
## 5025     Married-civ-spouse       Adm-clerical         Husband
## 5026     Married-civ-spouse              Sales         Husband
## 5027     Married-civ-spouse     Prof-specialty         Husband
## 5028     Married-civ-spouse    Exec-managerial            Wife
## 5029     Married-civ-spouse    Farming-fishing         Husband
## 5030          Never-married              Sales       Own-child
## 5031          Never-married      Other-service       Own-child
## 5032     Married-civ-spouse              Sales         Husband
## 5033          Never-married  Handlers-cleaners   Not-in-family
## 5034     Married-civ-spouse     Prof-specialty         Husband
## 5035     Married-civ-spouse    Farming-fishing         Husband
## 5036     Married-civ-spouse    Priv-house-serv            Wife
## 5037     Married-civ-spouse       Adm-clerical            Wife
## 5038     Married-civ-spouse    Exec-managerial         Husband
## 5039     Married-civ-spouse  Machine-op-inspct         Husband
## 5040     Married-civ-spouse       Craft-repair         Husband
## 5041          Never-married    Protective-serv   Not-in-family
## 5042     Married-civ-spouse       Craft-repair         Husband
## 5043               Divorced       Adm-clerical   Not-in-family
## 5044               Divorced     Prof-specialty   Not-in-family
## 5045     Married-civ-spouse    Exec-managerial         Husband
## 5046     Married-civ-spouse     Prof-specialty         Husband
## 5047     Married-civ-spouse       Craft-repair         Husband
## 5048          Never-married   Transport-moving   Not-in-family
## 5049              Separated    Farming-fishing   Not-in-family
## 5050     Married-civ-spouse     Prof-specialty         Husband
## 5051     Married-civ-spouse    Exec-managerial         Husband
## 5052     Married-civ-spouse              Sales         Husband
## 5053              Separated              Sales   Not-in-family
## 5054     Married-civ-spouse     Prof-specialty         Husband
## 5055          Never-married       Craft-repair       Own-child
## 5056          Never-married      Other-service       Own-child
## 5057     Married-civ-spouse  Machine-op-inspct         Husband
## 5058     Married-civ-spouse      Other-service         Husband
## 5059     Married-civ-spouse    Exec-managerial         Husband
## 5060               Divorced       Adm-clerical   Not-in-family
## 5061     Married-civ-spouse   Transport-moving         Husband
## 5062          Never-married       Craft-repair       Own-child
## 5063     Married-civ-spouse       Craft-repair         Husband
## 5064     Married-civ-spouse       Craft-repair         Husband
## 5065          Never-married                  ?       Own-child
## 5066  Married-spouse-absent       Craft-repair   Not-in-family
## 5067     Married-civ-spouse    Exec-managerial         Husband
## 5068     Married-civ-spouse  Handlers-cleaners       Own-child
## 5069          Never-married       Craft-repair   Not-in-family
## 5070          Never-married     Prof-specialty   Not-in-family
## 5071          Never-married     Prof-specialty       Own-child
## 5072     Married-civ-spouse    Farming-fishing         Husband
## 5073     Married-civ-spouse              Sales         Husband
## 5074     Married-civ-spouse     Prof-specialty         Husband
## 5075     Married-civ-spouse              Sales         Husband
## 5076     Married-civ-spouse              Sales            Wife
## 5077          Never-married      Other-service       Own-child
## 5078               Divorced      Other-service   Not-in-family
## 5079     Married-civ-spouse       Craft-repair         Husband
## 5080     Married-civ-spouse  Machine-op-inspct         Husband
## 5081              Separated              Sales       Unmarried
## 5082          Never-married   Transport-moving  Other-relative
## 5083               Divorced    Protective-serv   Not-in-family
## 5084          Never-married       Adm-clerical   Not-in-family
## 5085          Never-married              Sales   Not-in-family
## 5086     Married-civ-spouse    Farming-fishing         Husband
## 5087     Married-civ-spouse       Craft-repair         Husband
## 5088          Never-married       Craft-repair       Own-child
## 5089     Married-civ-spouse       Craft-repair         Husband
## 5090     Married-civ-spouse              Sales         Husband
## 5091          Never-married      Other-service       Own-child
## 5092               Divorced    Exec-managerial       Unmarried
## 5093               Divorced       Craft-repair       Own-child
## 5094     Married-civ-spouse  Machine-op-inspct         Husband
## 5095               Divorced  Machine-op-inspct   Not-in-family
## 5096     Married-civ-spouse       Adm-clerical            Wife
## 5097                Widowed      Other-service       Unmarried
## 5098     Married-civ-spouse              Sales         Husband
## 5099     Married-civ-spouse     Prof-specialty         Husband
## 5100     Married-civ-spouse    Protective-serv         Husband
## 5101     Married-civ-spouse    Farming-fishing         Husband
## 5102     Married-civ-spouse    Exec-managerial         Husband
## 5103     Married-civ-spouse      Other-service         Husband
## 5104     Married-civ-spouse              Sales         Husband
## 5105          Never-married      Other-service   Not-in-family
## 5106  Married-spouse-absent       Craft-repair   Not-in-family
## 5107     Married-civ-spouse    Exec-managerial         Husband
## 5108          Never-married       Craft-repair       Own-child
## 5109     Married-civ-spouse              Sales         Husband
## 5110  Married-spouse-absent      Other-service   Not-in-family
## 5111          Never-married  Machine-op-inspct       Own-child
## 5112          Never-married      Other-service       Unmarried
## 5113     Married-civ-spouse   Transport-moving         Husband
## 5114                Widowed  Machine-op-inspct       Unmarried
## 5115     Married-civ-spouse    Exec-managerial         Husband
## 5116          Never-married     Prof-specialty  Other-relative
## 5117     Married-civ-spouse       Craft-repair         Husband
## 5118          Never-married              Sales   Not-in-family
## 5119     Married-civ-spouse              Sales         Husband
## 5120               Divorced      Other-service       Unmarried
## 5121     Married-civ-spouse     Prof-specialty         Husband
## 5122     Married-civ-spouse       Craft-repair         Husband
## 5123          Never-married      Other-service   Not-in-family
## 5124     Married-civ-spouse     Prof-specialty            Wife
## 5125          Never-married              Sales       Own-child
## 5126          Never-married              Sales   Not-in-family
## 5127          Never-married  Machine-op-inspct  Other-relative
## 5128                Widowed    Exec-managerial   Not-in-family
## 5129          Never-married              Sales       Own-child
## 5130     Married-civ-spouse    Exec-managerial         Husband
## 5131               Divorced       Craft-repair   Not-in-family
## 5132     Married-civ-spouse       Adm-clerical            Wife
## 5133          Never-married    Exec-managerial   Not-in-family
## 5134                Widowed   Transport-moving   Not-in-family
## 5135     Married-civ-spouse      Other-service         Husband
## 5136                Widowed       Craft-repair       Unmarried
## 5137          Never-married  Handlers-cleaners       Own-child
## 5138     Married-civ-spouse       Adm-clerical            Wife
## 5139          Never-married    Protective-serv       Own-child
## 5140     Married-civ-spouse      Other-service         Husband
## 5141     Married-civ-spouse    Exec-managerial         Husband
## 5142          Never-married   Transport-moving       Own-child
## 5143          Never-married      Other-service   Not-in-family
## 5144               Divorced       Adm-clerical  Other-relative
## 5145     Married-civ-spouse              Sales         Husband
## 5146              Separated              Sales       Unmarried
## 5147          Never-married    Exec-managerial   Not-in-family
## 5148          Never-married                  ?       Own-child
## 5149     Married-civ-spouse       Craft-repair         Husband
## 5150     Married-civ-spouse  Machine-op-inspct         Husband
## 5151     Married-civ-spouse  Machine-op-inspct         Husband
## 5152               Divorced              Sales       Unmarried
## 5153          Never-married       Adm-clerical   Not-in-family
## 5154               Divorced       Adm-clerical       Unmarried
## 5155     Married-civ-spouse       Craft-repair         Husband
## 5156               Divorced    Farming-fishing       Unmarried
## 5157                Widowed                  ?   Not-in-family
## 5158     Married-civ-spouse       Adm-clerical            Wife
## 5159     Married-civ-spouse    Exec-managerial         Husband
## 5160     Married-civ-spouse       Craft-repair         Husband
## 5161     Married-civ-spouse     Prof-specialty            Wife
## 5162     Married-civ-spouse       Adm-clerical            Wife
## 5163     Married-civ-spouse      Other-service         Husband
## 5164          Never-married              Sales       Own-child
## 5165     Married-civ-spouse       Craft-repair         Husband
## 5166          Never-married     Prof-specialty   Not-in-family
## 5167     Married-civ-spouse       Adm-clerical         Husband
## 5168     Married-civ-spouse  Handlers-cleaners         Husband
## 5169     Married-civ-spouse    Farming-fishing         Husband
## 5170     Married-civ-spouse    Farming-fishing         Husband
## 5171     Married-civ-spouse       Craft-repair         Husband
## 5172          Never-married              Sales   Not-in-family
## 5173     Married-civ-spouse                  ?            Wife
## 5174     Married-civ-spouse    Exec-managerial         Husband
## 5175          Never-married              Sales       Own-child
## 5176     Married-civ-spouse    Exec-managerial         Husband
## 5177     Married-civ-spouse              Sales       Own-child
## 5178               Divorced       Adm-clerical   Not-in-family
## 5179               Divorced   Transport-moving   Not-in-family
## 5180     Married-civ-spouse     Prof-specialty            Wife
## 5181               Divorced     Prof-specialty       Unmarried
## 5182          Never-married       Craft-repair       Own-child
## 5183     Married-civ-spouse  Handlers-cleaners       Own-child
## 5184               Divorced     Prof-specialty   Not-in-family
## 5185     Married-civ-spouse    Exec-managerial            Wife
## 5186          Never-married              Sales       Own-child
## 5187     Married-civ-spouse              Sales         Husband
## 5188                Widowed     Prof-specialty   Not-in-family
## 5189          Never-married   Transport-moving   Not-in-family
## 5190     Married-civ-spouse       Adm-clerical            Wife
## 5191     Married-civ-spouse       Craft-repair         Husband
## 5192          Never-married      Other-service       Own-child
## 5193     Married-civ-spouse    Exec-managerial         Husband
## 5194                Widowed                  ?   Not-in-family
## 5195     Married-civ-spouse  Machine-op-inspct         Husband
## 5196               Divorced       Adm-clerical       Unmarried
## 5197     Married-civ-spouse     Prof-specialty         Husband
## 5198     Married-civ-spouse              Sales         Husband
## 5199     Married-civ-spouse                  ?         Husband
## 5200               Divorced       Adm-clerical       Unmarried
## 5201          Never-married    Exec-managerial   Not-in-family
## 5202     Married-civ-spouse     Prof-specialty         Husband
## 5203     Married-civ-spouse     Prof-specialty         Husband
## 5204          Never-married     Prof-specialty       Own-child
## 5205          Never-married       Craft-repair   Not-in-family
## 5206          Never-married     Prof-specialty   Not-in-family
## 5207          Never-married      Other-service   Not-in-family
## 5208               Divorced                  ?  Other-relative
## 5209          Never-married      Other-service       Unmarried
## 5210          Never-married                  ?       Own-child
## 5211          Never-married              Sales  Other-relative
## 5212     Married-civ-spouse  Machine-op-inspct         Husband
## 5213          Never-married    Farming-fishing   Not-in-family
## 5214          Never-married              Sales  Other-relative
## 5215                Widowed                  ?   Not-in-family
## 5216     Married-civ-spouse    Exec-managerial         Husband
## 5217          Never-married              Sales   Not-in-family
## 5218          Never-married       Craft-repair   Not-in-family
## 5219          Never-married    Exec-managerial   Not-in-family
## 5220     Married-civ-spouse    Exec-managerial            Wife
## 5221     Married-civ-spouse     Prof-specialty         Husband
## 5222          Never-married       Adm-clerical       Own-child
## 5223     Married-civ-spouse     Prof-specialty         Husband
## 5224               Divorced       Adm-clerical   Not-in-family
## 5225     Married-civ-spouse    Exec-managerial         Husband
## 5226     Married-civ-spouse  Machine-op-inspct         Husband
## 5227     Married-civ-spouse       Craft-repair         Husband
## 5228     Married-civ-spouse    Exec-managerial            Wife
## 5229          Never-married                  ?   Not-in-family
## 5230     Married-civ-spouse  Handlers-cleaners         Husband
## 5231     Married-civ-spouse      Other-service         Husband
## 5232               Divorced    Exec-managerial   Not-in-family
## 5233               Divorced      Other-service   Not-in-family
## 5234     Married-civ-spouse              Sales         Husband
## 5235     Married-civ-spouse       Adm-clerical            Wife
## 5236          Never-married              Sales   Not-in-family
## 5237     Married-civ-spouse       Tech-support         Husband
## 5238          Never-married              Sales       Own-child
## 5239     Married-civ-spouse    Protective-serv         Husband
## 5240          Never-married     Prof-specialty       Own-child
## 5241          Never-married       Tech-support       Own-child
## 5242  Married-spouse-absent      Other-service   Not-in-family
## 5243     Married-civ-spouse    Exec-managerial         Husband
## 5244              Separated     Prof-specialty       Unmarried
## 5245     Married-civ-spouse       Craft-repair         Husband
## 5246               Divorced    Exec-managerial   Not-in-family
## 5247               Divorced       Adm-clerical   Not-in-family
## 5248          Never-married  Handlers-cleaners       Own-child
## 5249     Married-civ-spouse       Craft-repair         Husband
## 5250     Married-civ-spouse              Sales         Husband
## 5251     Married-civ-spouse              Sales         Husband
## 5252     Married-civ-spouse     Prof-specialty            Wife
## 5253          Never-married  Machine-op-inspct       Own-child
## 5254          Never-married    Protective-serv   Not-in-family
## 5255     Married-civ-spouse  Machine-op-inspct         Husband
## 5256               Divorced                  ?       Unmarried
## 5257          Never-married      Other-service       Own-child
## 5258          Never-married       Craft-repair   Not-in-family
## 5259          Never-married       Adm-clerical       Own-child
## 5260          Never-married      Other-service       Own-child
## 5261          Never-married       Adm-clerical       Own-child
## 5262          Never-married       Craft-repair   Not-in-family
## 5263               Divorced       Tech-support   Not-in-family
## 5264          Never-married      Other-service       Own-child
## 5265     Married-civ-spouse              Sales         Husband
## 5266          Never-married       Adm-clerical   Not-in-family
## 5267          Never-married   Transport-moving       Own-child
## 5268     Married-civ-spouse              Sales         Husband
## 5269          Never-married     Prof-specialty       Own-child
## 5270     Married-civ-spouse   Transport-moving         Husband
## 5271               Divorced   Transport-moving   Not-in-family
## 5272          Never-married   Transport-moving  Other-relative
## 5273          Never-married       Adm-clerical   Not-in-family
## 5274     Married-civ-spouse              Sales         Husband
## 5275     Married-civ-spouse    Protective-serv         Husband
## 5276     Married-civ-spouse     Prof-specialty         Husband
## 5277     Married-civ-spouse    Exec-managerial         Husband
## 5278          Never-married     Prof-specialty       Own-child
## 5279     Married-civ-spouse  Handlers-cleaners         Husband
## 5280               Divorced              Sales   Not-in-family
## 5281     Married-civ-spouse    Protective-serv         Husband
## 5282          Never-married  Handlers-cleaners   Not-in-family
## 5283     Married-civ-spouse    Exec-managerial         Husband
## 5284               Divorced     Prof-specialty   Not-in-family
## 5285          Never-married              Sales       Own-child
## 5286     Married-civ-spouse       Adm-clerical            Wife
## 5287              Separated  Handlers-cleaners  Other-relative
## 5288     Married-civ-spouse    Exec-managerial            Wife
## 5289          Never-married   Transport-moving   Not-in-family
## 5290     Married-civ-spouse  Machine-op-inspct         Husband
## 5291     Married-civ-spouse     Prof-specialty         Husband
## 5292                Widowed     Prof-specialty   Not-in-family
## 5293          Never-married              Sales       Own-child
## 5294     Married-civ-spouse    Farming-fishing         Husband
## 5295               Divorced                  ?   Not-in-family
## 5296     Married-civ-spouse   Transport-moving         Husband
## 5297     Married-civ-spouse                  ?         Husband
## 5298     Married-civ-spouse  Handlers-cleaners         Husband
## 5299     Married-civ-spouse       Adm-clerical            Wife
## 5300     Married-civ-spouse    Farming-fishing         Husband
## 5301               Divorced  Handlers-cleaners       Unmarried
## 5302     Married-civ-spouse  Machine-op-inspct         Husband
## 5303          Never-married                  ?       Own-child
## 5304          Never-married      Other-service       Own-child
## 5305          Never-married    Exec-managerial       Own-child
## 5306               Divorced       Adm-clerical   Not-in-family
## 5307     Married-civ-spouse    Farming-fishing         Husband
## 5308              Separated                  ?       Unmarried
## 5309          Never-married      Other-service       Own-child
## 5310          Never-married       Craft-repair       Unmarried
## 5311               Divorced    Exec-managerial   Not-in-family
## 5312          Never-married     Prof-specialty   Not-in-family
## 5313     Married-civ-spouse    Exec-managerial         Husband
## 5314          Never-married       Adm-clerical   Not-in-family
## 5315     Married-civ-spouse    Farming-fishing         Husband
## 5316          Never-married       Craft-repair       Own-child
## 5317          Never-married       Adm-clerical       Own-child
## 5318     Married-civ-spouse       Craft-repair         Husband
## 5319     Married-civ-spouse    Protective-serv         Husband
## 5320     Married-civ-spouse       Craft-repair         Husband
## 5321          Never-married                  ?   Not-in-family
## 5322          Never-married                  ?       Own-child
## 5323          Never-married              Sales   Not-in-family
## 5324     Married-civ-spouse   Transport-moving         Husband
## 5325               Divorced  Machine-op-inspct   Not-in-family
## 5326          Never-married  Handlers-cleaners       Own-child
## 5327     Married-civ-spouse    Farming-fishing         Husband
## 5328     Married-civ-spouse    Protective-serv         Husband
## 5329          Never-married    Exec-managerial       Own-child
## 5330     Married-civ-spouse     Prof-specialty         Husband
## 5331     Married-civ-spouse      Other-service         Husband
## 5332          Never-married    Exec-managerial       Own-child
## 5333          Never-married  Handlers-cleaners       Own-child
## 5334               Divorced  Handlers-cleaners  Other-relative
## 5335     Married-civ-spouse    Exec-managerial         Husband
## 5336               Divorced    Exec-managerial   Not-in-family
## 5337          Never-married       Craft-repair   Not-in-family
## 5338               Divorced     Prof-specialty       Unmarried
## 5339               Divorced       Adm-clerical   Not-in-family
## 5340          Never-married    Exec-managerial   Not-in-family
## 5341     Married-civ-spouse                  ?         Husband
## 5342          Never-married  Machine-op-inspct       Own-child
## 5343     Married-civ-spouse  Machine-op-inspct         Husband
## 5344               Divorced       Adm-clerical       Unmarried
## 5345  Married-spouse-absent                  ?   Not-in-family
## 5346     Married-civ-spouse  Handlers-cleaners         Husband
## 5347          Never-married                  ?       Own-child
## 5348     Married-civ-spouse  Machine-op-inspct         Husband
## 5349          Never-married      Other-service       Own-child
## 5350     Married-civ-spouse    Exec-managerial            Wife
## 5351          Never-married      Other-service       Own-child
## 5352          Never-married     Prof-specialty   Not-in-family
## 5353          Never-married       Craft-repair       Own-child
## 5354     Married-civ-spouse   Transport-moving         Husband
## 5355               Divorced    Exec-managerial       Unmarried
## 5356     Married-civ-spouse  Handlers-cleaners         Husband
## 5357          Never-married              Sales       Own-child
## 5358     Married-civ-spouse  Handlers-cleaners         Husband
## 5359     Married-civ-spouse     Prof-specialty         Husband
## 5360          Never-married      Other-service   Not-in-family
## 5361          Never-married       Craft-repair       Own-child
## 5362          Never-married                  ?       Own-child
## 5363     Married-civ-spouse       Craft-repair         Husband
## 5364          Never-married       Craft-repair       Own-child
## 5365     Married-civ-spouse              Sales         Husband
## 5366     Married-civ-spouse      Other-service         Husband
## 5367          Never-married     Prof-specialty       Own-child
## 5368          Never-married              Sales       Own-child
## 5369     Married-civ-spouse              Sales         Husband
## 5370     Married-civ-spouse   Transport-moving         Husband
## 5371     Married-civ-spouse    Exec-managerial         Husband
## 5372          Never-married    Protective-serv  Other-relative
## 5373     Married-civ-spouse              Sales         Husband
## 5374     Married-civ-spouse       Craft-repair         Husband
## 5375     Married-civ-spouse    Protective-serv         Husband
## 5376          Never-married    Exec-managerial   Not-in-family
## 5377     Married-civ-spouse       Craft-repair         Husband
## 5378              Separated     Prof-specialty   Not-in-family
## 5379     Married-civ-spouse   Transport-moving         Husband
## 5380     Married-civ-spouse              Sales         Husband
## 5381     Married-civ-spouse    Exec-managerial            Wife
## 5382          Never-married       Adm-clerical   Not-in-family
## 5383     Married-civ-spouse              Sales         Husband
## 5384          Never-married                  ?       Own-child
## 5385          Never-married                  ?   Not-in-family
## 5386               Divorced  Handlers-cleaners   Not-in-family
## 5387     Married-civ-spouse    Exec-managerial         Husband
## 5388     Married-civ-spouse       Adm-clerical            Wife
## 5389               Divorced       Tech-support       Unmarried
## 5390     Married-civ-spouse              Sales         Husband
## 5391               Divorced      Other-service       Unmarried
## 5392     Married-civ-spouse  Machine-op-inspct            Wife
## 5393                Widowed       Adm-clerical   Not-in-family
## 5394          Never-married       Tech-support   Not-in-family
## 5395     Married-civ-spouse     Prof-specialty         Husband
## 5396          Never-married       Adm-clerical   Not-in-family
## 5397          Never-married      Other-service       Own-child
## 5398          Never-married       Adm-clerical       Own-child
## 5399               Divorced       Craft-repair   Not-in-family
## 5400               Divorced      Other-service       Unmarried
## 5401     Married-civ-spouse    Exec-managerial         Husband
## 5402          Never-married   Transport-moving  Other-relative
## 5403  Married-spouse-absent     Prof-specialty   Not-in-family
## 5404     Married-civ-spouse    Exec-managerial         Husband
## 5405     Married-civ-spouse       Craft-repair         Husband
## 5406     Married-civ-spouse     Prof-specialty         Husband
## 5407          Never-married    Exec-managerial   Not-in-family
## 5408               Divorced     Prof-specialty       Unmarried
## 5409     Married-civ-spouse              Sales         Husband
## 5410               Divorced              Sales   Not-in-family
## 5411     Married-civ-spouse       Adm-clerical  Other-relative
## 5412                Widowed     Prof-specialty   Not-in-family
## 5413          Never-married      Other-service       Own-child
## 5414               Divorced       Adm-clerical   Not-in-family
## 5415     Married-civ-spouse              Sales         Husband
## 5416          Never-married       Adm-clerical       Own-child
## 5417     Married-civ-spouse      Other-service         Husband
## 5418     Married-civ-spouse              Sales         Husband
## 5419     Married-civ-spouse       Craft-repair         Husband
## 5420     Married-civ-spouse   Transport-moving         Husband
## 5421     Married-civ-spouse    Farming-fishing         Husband
## 5422     Married-civ-spouse    Farming-fishing         Husband
## 5423          Never-married     Prof-specialty   Not-in-family
## 5424               Divorced      Other-service       Unmarried
## 5425          Never-married      Other-service   Not-in-family
## 5426     Married-civ-spouse    Exec-managerial         Husband
## 5427          Never-married  Handlers-cleaners  Other-relative
## 5428     Married-civ-spouse       Adm-clerical         Husband
## 5429     Married-civ-spouse  Machine-op-inspct         Husband
## 5430               Divorced              Sales   Not-in-family
## 5431     Married-civ-spouse       Craft-repair         Husband
## 5432     Married-civ-spouse      Other-service            Wife
## 5433               Divorced     Prof-specialty   Not-in-family
## 5434               Divorced       Adm-clerical   Not-in-family
## 5435          Never-married       Adm-clerical       Own-child
## 5436  Married-spouse-absent  Machine-op-inspct   Not-in-family
## 5437          Never-married     Prof-specialty   Not-in-family
## 5438     Married-civ-spouse    Exec-managerial         Husband
## 5439     Married-civ-spouse       Craft-repair         Husband
## 5440               Divorced       Adm-clerical       Own-child
## 5441          Never-married                  ?   Not-in-family
## 5442     Married-civ-spouse       Craft-repair            Wife
## 5443     Married-civ-spouse       Craft-repair            Wife
## 5444     Married-civ-spouse    Exec-managerial         Husband
## 5445     Married-civ-spouse              Sales         Husband
## 5446               Divorced  Machine-op-inspct       Own-child
## 5447          Never-married                  ?       Own-child
## 5448          Never-married      Other-service       Own-child
## 5449          Never-married   Transport-moving       Own-child
## 5450          Never-married  Handlers-cleaners       Own-child
## 5451          Never-married              Sales       Own-child
## 5452              Separated  Machine-op-inspct   Not-in-family
## 5453          Never-married       Adm-clerical       Own-child
## 5454               Divorced       Craft-repair       Unmarried
## 5455     Married-civ-spouse       Adm-clerical            Wife
## 5456     Married-civ-spouse       Craft-repair         Husband
## 5457     Married-civ-spouse     Prof-specialty         Husband
## 5458     Married-civ-spouse       Adm-clerical         Husband
## 5459     Married-civ-spouse     Prof-specialty         Husband
## 5460          Never-married    Exec-managerial       Own-child
## 5461          Never-married       Adm-clerical       Own-child
## 5462          Never-married              Sales   Not-in-family
## 5463     Married-civ-spouse              Sales         Husband
## 5464  Married-spouse-absent  Machine-op-inspct   Not-in-family
## 5465               Divorced    Exec-managerial   Not-in-family
## 5466               Divorced    Exec-managerial   Not-in-family
## 5467          Never-married  Handlers-cleaners       Own-child
## 5468          Never-married       Adm-clerical  Other-relative
## 5469               Divorced      Other-service       Unmarried
## 5470          Never-married     Prof-specialty       Own-child
## 5471               Divorced       Craft-repair   Not-in-family
## 5472                Widowed                  ?   Not-in-family
## 5473          Never-married  Handlers-cleaners       Own-child
## 5474     Married-civ-spouse     Prof-specialty         Husband
## 5475     Married-civ-spouse      Other-service            Wife
## 5476     Married-civ-spouse       Craft-repair         Husband
## 5477          Never-married      Other-service       Own-child
## 5478          Never-married     Prof-specialty       Own-child
## 5479     Married-civ-spouse       Craft-repair         Husband
## 5480     Married-civ-spouse    Exec-managerial         Husband
## 5481     Married-civ-spouse       Tech-support         Husband
## 5482  Married-spouse-absent       Adm-clerical       Unmarried
## 5483          Never-married              Sales       Own-child
## 5484          Never-married      Other-service   Not-in-family
## 5485     Married-civ-spouse     Prof-specialty         Husband
## 5486               Divorced  Machine-op-inspct   Not-in-family
## 5487     Married-civ-spouse              Sales         Husband
## 5488     Married-civ-spouse     Prof-specialty         Husband
## 5489     Married-civ-spouse       Craft-repair         Husband
## 5490               Divorced    Exec-managerial   Not-in-family
## 5491     Married-civ-spouse              Sales         Husband
## 5492          Never-married    Protective-serv       Own-child
## 5493               Divorced                  ?   Not-in-family
## 5494          Never-married              Sales   Not-in-family
## 5495     Married-civ-spouse     Prof-specialty         Husband
## 5496          Never-married       Adm-clerical   Not-in-family
## 5497               Divorced  Machine-op-inspct   Not-in-family
## 5498     Married-civ-spouse       Adm-clerical         Husband
## 5499               Divorced      Other-service   Not-in-family
## 5500               Divorced       Craft-repair       Unmarried
## 5501     Married-civ-spouse              Sales         Husband
## 5502               Divorced     Prof-specialty  Other-relative
## 5503          Never-married       Adm-clerical   Not-in-family
## 5504          Never-married  Machine-op-inspct       Unmarried
## 5505          Never-married       Adm-clerical       Unmarried
## 5506     Married-civ-spouse       Craft-repair         Husband
## 5507          Never-married       Craft-repair       Own-child
## 5508     Married-civ-spouse       Craft-repair         Husband
## 5509          Never-married              Sales       Own-child
## 5510     Married-civ-spouse      Other-service         Husband
## 5511          Never-married      Other-service       Own-child
## 5512                Widowed  Machine-op-inspct   Not-in-family
## 5513          Never-married              Sales       Own-child
## 5514               Divorced              Sales   Not-in-family
## 5515          Never-married     Prof-specialty   Not-in-family
## 5516          Never-married       Adm-clerical       Own-child
## 5517     Married-civ-spouse       Craft-repair         Husband
## 5518     Married-civ-spouse  Machine-op-inspct         Husband
## 5519     Married-civ-spouse     Prof-specialty         Husband
## 5520          Never-married              Sales   Not-in-family
## 5521          Never-married      Other-service   Not-in-family
## 5522     Married-civ-spouse   Transport-moving         Husband
## 5523          Never-married       Craft-repair       Unmarried
## 5524     Married-civ-spouse       Adm-clerical            Wife
## 5525          Never-married       Craft-repair  Other-relative
## 5526          Never-married    Exec-managerial   Not-in-family
## 5527          Never-married                  ?       Own-child
## 5528              Separated      Other-service       Unmarried
## 5529               Divorced     Prof-specialty       Own-child
## 5530     Married-civ-spouse                  ?         Husband
## 5531     Married-civ-spouse     Prof-specialty            Wife
## 5532     Married-civ-spouse  Machine-op-inspct         Husband
## 5533               Divorced     Prof-specialty   Not-in-family
## 5534               Divorced              Sales       Unmarried
## 5535              Separated      Other-service       Unmarried
## 5536          Never-married      Other-service       Own-child
## 5537     Married-civ-spouse   Transport-moving         Husband
## 5538     Married-civ-spouse     Prof-specialty         Husband
## 5539     Married-civ-spouse     Prof-specialty         Husband
## 5540          Never-married    Exec-managerial   Not-in-family
## 5541     Married-civ-spouse  Handlers-cleaners         Husband
## 5542          Never-married  Machine-op-inspct   Not-in-family
## 5543     Married-civ-spouse    Exec-managerial            Wife
## 5544     Married-civ-spouse    Exec-managerial         Husband
## 5545               Divorced    Protective-serv   Not-in-family
## 5546          Never-married       Adm-clerical       Own-child
## 5547          Never-married      Other-service   Not-in-family
## 5548     Married-civ-spouse              Sales         Husband
## 5549              Separated                  ?   Not-in-family
## 5550     Married-civ-spouse     Prof-specialty         Husband
## 5551     Married-civ-spouse       Craft-repair         Husband
## 5552              Separated    Protective-serv   Not-in-family
## 5553     Married-civ-spouse              Sales         Husband
## 5554          Never-married              Sales       Own-child
## 5555     Married-civ-spouse       Craft-repair         Husband
## 5556     Married-civ-spouse    Exec-managerial         Husband
## 5557          Never-married              Sales       Own-child
## 5558              Separated      Other-service       Unmarried
## 5559     Married-civ-spouse              Sales         Husband
## 5560  Married-spouse-absent       Adm-clerical   Not-in-family
## 5561     Married-civ-spouse     Prof-specialty         Husband
## 5562                Widowed                  ?   Not-in-family
## 5563     Married-civ-spouse    Protective-serv         Husband
## 5564               Divorced       Craft-repair   Not-in-family
## 5565     Married-civ-spouse       Tech-support         Husband
## 5566          Never-married                  ?  Other-relative
## 5567     Married-civ-spouse              Sales         Husband
## 5568              Separated   Transport-moving   Not-in-family
## 5569     Married-civ-spouse       Craft-repair         Husband
## 5570          Never-married    Exec-managerial   Not-in-family
## 5571     Married-civ-spouse       Craft-repair         Husband
## 5572               Divorced       Adm-clerical  Other-relative
## 5573               Divorced              Sales   Not-in-family
## 5574     Married-civ-spouse   Transport-moving         Husband
## 5575          Never-married    Exec-managerial   Not-in-family
## 5576     Married-civ-spouse    Farming-fishing         Husband
## 5577          Never-married   Transport-moving   Not-in-family
## 5578     Married-civ-spouse  Machine-op-inspct         Husband
## 5579          Never-married    Priv-house-serv   Not-in-family
## 5580          Never-married  Machine-op-inspct   Not-in-family
## 5581     Married-civ-spouse       Tech-support         Husband
## 5582     Married-civ-spouse       Craft-repair         Husband
## 5583     Married-civ-spouse    Exec-managerial         Husband
## 5584          Never-married       Craft-repair       Own-child
## 5585     Married-civ-spouse    Exec-managerial         Husband
## 5586               Divorced       Adm-clerical       Unmarried
## 5587     Married-civ-spouse     Prof-specialty         Husband
## 5588     Married-civ-spouse  Handlers-cleaners         Husband
## 5589     Married-civ-spouse     Prof-specialty         Husband
## 5590     Married-civ-spouse    Exec-managerial         Husband
## 5591                Widowed                  ?   Not-in-family
## 5592          Never-married              Sales   Not-in-family
## 5593          Never-married              Sales  Other-relative
## 5594     Married-civ-spouse     Prof-specialty         Husband
## 5595          Never-married      Other-service  Other-relative
## 5596     Married-civ-spouse       Craft-repair         Husband
## 5597     Married-civ-spouse     Prof-specialty         Husband
## 5598          Never-married       Craft-repair  Other-relative
## 5599          Never-married  Handlers-cleaners       Own-child
## 5600          Never-married              Sales   Not-in-family
## 5601     Married-civ-spouse       Tech-support         Husband
## 5602     Married-civ-spouse    Exec-managerial         Husband
## 5603     Married-civ-spouse     Prof-specialty         Husband
## 5604          Never-married    Exec-managerial       Own-child
## 5605          Never-married      Other-service  Other-relative
## 5606              Separated     Prof-specialty       Unmarried
## 5607     Married-civ-spouse    Exec-managerial         Husband
## 5608          Never-married       Craft-repair   Not-in-family
## 5609               Divorced   Transport-moving       Unmarried
## 5610               Divorced              Sales       Unmarried
## 5611     Married-civ-spouse    Protective-serv         Husband
## 5612     Married-civ-spouse              Sales       Own-child
## 5613     Married-civ-spouse       Adm-clerical         Husband
## 5614          Never-married              Sales       Own-child
## 5615          Never-married       Craft-repair   Not-in-family
## 5616               Divorced    Farming-fishing   Not-in-family
## 5617          Never-married      Other-service       Own-child
## 5618          Never-married    Exec-managerial   Not-in-family
## 5619          Never-married    Exec-managerial   Not-in-family
## 5620     Married-civ-spouse      Other-service         Husband
## 5621     Married-civ-spouse   Transport-moving         Husband
## 5622          Never-married       Craft-repair       Own-child
## 5623               Divorced      Other-service       Unmarried
## 5624     Married-civ-spouse                  ?         Husband
## 5625     Married-civ-spouse       Adm-clerical            Wife
## 5626     Married-civ-spouse    Exec-managerial         Husband
## 5627  Married-spouse-absent      Other-service   Not-in-family
## 5628               Divorced       Adm-clerical       Unmarried
## 5629     Married-civ-spouse    Farming-fishing         Husband
## 5630     Married-civ-spouse       Craft-repair  Other-relative
## 5631              Separated              Sales   Not-in-family
## 5632     Married-civ-spouse      Other-service         Husband
## 5633     Married-civ-spouse                  ?            Wife
## 5634          Never-married       Adm-clerical       Own-child
## 5635     Married-civ-spouse    Exec-managerial         Husband
## 5636               Divorced     Prof-specialty       Unmarried
## 5637  Married-spouse-absent       Craft-repair   Not-in-family
## 5638          Never-married              Sales       Own-child
## 5639          Never-married       Craft-repair       Own-child
## 5640     Married-civ-spouse       Tech-support         Husband
## 5641     Married-civ-spouse      Other-service         Husband
## 5642     Married-civ-spouse   Transport-moving         Husband
## 5643     Married-civ-spouse              Sales         Husband
## 5644     Married-civ-spouse       Tech-support         Husband
## 5645               Divorced              Sales   Not-in-family
## 5646               Divorced      Other-service   Not-in-family
## 5647               Divorced   Transport-moving   Not-in-family
## 5648          Never-married       Adm-clerical   Not-in-family
## 5649               Divorced    Protective-serv   Not-in-family
## 5650     Married-civ-spouse     Prof-specialty         Husband
## 5651          Never-married  Machine-op-inspct       Own-child
## 5652          Never-married       Craft-repair   Not-in-family
## 5653     Married-civ-spouse                  ?         Husband
## 5654     Married-civ-spouse      Other-service         Husband
## 5655          Never-married       Tech-support   Not-in-family
## 5656          Never-married              Sales   Not-in-family
## 5657          Never-married      Other-service       Own-child
## 5658     Married-civ-spouse       Craft-repair         Husband
## 5659     Married-civ-spouse    Exec-managerial            Wife
## 5660          Never-married     Prof-specialty   Not-in-family
## 5661     Married-civ-spouse  Machine-op-inspct         Husband
## 5662          Never-married       Craft-repair       Own-child
## 5663     Married-civ-spouse    Exec-managerial            Wife
## 5664               Divorced       Craft-repair   Not-in-family
## 5665              Separated  Handlers-cleaners       Unmarried
## 5666               Divorced      Other-service   Not-in-family
## 5667     Married-civ-spouse   Transport-moving         Husband
## 5668          Never-married  Machine-op-inspct   Not-in-family
## 5669          Never-married     Prof-specialty   Not-in-family
## 5670     Married-civ-spouse       Craft-repair         Husband
## 5671          Never-married     Prof-specialty   Not-in-family
## 5672     Married-civ-spouse    Protective-serv         Husband
## 5673          Never-married              Sales   Not-in-family
## 5674     Married-civ-spouse       Adm-clerical         Husband
## 5675               Divorced       Adm-clerical       Own-child
## 5676               Divorced     Prof-specialty   Not-in-family
## 5677          Never-married      Other-service  Other-relative
## 5678          Never-married     Prof-specialty   Not-in-family
## 5679  Married-spouse-absent       Adm-clerical       Unmarried
## 5680     Married-civ-spouse                  ?         Husband
## 5681     Married-civ-spouse     Prof-specialty         Husband
## 5682     Married-civ-spouse              Sales         Husband
## 5683     Married-civ-spouse    Exec-managerial         Husband
## 5684               Divorced       Tech-support   Not-in-family
## 5685          Never-married       Craft-repair       Own-child
## 5686     Married-civ-spouse              Sales         Husband
## 5687                Widowed       Adm-clerical   Not-in-family
## 5688     Married-civ-spouse                  ?         Husband
## 5689     Married-civ-spouse       Adm-clerical            Wife
## 5690          Never-married      Other-service       Own-child
## 5691     Married-civ-spouse       Craft-repair         Husband
## 5692               Divorced    Exec-managerial   Not-in-family
## 5693          Never-married      Other-service       Own-child
## 5694              Separated       Adm-clerical       Unmarried
## 5695     Married-civ-spouse       Tech-support         Husband
## 5696               Divorced              Sales   Not-in-family
## 5697     Married-civ-spouse    Protective-serv         Husband
## 5698          Never-married       Adm-clerical       Unmarried
## 5699     Married-civ-spouse  Machine-op-inspct         Husband
## 5700          Never-married              Sales   Not-in-family
## 5701     Married-civ-spouse  Machine-op-inspct         Husband
## 5702     Married-civ-spouse       Craft-repair         Husband
## 5703     Married-civ-spouse       Craft-repair         Husband
## 5704     Married-civ-spouse     Prof-specialty         Husband
## 5705               Divorced      Other-service       Unmarried
## 5706     Married-civ-spouse    Exec-managerial         Husband
## 5707          Never-married       Craft-repair   Not-in-family
## 5708     Married-civ-spouse     Prof-specialty         Husband
## 5709     Married-civ-spouse     Prof-specialty         Husband
## 5710     Married-civ-spouse     Prof-specialty         Husband
## 5711     Married-civ-spouse       Adm-clerical         Husband
## 5712     Married-civ-spouse       Adm-clerical         Husband
## 5713     Married-civ-spouse       Craft-repair         Husband
## 5714          Never-married     Prof-specialty   Not-in-family
## 5715     Married-civ-spouse  Machine-op-inspct         Husband
## 5716          Never-married      Other-service       Own-child
## 5717          Never-married      Other-service   Not-in-family
## 5718     Married-civ-spouse              Sales         Husband
## 5719     Married-civ-spouse    Farming-fishing         Husband
## 5720               Divorced  Machine-op-inspct   Not-in-family
## 5721          Never-married                  ?       Own-child
## 5722               Divorced       Craft-repair       Unmarried
## 5723          Never-married              Sales       Own-child
## 5724          Never-married       Adm-clerical  Other-relative
## 5725          Never-married  Handlers-cleaners       Own-child
## 5726     Married-civ-spouse    Exec-managerial            Wife
## 5727              Separated  Machine-op-inspct       Own-child
## 5728               Divorced   Transport-moving   Not-in-family
## 5729     Married-civ-spouse    Protective-serv         Husband
## 5730               Divorced    Exec-managerial       Unmarried
## 5731          Never-married    Protective-serv   Not-in-family
## 5732     Married-civ-spouse    Exec-managerial       Own-child
## 5733          Never-married     Prof-specialty       Own-child
## 5734     Married-civ-spouse    Exec-managerial         Husband
## 5735     Married-civ-spouse       Craft-repair         Husband
## 5736          Never-married  Handlers-cleaners       Own-child
## 5737     Married-civ-spouse  Machine-op-inspct         Husband
## 5738     Married-civ-spouse  Machine-op-inspct         Husband
## 5739     Married-civ-spouse       Craft-repair         Husband
## 5740          Never-married    Priv-house-serv       Own-child
## 5741     Married-civ-spouse      Other-service         Husband
## 5742          Never-married  Machine-op-inspct       Own-child
## 5743              Separated       Adm-clerical       Unmarried
## 5744     Married-civ-spouse       Craft-repair         Husband
## 5745          Never-married     Prof-specialty   Not-in-family
## 5746     Married-civ-spouse   Transport-moving         Husband
## 5747          Never-married              Sales       Own-child
## 5748     Married-civ-spouse     Prof-specialty         Husband
## 5749     Married-civ-spouse    Exec-managerial         Husband
## 5750     Married-civ-spouse  Machine-op-inspct         Husband
## 5751               Divorced    Exec-managerial       Unmarried
## 5752     Married-civ-spouse  Machine-op-inspct         Husband
## 5753     Married-civ-spouse  Machine-op-inspct         Husband
## 5754     Married-civ-spouse                  ?            Wife
## 5755     Married-civ-spouse     Prof-specialty         Husband
## 5756     Married-civ-spouse  Handlers-cleaners         Husband
## 5757     Married-civ-spouse   Transport-moving         Husband
## 5758     Married-civ-spouse     Prof-specialty         Husband
## 5759          Never-married       Adm-clerical       Own-child
## 5760               Divorced       Tech-support  Other-relative
## 5761          Never-married     Prof-specialty   Not-in-family
## 5762     Married-civ-spouse    Exec-managerial         Husband
## 5763     Married-civ-spouse       Tech-support         Husband
## 5764          Never-married      Other-service       Own-child
## 5765     Married-civ-spouse     Prof-specialty         Husband
## 5766     Married-civ-spouse   Transport-moving            Wife
## 5767     Married-civ-spouse                  ?            Wife
## 5768     Married-civ-spouse       Craft-repair         Husband
## 5769          Never-married       Adm-clerical       Unmarried
## 5770     Married-civ-spouse   Transport-moving         Husband
## 5771          Never-married              Sales  Other-relative
## 5772     Married-civ-spouse       Tech-support         Husband
## 5773               Divorced      Other-service   Not-in-family
## 5774     Married-civ-spouse       Craft-repair         Husband
## 5775                Widowed       Adm-clerical   Not-in-family
## 5776               Divorced       Tech-support   Not-in-family
## 5777     Married-civ-spouse       Craft-repair         Husband
## 5778     Married-civ-spouse       Adm-clerical         Husband
## 5779          Never-married       Adm-clerical  Other-relative
## 5780          Never-married     Prof-specialty   Not-in-family
## 5781               Divorced              Sales   Not-in-family
## 5782          Never-married       Adm-clerical       Own-child
## 5783          Never-married       Tech-support   Not-in-family
## 5784          Never-married       Tech-support       Own-child
## 5785     Married-civ-spouse      Other-service            Wife
## 5786          Never-married    Exec-managerial       Own-child
## 5787     Married-civ-spouse       Craft-repair         Husband
## 5788               Divorced       Adm-clerical   Not-in-family
## 5789               Divorced                  ?       Own-child
## 5790               Divorced      Other-service       Unmarried
## 5791     Married-civ-spouse  Machine-op-inspct         Husband
## 5792     Married-civ-spouse       Craft-repair         Husband
## 5793     Married-civ-spouse    Exec-managerial         Husband
## 5794     Married-civ-spouse    Exec-managerial         Husband
## 5795     Married-civ-spouse    Protective-serv         Husband
## 5796     Married-civ-spouse   Transport-moving         Husband
## 5797     Married-civ-spouse       Adm-clerical         Husband
## 5798          Never-married       Adm-clerical       Own-child
## 5799     Married-civ-spouse    Exec-managerial         Husband
## 5800          Never-married       Craft-repair       Own-child
## 5801               Divorced      Other-service   Not-in-family
## 5802          Never-married       Craft-repair   Not-in-family
## 5803               Divorced     Prof-specialty       Unmarried
## 5804               Divorced                  ?       Own-child
## 5805          Never-married    Farming-fishing       Own-child
## 5806          Never-married       Tech-support   Not-in-family
## 5807     Married-civ-spouse   Transport-moving         Husband
## 5808          Never-married      Other-service       Own-child
## 5809     Married-civ-spouse                  ?         Husband
## 5810               Divorced              Sales       Unmarried
## 5811     Married-civ-spouse  Machine-op-inspct         Husband
## 5812     Married-civ-spouse    Exec-managerial            Wife
## 5813               Divorced   Transport-moving   Not-in-family
## 5814     Married-civ-spouse    Exec-managerial         Husband
## 5815              Separated       Craft-repair   Not-in-family
## 5816     Married-civ-spouse    Exec-managerial         Husband
## 5817     Married-civ-spouse              Sales         Husband
## 5818     Married-civ-spouse              Sales         Husband
## 5819          Never-married      Other-service   Not-in-family
## 5820                Widowed      Other-service       Unmarried
## 5821     Married-civ-spouse    Exec-managerial         Husband
## 5822     Married-civ-spouse  Machine-op-inspct         Husband
## 5823     Married-civ-spouse     Prof-specialty            Wife
## 5824     Married-civ-spouse  Machine-op-inspct         Husband
## 5825     Married-civ-spouse              Sales         Husband
## 5826               Divorced    Farming-fishing       Unmarried
## 5827          Never-married  Handlers-cleaners   Not-in-family
## 5828     Married-civ-spouse       Craft-repair         Husband
## 5829          Never-married              Sales       Own-child
## 5830          Never-married      Other-service       Own-child
## 5831                Widowed  Machine-op-inspct   Not-in-family
## 5832     Married-civ-spouse    Exec-managerial         Husband
## 5833                Widowed                  ?   Not-in-family
## 5834          Never-married    Exec-managerial       Own-child
## 5835     Married-civ-spouse      Other-service         Husband
## 5836               Divorced    Exec-managerial       Unmarried
## 5837     Married-civ-spouse     Prof-specialty         Husband
## 5838               Divorced    Exec-managerial   Not-in-family
## 5839          Never-married       Adm-clerical   Not-in-family
## 5840     Married-civ-spouse    Exec-managerial         Husband
## 5841          Never-married   Transport-moving   Not-in-family
## 5842  Married-spouse-absent     Prof-specialty  Other-relative
## 5843          Never-married    Priv-house-serv   Not-in-family
## 5844          Never-married      Other-service       Own-child
## 5845          Never-married  Handlers-cleaners       Own-child
## 5846     Married-civ-spouse   Transport-moving         Husband
## 5847          Never-married      Other-service  Other-relative
## 5848               Divorced       Craft-repair       Own-child
## 5849     Married-civ-spouse    Exec-managerial         Husband
## 5850          Never-married      Other-service       Own-child
## 5851          Never-married      Other-service       Own-child
## 5852          Never-married       Adm-clerical       Own-child
## 5853          Never-married  Machine-op-inspct       Own-child
## 5854              Separated                  ?       Unmarried
## 5855     Married-civ-spouse       Craft-repair         Husband
## 5856     Married-civ-spouse    Farming-fishing         Husband
## 5857     Married-civ-spouse       Craft-repair         Husband
## 5858     Married-civ-spouse       Craft-repair         Husband
## 5859          Never-married  Machine-op-inspct   Not-in-family
## 5860          Never-married       Adm-clerical       Own-child
## 5861     Married-civ-spouse  Handlers-cleaners         Husband
## 5862     Married-civ-spouse              Sales         Husband
## 5863     Married-civ-spouse              Sales         Husband
## 5864          Never-married     Prof-specialty   Not-in-family
## 5865               Divorced   Transport-moving   Not-in-family
## 5866          Never-married     Prof-specialty   Not-in-family
## 5867     Married-civ-spouse    Farming-fishing         Husband
## 5868     Married-civ-spouse       Craft-repair         Husband
## 5869              Separated              Sales       Own-child
## 5870     Married-civ-spouse  Machine-op-inspct         Husband
## 5871  Married-spouse-absent       Craft-repair   Not-in-family
## 5872     Married-civ-spouse     Prof-specialty         Husband
## 5873          Never-married      Other-service       Unmarried
## 5874     Married-civ-spouse  Machine-op-inspct         Husband
## 5875               Divorced       Craft-repair   Not-in-family
## 5876     Married-civ-spouse  Machine-op-inspct         Husband
## 5877          Never-married              Sales   Not-in-family
## 5878     Married-civ-spouse    Farming-fishing         Husband
## 5879          Never-married      Other-service   Not-in-family
## 5880          Never-married       Craft-repair       Own-child
## 5881     Married-civ-spouse   Transport-moving         Husband
## 5882     Married-civ-spouse  Machine-op-inspct         Husband
## 5883     Married-civ-spouse              Sales         Husband
## 5884          Never-married       Craft-repair   Not-in-family
## 5885               Divorced              Sales       Unmarried
## 5886     Married-civ-spouse       Craft-repair         Husband
## 5887     Married-civ-spouse       Craft-repair         Husband
## 5888          Never-married    Exec-managerial   Not-in-family
## 5889          Never-married       Adm-clerical  Other-relative
## 5890     Married-civ-spouse     Prof-specialty            Wife
## 5891          Never-married              Sales       Own-child
## 5892          Never-married      Other-service   Not-in-family
## 5893          Never-married       Adm-clerical       Own-child
## 5894          Never-married       Adm-clerical   Not-in-family
## 5895     Married-civ-spouse    Protective-serv         Husband
## 5896          Never-married       Adm-clerical  Other-relative
## 5897          Never-married       Adm-clerical       Own-child
## 5898          Never-married   Transport-moving       Own-child
## 5899     Married-civ-spouse       Adm-clerical         Husband
## 5900     Married-civ-spouse       Craft-repair  Other-relative
## 5901     Married-civ-spouse       Craft-repair         Husband
## 5902     Married-civ-spouse    Exec-managerial            Wife
## 5903     Married-civ-spouse              Sales         Husband
## 5904     Married-civ-spouse   Transport-moving            Wife
## 5905     Married-civ-spouse  Handlers-cleaners         Husband
## 5906     Married-civ-spouse       Craft-repair         Husband
## 5907     Married-civ-spouse      Other-service         Husband
## 5908          Never-married    Exec-managerial   Not-in-family
## 5909     Married-civ-spouse       Adm-clerical            Wife
## 5910               Divorced       Craft-repair       Unmarried
## 5911          Never-married  Machine-op-inspct       Own-child
## 5912          Never-married       Adm-clerical       Own-child
## 5913          Never-married    Exec-managerial   Not-in-family
## 5914          Never-married      Other-service       Own-child
## 5915     Married-civ-spouse       Adm-clerical            Wife
## 5916          Never-married    Exec-managerial   Not-in-family
## 5917     Married-civ-spouse                  ?         Husband
## 5918     Married-civ-spouse       Craft-repair         Husband
## 5919     Married-civ-spouse       Craft-repair         Husband
## 5920               Divorced  Machine-op-inspct   Not-in-family
## 5921              Separated      Other-service       Unmarried
## 5922              Separated                  ?       Unmarried
## 5923     Married-civ-spouse   Transport-moving         Husband
## 5924     Married-civ-spouse       Craft-repair         Husband
## 5925              Separated     Prof-specialty       Unmarried
## 5926     Married-civ-spouse       Tech-support         Husband
## 5927               Divorced     Prof-specialty   Not-in-family
## 5928          Never-married   Transport-moving       Own-child
## 5929          Never-married                  ?       Own-child
## 5930     Married-civ-spouse              Sales         Husband
## 5931     Married-civ-spouse              Sales         Husband
## 5932     Married-civ-spouse     Prof-specialty            Wife
## 5933          Never-married  Handlers-cleaners       Own-child
## 5934     Married-civ-spouse       Craft-repair         Husband
## 5935               Divorced       Adm-clerical       Unmarried
## 5936          Never-married       Adm-clerical   Not-in-family
## 5937  Married-spouse-absent       Adm-clerical   Not-in-family
## 5938                Widowed              Sales   Not-in-family
## 5939          Never-married       Craft-repair       Own-child
## 5940     Married-civ-spouse              Sales         Husband
## 5941               Divorced       Craft-repair   Not-in-family
## 5942     Married-civ-spouse      Other-service            Wife
## 5943          Never-married  Handlers-cleaners   Not-in-family
## 5944     Married-civ-spouse     Prof-specialty         Husband
## 5945          Never-married     Prof-specialty   Not-in-family
## 5946          Never-married              Sales       Own-child
## 5947     Married-civ-spouse       Craft-repair         Husband
## 5948     Married-civ-spouse    Exec-managerial         Husband
## 5949     Married-civ-spouse     Prof-specialty            Wife
## 5950          Never-married       Tech-support       Own-child
## 5951               Divorced              Sales       Unmarried
## 5952          Never-married     Prof-specialty   Not-in-family
## 5953          Never-married     Prof-specialty   Not-in-family
## 5954          Never-married       Adm-clerical       Unmarried
## 5955          Never-married       Adm-clerical   Not-in-family
## 5956     Married-civ-spouse  Machine-op-inspct            Wife
## 5957     Married-civ-spouse       Craft-repair         Husband
## 5958     Married-civ-spouse       Craft-repair         Husband
## 5959     Married-civ-spouse  Machine-op-inspct         Husband
## 5960     Married-civ-spouse      Other-service            Wife
## 5961          Never-married       Adm-clerical       Own-child
## 5962     Married-civ-spouse       Craft-repair            Wife
## 5963              Separated    Exec-managerial       Own-child
## 5964          Never-married    Priv-house-serv       Unmarried
## 5965              Separated    Exec-managerial   Not-in-family
## 5966     Married-civ-spouse    Exec-managerial         Husband
## 5967               Divorced       Craft-repair  Other-relative
## 5968          Never-married   Transport-moving       Own-child
## 5969     Married-civ-spouse     Prof-specialty         Husband
## 5970          Never-married  Machine-op-inspct  Other-relative
## 5971          Never-married     Prof-specialty   Not-in-family
## 5972     Married-civ-spouse  Machine-op-inspct         Husband
## 5973     Married-civ-spouse       Craft-repair         Husband
## 5974               Divorced      Other-service   Not-in-family
## 5975     Married-civ-spouse  Machine-op-inspct         Husband
## 5976     Married-civ-spouse    Farming-fishing         Husband
## 5977     Married-civ-spouse    Exec-managerial         Husband
## 5978     Married-civ-spouse                  ?         Husband
## 5979          Never-married    Farming-fishing   Not-in-family
## 5980          Never-married   Transport-moving   Not-in-family
## 5981     Married-civ-spouse    Exec-managerial         Husband
## 5982               Divorced   Transport-moving       Own-child
## 5983          Never-married   Transport-moving       Own-child
## 5984          Never-married                  ?       Own-child
## 5985          Never-married     Prof-specialty   Not-in-family
## 5986     Married-civ-spouse    Exec-managerial         Husband
## 5987                Widowed      Other-service   Not-in-family
## 5988               Divorced       Craft-repair       Unmarried
## 5989               Divorced  Machine-op-inspct   Not-in-family
## 5990     Married-civ-spouse       Craft-repair         Husband
## 5991          Never-married              Sales       Own-child
## 5992               Divorced      Other-service       Own-child
## 5993          Never-married  Handlers-cleaners       Unmarried
## 5994               Divorced      Other-service   Not-in-family
## 5995     Married-civ-spouse  Machine-op-inspct         Husband
## 5996          Never-married       Tech-support       Own-child
## 5997          Never-married   Transport-moving       Own-child
## 5998     Married-civ-spouse       Craft-repair         Husband
## 5999               Divorced       Craft-repair   Not-in-family
## 6000          Never-married       Craft-repair  Other-relative
## 6001     Married-civ-spouse    Exec-managerial         Husband
## 6002               Divorced       Adm-clerical       Unmarried
## 6003     Married-civ-spouse     Prof-specialty            Wife
## 6004     Married-civ-spouse  Machine-op-inspct         Husband
## 6005     Married-civ-spouse              Sales         Husband
## 6006     Married-civ-spouse    Exec-managerial         Husband
## 6007     Married-civ-spouse    Farming-fishing         Husband
## 6008               Divorced    Exec-managerial       Unmarried
## 6009     Married-civ-spouse       Tech-support         Husband
## 6010          Never-married  Machine-op-inspct   Not-in-family
## 6011     Married-civ-spouse              Sales            Wife
## 6012     Married-civ-spouse    Exec-managerial         Husband
## 6013          Never-married     Prof-specialty   Not-in-family
## 6014               Divorced              Sales   Not-in-family
## 6015          Never-married  Handlers-cleaners       Own-child
## 6016                Widowed                  ?   Not-in-family
## 6017     Married-civ-spouse              Sales         Husband
## 6018     Married-civ-spouse              Sales         Husband
## 6019          Never-married       Tech-support       Own-child
## 6020     Married-civ-spouse              Sales         Husband
## 6021               Divorced    Exec-managerial       Own-child
## 6022                Widowed      Other-service   Not-in-family
## 6023     Married-civ-spouse   Transport-moving         Husband
## 6024     Married-civ-spouse  Handlers-cleaners         Husband
## 6025     Married-civ-spouse    Exec-managerial         Husband
## 6026     Married-civ-spouse     Prof-specialty         Husband
## 6027     Married-civ-spouse       Craft-repair         Husband
## 6028     Married-civ-spouse    Farming-fishing         Husband
## 6029          Never-married      Other-service   Not-in-family
## 6030  Married-spouse-absent     Prof-specialty   Not-in-family
## 6031     Married-civ-spouse              Sales         Husband
## 6032              Separated              Sales   Not-in-family
## 6033          Never-married       Adm-clerical   Not-in-family
## 6034     Married-civ-spouse       Adm-clerical         Husband
## 6035          Never-married       Adm-clerical       Own-child
## 6036          Never-married    Exec-managerial   Not-in-family
## 6037     Married-civ-spouse   Transport-moving         Husband
## 6038     Married-civ-spouse   Transport-moving         Husband
## 6039     Married-civ-spouse      Other-service         Husband
## 6040                Widowed                  ?   Not-in-family
## 6041     Married-civ-spouse       Tech-support         Husband
## 6042          Never-married      Other-service   Not-in-family
## 6043     Married-civ-spouse              Sales         Husband
## 6044          Never-married      Other-service       Own-child
## 6045          Never-married       Adm-clerical  Other-relative
## 6046     Married-civ-spouse       Craft-repair         Husband
## 6047     Married-civ-spouse       Adm-clerical            Wife
## 6048          Never-married              Sales       Unmarried
## 6049          Never-married       Adm-clerical   Not-in-family
## 6050     Married-civ-spouse   Transport-moving         Husband
## 6051     Married-civ-spouse       Craft-repair         Husband
## 6052               Divorced                  ?   Not-in-family
## 6053               Divorced      Other-service       Unmarried
## 6054          Never-married       Adm-clerical   Not-in-family
## 6055               Divorced  Machine-op-inspct   Not-in-family
## 6056               Divorced    Exec-managerial   Not-in-family
## 6057               Divorced              Sales   Not-in-family
## 6058  Married-spouse-absent    Farming-fishing       Unmarried
## 6059               Divorced       Craft-repair   Not-in-family
## 6060               Divorced                  ?       Unmarried
## 6061               Divorced       Adm-clerical       Unmarried
## 6062     Married-civ-spouse              Sales         Husband
## 6063     Married-civ-spouse     Prof-specialty         Husband
## 6064          Never-married     Prof-specialty       Own-child
## 6065     Married-civ-spouse    Exec-managerial         Husband
## 6066     Married-civ-spouse    Exec-managerial         Husband
## 6067     Married-civ-spouse     Prof-specialty         Husband
## 6068     Married-civ-spouse  Machine-op-inspct         Husband
## 6069          Never-married    Exec-managerial       Own-child
## 6070          Never-married   Transport-moving   Not-in-family
## 6071     Married-civ-spouse    Farming-fishing         Husband
## 6072     Married-civ-spouse       Craft-repair         Husband
## 6073               Divorced       Adm-clerical   Not-in-family
## 6074     Married-civ-spouse   Transport-moving         Husband
## 6075                Widowed       Adm-clerical       Unmarried
## 6076     Married-civ-spouse       Craft-repair         Husband
## 6077          Never-married     Prof-specialty   Not-in-family
## 6078          Never-married     Prof-specialty   Not-in-family
## 6079               Divorced       Craft-repair   Not-in-family
## 6080          Never-married      Other-service   Not-in-family
## 6081     Married-civ-spouse    Exec-managerial         Husband
## 6082          Never-married  Machine-op-inspct   Not-in-family
## 6083     Married-civ-spouse     Prof-specialty            Wife
## 6084          Never-married       Adm-clerical       Own-child
## 6085     Married-civ-spouse   Transport-moving         Husband
## 6086     Married-civ-spouse   Transport-moving         Husband
## 6087     Married-civ-spouse   Transport-moving         Husband
## 6088          Never-married       Adm-clerical       Own-child
## 6089          Never-married              Sales       Own-child
## 6090     Married-civ-spouse       Adm-clerical         Husband
## 6091               Divorced      Other-service       Unmarried
## 6092     Married-civ-spouse       Craft-repair         Husband
## 6093     Married-civ-spouse       Tech-support            Wife
## 6094          Never-married              Sales   Not-in-family
## 6095               Divorced      Other-service       Unmarried
## 6096               Divorced      Other-service       Unmarried
## 6097              Separated  Machine-op-inspct   Not-in-family
## 6098     Married-civ-spouse       Craft-repair         Husband
## 6099               Divorced       Adm-clerical       Unmarried
## 6100     Married-civ-spouse  Handlers-cleaners         Husband
## 6101     Married-civ-spouse       Craft-repair         Husband
## 6102     Married-civ-spouse     Prof-specialty         Husband
## 6103          Never-married    Farming-fishing       Own-child
## 6104     Married-civ-spouse       Craft-repair         Husband
## 6105                Widowed      Other-service       Unmarried
## 6106     Married-civ-spouse    Exec-managerial         Husband
## 6107          Never-married      Other-service       Unmarried
## 6108          Never-married      Other-service       Own-child
## 6109          Never-married       Craft-repair   Not-in-family
## 6110     Married-civ-spouse  Machine-op-inspct         Husband
## 6111          Never-married       Adm-clerical   Not-in-family
## 6112     Married-civ-spouse    Exec-managerial         Husband
## 6113     Married-civ-spouse       Craft-repair         Husband
## 6114          Never-married     Prof-specialty   Not-in-family
## 6115     Married-civ-spouse       Adm-clerical         Husband
## 6116     Married-civ-spouse    Protective-serv         Husband
## 6117     Married-civ-spouse    Exec-managerial         Husband
## 6118     Married-civ-spouse  Machine-op-inspct         Husband
## 6119          Never-married   Transport-moving   Not-in-family
## 6120     Married-civ-spouse   Transport-moving  Other-relative
## 6121  Married-spouse-absent    Exec-managerial   Not-in-family
## 6122     Married-civ-spouse     Prof-specialty         Husband
## 6123          Never-married              Sales       Own-child
## 6124                Widowed      Other-service       Unmarried
## 6125     Married-civ-spouse       Craft-repair         Husband
## 6126          Never-married       Tech-support   Not-in-family
## 6127               Divorced      Other-service   Not-in-family
## 6128               Divorced       Adm-clerical       Unmarried
## 6129          Never-married    Exec-managerial       Own-child
## 6130     Married-civ-spouse     Prof-specialty         Husband
## 6131               Divorced     Prof-specialty   Not-in-family
## 6132     Married-civ-spouse                  ?            Wife
## 6133     Married-civ-spouse    Farming-fishing         Husband
## 6134               Divorced       Tech-support   Not-in-family
## 6135     Married-civ-spouse       Adm-clerical         Husband
## 6136     Married-civ-spouse    Exec-managerial         Husband
## 6137     Married-civ-spouse       Adm-clerical         Husband
## 6138     Married-civ-spouse              Sales         Husband
## 6139          Never-married      Other-service   Not-in-family
## 6140     Married-civ-spouse       Craft-repair         Husband
## 6141          Never-married      Other-service   Not-in-family
## 6142     Married-civ-spouse   Transport-moving         Husband
## 6143     Married-civ-spouse      Other-service         Husband
## 6144     Married-civ-spouse     Prof-specialty            Wife
## 6145               Divorced       Adm-clerical       Unmarried
## 6146     Married-civ-spouse       Craft-repair         Husband
## 6147               Divorced    Exec-managerial   Not-in-family
## 6148     Married-civ-spouse    Exec-managerial         Husband
## 6149          Never-married      Other-service       Own-child
## 6150     Married-civ-spouse    Exec-managerial         Husband
## 6151     Married-civ-spouse    Exec-managerial            Wife
## 6152     Married-civ-spouse       Craft-repair         Husband
## 6153              Separated      Other-service       Unmarried
## 6154          Never-married    Exec-managerial   Not-in-family
## 6155          Never-married              Sales   Not-in-family
## 6156          Never-married   Transport-moving   Not-in-family
## 6157          Never-married      Other-service       Own-child
## 6158               Divorced       Craft-repair   Not-in-family
## 6159          Never-married              Sales   Not-in-family
## 6160          Never-married      Other-service   Not-in-family
## 6161          Never-married     Prof-specialty   Not-in-family
## 6162  Married-spouse-absent              Sales   Not-in-family
## 6163              Separated    Exec-managerial       Unmarried
## 6164          Never-married              Sales       Own-child
## 6165     Married-civ-spouse       Craft-repair         Husband
## 6166     Married-civ-spouse   Transport-moving         Husband
## 6167          Never-married       Adm-clerical       Own-child
## 6168               Divorced    Protective-serv   Not-in-family
## 6169          Never-married       Adm-clerical       Own-child
## 6170                Widowed    Exec-managerial   Not-in-family
## 6171     Married-civ-spouse    Exec-managerial         Husband
## 6172     Married-civ-spouse  Handlers-cleaners         Husband
## 6173               Divorced      Other-service   Not-in-family
## 6174     Married-civ-spouse     Prof-specialty         Husband
## 6175          Never-married       Adm-clerical       Own-child
## 6176          Never-married       Craft-repair       Unmarried
## 6177     Married-civ-spouse              Sales         Husband
## 6178     Married-civ-spouse              Sales         Husband
## 6179     Married-civ-spouse                  ?         Husband
## 6180     Married-civ-spouse       Craft-repair         Husband
## 6181     Married-civ-spouse    Farming-fishing         Husband
## 6182     Married-civ-spouse     Prof-specialty         Husband
## 6183          Never-married    Exec-managerial   Not-in-family
## 6184              Separated      Other-service       Unmarried
## 6185     Married-civ-spouse    Protective-serv         Husband
## 6186          Never-married       Adm-clerical   Not-in-family
## 6187     Married-civ-spouse      Other-service            Wife
## 6188          Never-married  Handlers-cleaners       Unmarried
## 6189     Married-civ-spouse       Adm-clerical            Wife
## 6190     Married-civ-spouse    Protective-serv         Husband
## 6191          Never-married      Other-service       Own-child
## 6192     Married-civ-spouse     Prof-specialty            Wife
## 6193     Married-civ-spouse       Adm-clerical            Wife
## 6194              Separated    Exec-managerial       Unmarried
## 6195          Never-married              Sales       Own-child
## 6196     Married-civ-spouse       Adm-clerical         Husband
## 6197     Married-civ-spouse       Tech-support         Husband
## 6198     Married-civ-spouse    Exec-managerial            Wife
## 6199               Divorced      Other-service   Not-in-family
## 6200               Divorced    Exec-managerial   Not-in-family
## 6201     Married-civ-spouse     Prof-specialty         Husband
## 6202          Never-married              Sales   Not-in-family
## 6203     Married-civ-spouse       Craft-repair         Husband
## 6204              Separated     Prof-specialty       Unmarried
## 6205     Married-civ-spouse       Craft-repair         Husband
## 6206     Married-civ-spouse    Exec-managerial         Husband
## 6207     Married-civ-spouse      Other-service         Husband
## 6208     Married-civ-spouse       Craft-repair         Husband
## 6209          Never-married    Exec-managerial   Not-in-family
## 6210               Divorced    Protective-serv       Unmarried
## 6211          Never-married       Craft-repair   Not-in-family
## 6212          Never-married       Adm-clerical   Not-in-family
## 6213     Married-civ-spouse       Tech-support         Husband
## 6214     Married-civ-spouse    Farming-fishing         Husband
## 6215     Married-civ-spouse    Farming-fishing         Husband
## 6216          Never-married              Sales       Own-child
## 6217     Married-civ-spouse     Prof-specialty         Husband
## 6218     Married-civ-spouse    Exec-managerial         Husband
## 6219          Never-married       Craft-repair   Not-in-family
## 6220     Married-civ-spouse       Adm-clerical         Husband
## 6221     Married-civ-spouse    Exec-managerial         Husband
## 6222          Never-married       Adm-clerical   Not-in-family
## 6223               Divorced              Sales   Not-in-family
## 6224          Never-married       Adm-clerical       Own-child
## 6225     Married-civ-spouse     Prof-specialty            Wife
## 6226     Married-civ-spouse       Adm-clerical            Wife
## 6227          Never-married     Prof-specialty   Not-in-family
## 6228     Married-civ-spouse    Exec-managerial         Husband
## 6229               Divorced    Exec-managerial   Not-in-family
## 6230          Never-married       Adm-clerical   Not-in-family
## 6231     Married-civ-spouse  Handlers-cleaners         Husband
## 6232     Married-civ-spouse                  ?         Husband
## 6233     Married-civ-spouse     Prof-specialty         Husband
## 6234     Married-civ-spouse     Prof-specialty         Husband
## 6235     Married-civ-spouse       Craft-repair         Husband
## 6236               Divorced       Adm-clerical   Not-in-family
## 6237     Married-civ-spouse    Exec-managerial         Husband
## 6238     Married-civ-spouse    Farming-fishing         Husband
## 6239          Never-married  Handlers-cleaners   Not-in-family
## 6240              Separated       Adm-clerical  Other-relative
## 6241     Married-civ-spouse              Sales         Husband
## 6242  Married-spouse-absent     Prof-specialty       Own-child
## 6243          Never-married     Prof-specialty   Not-in-family
## 6244          Never-married     Prof-specialty   Not-in-family
## 6245          Never-married      Other-service       Own-child
## 6246     Married-civ-spouse       Craft-repair         Husband
## 6247          Never-married       Craft-repair       Own-child
## 6248          Never-married              Sales       Own-child
## 6249     Married-civ-spouse    Exec-managerial         Husband
## 6250          Never-married       Adm-clerical       Own-child
## 6251     Married-civ-spouse       Craft-repair         Husband
## 6252          Never-married              Sales       Own-child
## 6253          Never-married              Sales       Own-child
## 6254                Widowed              Sales       Unmarried
## 6255          Never-married       Adm-clerical   Not-in-family
## 6256     Married-civ-spouse       Craft-repair         Husband
## 6257     Married-civ-spouse    Exec-managerial         Husband
## 6258          Never-married      Other-service       Own-child
## 6259          Never-married     Prof-specialty   Not-in-family
## 6260              Separated    Protective-serv   Not-in-family
## 6261               Divorced       Craft-repair  Other-relative
## 6262              Separated       Adm-clerical       Unmarried
## 6263          Never-married  Handlers-cleaners       Own-child
## 6264     Married-civ-spouse     Prof-specialty         Husband
## 6265     Married-civ-spouse       Craft-repair         Husband
## 6266     Married-civ-spouse    Farming-fishing         Husband
## 6267     Married-civ-spouse       Craft-repair         Husband
## 6268          Never-married      Other-service       Own-child
## 6269          Never-married      Other-service       Own-child
## 6270     Married-civ-spouse     Prof-specialty  Other-relative
## 6271     Married-civ-spouse       Craft-repair         Husband
## 6272          Never-married       Adm-clerical       Unmarried
## 6273               Divorced              Sales       Own-child
## 6274          Never-married       Adm-clerical       Own-child
## 6275     Married-civ-spouse       Craft-repair         Husband
## 6276     Married-civ-spouse              Sales         Husband
## 6277          Never-married    Protective-serv       Own-child
## 6278               Divorced    Protective-serv   Not-in-family
## 6279     Married-civ-spouse       Craft-repair         Husband
## 6280     Married-civ-spouse     Prof-specialty         Husband
## 6281               Divorced       Craft-repair   Not-in-family
## 6282     Married-civ-spouse    Exec-managerial         Husband
## 6283     Married-civ-spouse   Transport-moving         Husband
## 6284          Never-married              Sales       Own-child
## 6285          Never-married                  ?   Not-in-family
## 6286          Never-married                  ?       Own-child
## 6287               Divorced       Adm-clerical   Not-in-family
## 6288          Never-married       Adm-clerical   Not-in-family
## 6289          Never-married    Exec-managerial   Not-in-family
## 6290     Married-civ-spouse              Sales         Husband
## 6291          Never-married              Sales   Not-in-family
## 6292     Married-civ-spouse       Adm-clerical         Husband
## 6293          Never-married              Sales       Own-child
## 6294          Never-married       Adm-clerical   Not-in-family
## 6295          Never-married      Other-service       Unmarried
## 6296     Married-civ-spouse    Exec-managerial            Wife
## 6297          Never-married     Prof-specialty   Not-in-family
## 6298              Separated      Other-service       Unmarried
## 6299               Divorced      Other-service   Not-in-family
## 6300     Married-civ-spouse     Prof-specialty         Husband
## 6301          Never-married       Craft-repair   Not-in-family
## 6302     Married-civ-spouse       Craft-repair         Husband
## 6303     Married-civ-spouse  Machine-op-inspct         Husband
## 6304     Married-civ-spouse              Sales         Husband
## 6305     Married-civ-spouse     Prof-specialty         Husband
## 6306          Never-married       Adm-clerical       Own-child
## 6307     Married-civ-spouse   Transport-moving         Husband
## 6308     Married-civ-spouse              Sales         Husband
## 6309          Never-married    Exec-managerial   Not-in-family
## 6310               Divorced              Sales   Not-in-family
## 6311     Married-civ-spouse       Tech-support            Wife
## 6312     Married-civ-spouse       Craft-repair         Husband
## 6313          Never-married              Sales       Own-child
## 6314               Divorced    Exec-managerial   Not-in-family
## 6315     Married-civ-spouse                  ?         Husband
## 6316              Separated    Exec-managerial       Unmarried
## 6317          Never-married      Other-service       Own-child
## 6318               Divorced       Adm-clerical       Unmarried
## 6319     Married-civ-spouse     Prof-specialty         Husband
## 6320  Married-spouse-absent      Other-service   Not-in-family
## 6321     Married-civ-spouse    Exec-managerial         Husband
## 6322          Never-married              Sales       Own-child
## 6323     Married-civ-spouse    Farming-fishing         Husband
## 6324          Never-married       Tech-support       Own-child
## 6325     Married-civ-spouse              Sales         Husband
## 6326     Married-civ-spouse     Prof-specialty         Husband
## 6327               Divorced      Other-service       Unmarried
## 6328          Never-married       Adm-clerical   Not-in-family
## 6329          Never-married       Adm-clerical       Own-child
## 6330          Never-married       Adm-clerical   Not-in-family
## 6331     Married-civ-spouse       Craft-repair         Husband
## 6332     Married-civ-spouse    Exec-managerial            Wife
## 6333     Married-civ-spouse     Prof-specialty         Husband
## 6334               Divorced       Adm-clerical       Unmarried
## 6335               Divorced     Prof-specialty   Not-in-family
## 6336     Married-civ-spouse              Sales            Wife
## 6337               Divorced     Prof-specialty       Unmarried
## 6338     Married-civ-spouse   Transport-moving         Husband
## 6339          Never-married    Protective-serv       Own-child
## 6340     Married-civ-spouse       Tech-support            Wife
## 6341               Divorced    Exec-managerial       Own-child
## 6342          Never-married              Sales   Not-in-family
## 6343     Married-civ-spouse                  ?         Husband
## 6344     Married-civ-spouse    Exec-managerial         Husband
## 6345     Married-civ-spouse       Adm-clerical         Husband
## 6346               Divorced       Craft-repair       Unmarried
## 6347          Never-married    Exec-managerial       Own-child
## 6348          Never-married              Sales   Not-in-family
## 6349          Never-married              Sales  Other-relative
## 6350     Married-civ-spouse     Prof-specialty         Husband
## 6351               Divorced       Adm-clerical       Unmarried
## 6352          Never-married                  ?       Unmarried
## 6353     Married-civ-spouse       Craft-repair         Husband
## 6354     Married-civ-spouse   Transport-moving         Husband
## 6355     Married-civ-spouse       Adm-clerical            Wife
## 6356     Married-civ-spouse              Sales         Husband
## 6357          Never-married              Sales   Not-in-family
## 6358               Divorced       Craft-repair   Not-in-family
## 6359          Never-married       Adm-clerical   Not-in-family
## 6360     Married-civ-spouse     Prof-specialty         Husband
## 6361          Never-married    Priv-house-serv   Not-in-family
## 6362               Divorced    Exec-managerial   Not-in-family
## 6363     Married-civ-spouse  Machine-op-inspct         Husband
## 6364     Married-civ-spouse    Farming-fishing         Husband
## 6365          Never-married    Exec-managerial       Unmarried
## 6366     Married-civ-spouse       Adm-clerical         Husband
## 6367          Never-married  Machine-op-inspct   Not-in-family
## 6368          Never-married       Adm-clerical       Unmarried
## 6369          Never-married  Handlers-cleaners       Own-child
## 6370     Married-civ-spouse   Transport-moving         Husband
## 6371          Never-married       Adm-clerical       Unmarried
## 6372     Married-civ-spouse       Craft-repair         Husband
## 6373          Never-married    Exec-managerial   Not-in-family
## 6374     Married-civ-spouse    Farming-fishing         Husband
## 6375          Never-married    Exec-managerial   Not-in-family
## 6376     Married-civ-spouse    Farming-fishing         Husband
## 6377          Never-married     Prof-specialty       Own-child
## 6378     Married-civ-spouse   Transport-moving         Husband
## 6379     Married-civ-spouse     Prof-specialty         Husband
## 6380               Divorced       Adm-clerical   Not-in-family
## 6381          Never-married   Transport-moving   Not-in-family
## 6382     Married-civ-spouse      Other-service         Husband
## 6383     Married-civ-spouse    Exec-managerial         Husband
## 6384     Married-civ-spouse    Exec-managerial         Husband
## 6385     Married-civ-spouse     Prof-specialty         Husband
## 6386               Divorced    Exec-managerial       Unmarried
## 6387          Never-married      Other-service       Own-child
## 6388     Married-civ-spouse     Prof-specialty         Husband
## 6389          Never-married       Craft-repair   Not-in-family
## 6390          Never-married  Handlers-cleaners       Own-child
## 6391     Married-civ-spouse    Farming-fishing         Husband
## 6392     Married-civ-spouse     Prof-specialty            Wife
## 6393              Separated     Prof-specialty   Not-in-family
## 6394              Separated    Priv-house-serv       Unmarried
## 6395          Never-married       Adm-clerical       Own-child
## 6396          Never-married       Tech-support       Own-child
## 6397          Never-married  Handlers-cleaners       Own-child
## 6398     Married-civ-spouse    Exec-managerial         Husband
## 6399          Never-married      Other-service   Not-in-family
## 6400          Never-married   Transport-moving       Own-child
## 6401          Never-married       Tech-support       Own-child
## 6402               Divorced       Adm-clerical       Unmarried
## 6403          Never-married     Prof-specialty   Not-in-family
## 6404          Never-married     Prof-specialty   Not-in-family
## 6405          Never-married    Farming-fishing       Own-child
## 6406               Divorced      Other-service   Not-in-family
## 6407     Married-civ-spouse              Sales         Husband
## 6408               Divorced                  ?       Own-child
## 6409          Never-married              Sales   Not-in-family
## 6410          Never-married    Exec-managerial       Own-child
## 6411          Never-married      Other-service       Own-child
## 6412     Married-civ-spouse       Craft-repair         Husband
## 6413          Never-married  Handlers-cleaners       Own-child
## 6414     Married-civ-spouse       Craft-repair         Husband
## 6415     Married-civ-spouse     Prof-specialty         Husband
## 6416     Married-civ-spouse    Exec-managerial         Husband
## 6417                Widowed       Adm-clerical   Not-in-family
## 6418               Divorced    Farming-fishing   Not-in-family
## 6419     Married-civ-spouse  Handlers-cleaners         Husband
## 6420     Married-civ-spouse    Exec-managerial            Wife
## 6421          Never-married              Sales   Not-in-family
## 6422     Married-civ-spouse     Prof-specialty         Husband
## 6423              Separated       Adm-clerical   Not-in-family
## 6424     Married-civ-spouse      Other-service            Wife
## 6425     Married-civ-spouse              Sales            Wife
## 6426     Married-civ-spouse       Craft-repair         Husband
## 6427     Married-civ-spouse              Sales         Husband
## 6428          Never-married      Other-service   Not-in-family
## 6429          Never-married      Other-service       Own-child
## 6430     Married-civ-spouse    Exec-managerial         Husband
## 6431          Never-married     Prof-specialty   Not-in-family
## 6432          Never-married       Craft-repair  Other-relative
## 6433     Married-civ-spouse                  ?         Husband
## 6434     Married-civ-spouse    Farming-fishing  Other-relative
## 6435               Divorced       Craft-repair       Unmarried
## 6436                Widowed  Machine-op-inspct       Unmarried
## 6437          Never-married              Sales  Other-relative
## 6438          Never-married      Other-service       Own-child
## 6439     Married-civ-spouse              Sales         Husband
## 6440                Widowed      Other-service   Not-in-family
## 6441          Never-married       Craft-repair       Own-child
## 6442          Never-married     Prof-specialty       Own-child
## 6443     Married-civ-spouse    Exec-managerial            Wife
## 6444          Never-married    Exec-managerial       Own-child
## 6445               Divorced       Adm-clerical   Not-in-family
## 6446          Never-married  Machine-op-inspct       Own-child
## 6447          Never-married      Other-service   Not-in-family
## 6448     Married-civ-spouse    Exec-managerial         Husband
## 6449          Never-married                  ?       Own-child
## 6450               Divorced       Adm-clerical   Not-in-family
## 6451          Never-married      Other-service       Own-child
## 6452     Married-civ-spouse       Craft-repair         Husband
## 6453          Never-married  Machine-op-inspct   Not-in-family
## 6454          Never-married    Exec-managerial   Not-in-family
## 6455     Married-civ-spouse  Handlers-cleaners         Husband
## 6456     Married-civ-spouse     Prof-specialty         Husband
## 6457          Never-married      Other-service   Not-in-family
## 6458     Married-civ-spouse   Transport-moving         Husband
## 6459               Divorced              Sales       Unmarried
## 6460          Never-married              Sales  Other-relative
## 6461  Married-spouse-absent       Adm-clerical       Unmarried
## 6462                Widowed       Adm-clerical   Not-in-family
## 6463          Never-married       Adm-clerical   Not-in-family
## 6464     Married-civ-spouse              Sales         Husband
## 6465          Never-married    Exec-managerial   Not-in-family
## 6466     Married-civ-spouse     Prof-specialty         Husband
## 6467     Married-civ-spouse       Craft-repair         Husband
## 6468     Married-civ-spouse   Transport-moving         Husband
## 6469     Married-civ-spouse    Exec-managerial         Husband
## 6470               Divorced       Adm-clerical  Other-relative
## 6471          Never-married       Adm-clerical   Not-in-family
## 6472               Divorced       Adm-clerical       Own-child
## 6473     Married-civ-spouse       Craft-repair         Husband
## 6474     Married-civ-spouse              Sales         Husband
## 6475              Separated     Prof-specialty       Unmarried
## 6476          Never-married     Prof-specialty   Not-in-family
## 6477          Never-married     Prof-specialty   Not-in-family
## 6478     Married-civ-spouse   Transport-moving         Husband
## 6479     Married-civ-spouse    Exec-managerial         Husband
## 6480               Divorced     Prof-specialty   Not-in-family
## 6481          Never-married              Sales       Own-child
## 6482          Never-married     Prof-specialty   Not-in-family
## 6483     Married-civ-spouse     Prof-specialty         Husband
## 6484     Married-civ-spouse    Exec-managerial         Husband
## 6485     Married-civ-spouse     Prof-specialty         Husband
## 6486     Married-civ-spouse              Sales         Husband
## 6487     Married-civ-spouse     Prof-specialty         Husband
## 6488     Married-civ-spouse     Prof-specialty         Husband
## 6489     Married-civ-spouse      Other-service         Husband
## 6490          Never-married              Sales       Own-child
## 6491     Married-civ-spouse       Craft-repair         Husband
## 6492     Married-civ-spouse   Transport-moving         Husband
## 6493     Married-civ-spouse     Prof-specialty         Husband
## 6494                Widowed    Exec-managerial       Unmarried
## 6495               Divorced    Exec-managerial       Unmarried
## 6496     Married-civ-spouse     Prof-specialty         Husband
## 6497          Never-married       Adm-clerical       Own-child
## 6498     Married-civ-spouse  Handlers-cleaners         Husband
## 6499               Divorced       Craft-repair       Own-child
## 6500     Married-civ-spouse       Craft-repair         Husband
## 6501     Married-civ-spouse     Prof-specialty         Husband
## 6502          Never-married    Farming-fishing       Own-child
## 6503               Divorced              Sales   Not-in-family
## 6504          Never-married       Tech-support   Not-in-family
## 6505          Never-married  Handlers-cleaners       Own-child
## 6506              Separated      Other-service       Unmarried
## 6507     Married-civ-spouse      Other-service         Husband
## 6508     Married-civ-spouse       Tech-support         Husband
## 6509     Married-civ-spouse       Craft-repair         Husband
## 6510     Married-civ-spouse  Machine-op-inspct         Husband
## 6511     Married-civ-spouse                  ?         Husband
## 6512          Never-married      Other-service       Unmarried
## 6513          Never-married    Protective-serv   Not-in-family
## 6514     Married-civ-spouse              Sales         Husband
## 6515     Married-civ-spouse  Handlers-cleaners         Husband
## 6516     Married-civ-spouse              Sales         Husband
## 6517               Divorced       Adm-clerical       Unmarried
## 6518          Never-married   Transport-moving   Not-in-family
## 6519     Married-civ-spouse  Machine-op-inspct         Husband
## 6520               Divorced    Exec-managerial       Unmarried
## 6521     Married-civ-spouse   Transport-moving         Husband
## 6522              Separated                  ?       Unmarried
## 6523          Never-married              Sales       Own-child
## 6524               Divorced       Adm-clerical       Unmarried
## 6525               Divorced     Prof-specialty       Unmarried
## 6526          Never-married              Sales   Not-in-family
## 6527     Married-civ-spouse       Adm-clerical         Husband
## 6528          Never-married   Transport-moving   Not-in-family
## 6529     Married-civ-spouse     Prof-specialty         Husband
## 6530          Never-married       Adm-clerical   Not-in-family
## 6531     Married-civ-spouse              Sales         Husband
## 6532                Widowed       Adm-clerical   Not-in-family
## 6533     Married-civ-spouse       Craft-repair         Husband
## 6534          Never-married     Prof-specialty   Not-in-family
## 6535          Never-married     Prof-specialty       Own-child
## 6536          Never-married              Sales   Not-in-family
## 6537     Married-civ-spouse                  ?         Husband
## 6538     Married-civ-spouse       Craft-repair         Husband
## 6539               Divorced  Machine-op-inspct   Not-in-family
## 6540              Separated   Transport-moving   Not-in-family
## 6541          Never-married       Adm-clerical   Not-in-family
## 6542     Married-civ-spouse      Other-service         Husband
## 6543          Never-married                  ?       Own-child
## 6544               Divorced              Sales   Not-in-family
## 6545          Never-married  Machine-op-inspct       Unmarried
## 6546               Divorced       Adm-clerical   Not-in-family
## 6547     Married-civ-spouse    Protective-serv         Husband
## 6548                Widowed              Sales       Unmarried
## 6549     Married-civ-spouse    Exec-managerial         Husband
## 6550          Never-married                  ?   Not-in-family
## 6551     Married-civ-spouse  Handlers-cleaners         Husband
## 6552               Divorced       Tech-support       Own-child
## 6553     Married-civ-spouse   Transport-moving         Husband
## 6554               Divorced     Prof-specialty       Unmarried
## 6555     Married-civ-spouse   Transport-moving         Husband
## 6556     Married-civ-spouse       Craft-repair         Husband
## 6557     Married-civ-spouse     Prof-specialty         Husband
## 6558          Never-married       Tech-support   Not-in-family
## 6559          Never-married                  ?       Own-child
## 6560     Married-civ-spouse    Farming-fishing         Husband
## 6561          Never-married     Prof-specialty   Not-in-family
## 6562     Married-civ-spouse     Prof-specialty         Husband
## 6563     Married-civ-spouse   Transport-moving         Husband
## 6564     Married-civ-spouse   Transport-moving         Husband
## 6565          Never-married                  ?       Own-child
## 6566          Never-married       Adm-clerical       Unmarried
## 6567     Married-civ-spouse    Farming-fishing         Husband
## 6568          Never-married       Adm-clerical   Not-in-family
## 6569     Married-civ-spouse    Farming-fishing         Husband
## 6570     Married-civ-spouse       Tech-support         Husband
## 6571     Married-civ-spouse              Sales       Own-child
## 6572          Never-married    Farming-fishing       Own-child
## 6573          Never-married       Adm-clerical   Not-in-family
## 6574     Married-civ-spouse    Exec-managerial         Husband
## 6575     Married-civ-spouse       Tech-support         Husband
## 6576          Never-married  Handlers-cleaners   Not-in-family
## 6577     Married-civ-spouse              Sales         Husband
## 6578     Married-civ-spouse      Other-service         Husband
## 6579              Separated      Other-service   Not-in-family
## 6580               Divorced       Adm-clerical       Unmarried
## 6581     Married-civ-spouse    Exec-managerial         Husband
## 6582              Separated      Other-service   Not-in-family
## 6583     Married-civ-spouse       Craft-repair         Husband
## 6584               Divorced    Priv-house-serv       Unmarried
## 6585          Never-married       Craft-repair   Not-in-family
## 6586     Married-civ-spouse              Sales         Husband
## 6587     Married-civ-spouse    Exec-managerial         Husband
## 6588          Never-married      Other-service  Other-relative
## 6589          Never-married    Exec-managerial  Other-relative
## 6590               Divorced  Machine-op-inspct       Own-child
## 6591  Married-spouse-absent       Adm-clerical   Not-in-family
## 6592          Never-married                  ?       Own-child
## 6593                Widowed              Sales   Not-in-family
## 6594          Never-married              Sales       Own-child
## 6595          Never-married      Other-service       Unmarried
## 6596               Divorced              Sales       Unmarried
## 6597          Never-married              Sales   Not-in-family
## 6598          Never-married  Handlers-cleaners  Other-relative
## 6599     Married-civ-spouse  Machine-op-inspct         Husband
## 6600     Married-civ-spouse       Tech-support         Husband
## 6601     Married-civ-spouse              Sales         Husband
## 6602  Married-spouse-absent      Other-service   Not-in-family
## 6603                Widowed  Machine-op-inspct   Not-in-family
## 6604     Married-civ-spouse              Sales         Husband
## 6605          Never-married      Other-service   Not-in-family
## 6606          Never-married      Other-service   Not-in-family
## 6607     Married-civ-spouse       Craft-repair         Husband
## 6608     Married-civ-spouse     Prof-specialty         Husband
## 6609     Married-civ-spouse    Exec-managerial         Husband
## 6610     Married-civ-spouse     Prof-specialty         Husband
## 6611     Married-civ-spouse    Protective-serv         Husband
## 6612                Widowed       Adm-clerical       Unmarried
## 6613          Never-married      Other-service   Not-in-family
## 6614          Never-married  Handlers-cleaners  Other-relative
## 6615     Married-civ-spouse       Tech-support         Husband
## 6616          Never-married    Exec-managerial   Not-in-family
## 6617          Never-married   Transport-moving   Not-in-family
## 6618              Separated              Sales       Unmarried
## 6619     Married-civ-spouse   Transport-moving         Husband
## 6620              Separated       Adm-clerical       Own-child
## 6621     Married-civ-spouse    Farming-fishing         Husband
## 6622               Divorced    Exec-managerial   Not-in-family
## 6623     Married-civ-spouse              Sales         Husband
## 6624               Divorced       Craft-repair       Unmarried
## 6625     Married-civ-spouse       Craft-repair         Husband
## 6626     Married-civ-spouse    Exec-managerial         Husband
## 6627          Never-married       Adm-clerical       Unmarried
## 6628     Married-civ-spouse       Craft-repair         Husband
## 6629     Married-civ-spouse   Transport-moving         Husband
## 6630          Never-married      Other-service       Unmarried
## 6631  Married-spouse-absent              Sales       Own-child
## 6632     Married-civ-spouse    Exec-managerial         Husband
## 6633               Divorced     Prof-specialty       Unmarried
## 6634     Married-civ-spouse     Prof-specialty         Husband
## 6635          Never-married              Sales   Not-in-family
## 6636     Married-civ-spouse       Craft-repair         Husband
## 6637     Married-civ-spouse   Transport-moving         Husband
## 6638          Never-married     Prof-specialty   Not-in-family
## 6639     Married-civ-spouse       Craft-repair         Husband
## 6640     Married-civ-spouse     Prof-specialty         Husband
## 6641          Never-married                  ?       Own-child
## 6642          Never-married  Machine-op-inspct       Own-child
## 6643          Never-married       Adm-clerical   Not-in-family
## 6644               Divorced     Prof-specialty   Not-in-family
## 6645                Widowed       Craft-repair       Unmarried
## 6646     Married-civ-spouse              Sales         Husband
## 6647              Separated                  ?       Unmarried
## 6648          Never-married       Adm-clerical       Own-child
## 6649          Never-married       Adm-clerical   Not-in-family
## 6650     Married-civ-spouse       Craft-repair         Husband
## 6651          Never-married  Handlers-cleaners       Own-child
## 6652               Divorced   Transport-moving   Not-in-family
## 6653     Married-civ-spouse  Machine-op-inspct         Husband
## 6654     Married-civ-spouse    Farming-fishing         Husband
## 6655               Divorced  Machine-op-inspct       Unmarried
## 6656     Married-civ-spouse       Craft-repair         Husband
## 6657               Divorced      Other-service       Own-child
## 6658          Never-married  Handlers-cleaners       Own-child
## 6659     Married-civ-spouse      Other-service         Husband
## 6660     Married-civ-spouse              Sales         Husband
## 6661     Married-civ-spouse              Sales         Husband
## 6662     Married-civ-spouse       Craft-repair         Husband
## 6663          Never-married       Adm-clerical   Not-in-family
## 6664          Never-married                  ?       Own-child
## 6665     Married-civ-spouse     Prof-specialty            Wife
## 6666     Married-civ-spouse    Protective-serv         Husband
##                     race  gender capital_gain capital_loss hours_per_week
## 1                  White    Male         2174            0             40
## 2                  White    Male            0            0             13
## 3                  White    Male            0            0             40
## 4                  Black    Male            0            0             40
## 5                  Black  Female            0            0             40
## 6                  White  Female            0            0             40
## 7                  Black  Female            0            0             16
## 8                  White    Male            0            0             45
## 9                  White  Female        14084            0             50
## 10                 White    Male         5178            0             40
## 11                 Black    Male            0            0             80
## 12    Asian-Pac-Islander    Male            0            0             40
## 13                 White  Female            0            0             30
## 14                 Black    Male            0            0             50
## 15    Asian-Pac-Islander    Male            0            0             40
## 16    Amer-Indian-Eskimo    Male            0            0             45
## 17                 White    Male            0            0             35
## 18                 White    Male            0            0             40
## 19                 White    Male            0            0             50
## 20                 White  Female            0            0             45
## 21                 White    Male            0            0             60
## 22                 Black  Female            0            0             20
## 23                 Black    Male            0            0             40
## 24                 White    Male            0         2042             40
## 25                 White  Female            0            0             40
## 26                 White    Male            0            0             40
## 27                 White    Male            0            0             40
## 28    Asian-Pac-Islander    Male            0            0             60
## 29                 White    Male            0            0             80
## 30                 White    Male            0            0             40
## 31                 White    Male            0            0             52
## 32                 Black    Male            0            0             44
## 33                 White    Male            0         1408             40
## 34                 White    Male            0            0             40
## 35                 Black    Male            0            0             15
## 36                 White    Male            0            0             40
## 37                 White    Male            0            0             40
## 38                 White  Female            0            0             25
## 39                 White    Male            0            0             38
## 40                 White    Male            0            0             40
## 41                 White    Male            0            0             43
## 42                 White    Male            0            0             40
## 43                 White    Male            0            0             50
## 44                 White  Female            0            0             40
## 45                 White    Male            0            0             35
## 46                 Black    Male            0            0             40
## 47                 White    Male            0            0             38
## 48                 White  Female            0            0             40
## 49                 White    Male            0            0             40
## 50                 White    Male            0            0             43
## 51                 Other  Female            0            0             40
## 52                 White  Female            0            0             30
## 53                 White  Female            0         1902             60
## 54                 White    Male            0            0             55
## 55                 White    Male            0            0             60
## 56                 White    Male            0            0             40
## 57                 White    Male            0            0             40
## 58                 White    Male            0            0             40
## 59                 White    Male            0            0             48
## 60                 White    Male         5013            0             40
## 61                 White    Male         2407            0             40
## 62                 White    Male            0            0             40
## 63                 White    Male            0            0             40
## 64                 White    Male            0            0             45
## 65                 White    Male            0            0             58
## 66                 White    Male            0            0             40
## 67                 White  Female            0            0             40
## 68                 White  Female            0            0             40
## 69                 White    Male            0            0             50
## 70                 White    Male            0            0             40
## 71                 White    Male            0            0             32
## 72                 Black  Female            0            0             40
## 73                 White    Male            0            0             70
## 74                 White    Male            0            0             40
## 75                 White    Male            0            0             20
## 76                 White    Male            0            0             40
## 77                 White    Male            0            0             40
## 78                 White    Male            0            0              2
## 79                 White  Female            0            0             22
## 80                 White    Male            0            0             40
## 81                 White    Male            0            0             30
## 82                 White    Male            0            0             40
## 83                 White  Female            0            0             40
## 84                 White    Male            0            0             48
## 85                 White  Female        14344            0             40
## 86                 White  Female            0            0             35
## 87                 White    Male            0            0             40
## 88                 White    Male            0            0             50
## 89                 White    Male            0            0             40
## 90                 White  Female            0            0             50
## 91                 White    Male            0            0             40
## 92                 White  Female            0            0             40
## 93                 Black  Female            0            0             25
## 94    Asian-Pac-Islander  Female            0         1573             35
## 95                 White    Male            0            0             40
## 96                 White    Male            0            0             50
## 97                 White    Male            0         1902             60
## 98                 White    Male            0            0             48
## 99                 White  Female            0            0             40
## 100                Black    Male            0            0             40
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## 6526               White    Male            0            0             40
## 6527               White    Male            0            0             45
## 6528               White    Male            0            0             55
## 6529               White    Male            0            0             40
## 6530               White  Female            0            0             10
## 6531               White    Male            0            0             40
## 6532               White  Female            0            0             35
## 6533               White    Male            0            0             50
## 6534               White    Male        13550            0             55
## 6535               White  Female            0            0             20
## 6536               White    Male        27828            0             40
## 6537               White    Male            0            0             40
## 6538               White    Male            0            0             45
## 6539               White    Male            0         2205             35
## 6540               White    Male            0            0             40
## 6541               White    Male         2597            0             45
## 6542               Black    Male            0         1672             40
## 6543               White  Female            0            0              8
## 6544               White    Male         2346            0             15
## 6545               Black  Female            0            0             40
## 6546               White  Female            0            0             40
## 6547               White    Male            0            0             45
## 6548               White    Male            0            0             50
## 6549               White    Male            0            0             50
## 6550  Asian-Pac-Islander  Female            0            0             50
## 6551               White    Male            0            0             45
## 6552               White  Female            0            0             40
## 6553               White    Male            0            0             40
## 6554               White  Female            0            0             55
## 6555               White    Male            0            0             40
## 6556               White    Male            0            0             45
## 6557               White    Male        15024            0             30
## 6558               White    Male            0            0             20
## 6559               White  Female            0            0             40
## 6560               White    Male            0            0             40
## 6561  Asian-Pac-Islander    Male         2463            0             50
## 6562               White    Male            0            0             50
## 6563               White    Male            0            0             40
## 6564               White    Male            0            0             52
## 6565               Black  Female            0         1504             30
## 6566               Black  Female            0            0             30
## 6567               White    Male            0            0             60
## 6568               White  Female            0            0             40
## 6569               White    Male            0            0             40
## 6570               White    Male            0            0             40
## 6571  Asian-Pac-Islander    Male            0            0             63
## 6572               White    Male            0            0             40
## 6573               White  Female            0            0             25
## 6574               White    Male            0            0             60
## 6575               White    Male            0            0             40
## 6576               White    Male            0            0             40
## 6577               White    Male            0            0             50
## 6578               White    Male            0            0             40
## 6579               Black  Female            0            0             40
## 6580               White  Female            0            0             40
## 6581               White    Male            0         1902             45
## 6582               White    Male            0         2559             40
## 6583  Amer-Indian-Eskimo    Male            0            0             60
## 6584               White  Female            0            0             25
## 6585               White  Female            0            0             50
## 6586               White    Male            0            0             55
## 6587               White    Male            0            0             40
## 6588               White    Male            0            0             40
## 6589               White  Female            0         1504             45
## 6590               White  Female            0            0             40
## 6591               White    Male            0            0             20
## 6592               White  Female            0            0             40
## 6593               White  Female            0            0             40
## 6594               White    Male            0            0             35
## 6595               Black  Female            0            0             38
## 6596               White  Female        25236            0             42
## 6597               White    Male            0            0             50
## 6598               White    Male         2597            0             40
## 6599               Black    Male         4386            0             40
## 6600               White    Male        15024            0             40
## 6601               White    Male            0            0             50
## 6602               Black  Female            0            0             40
## 6603               White  Female            0            0             40
## 6604               White    Male            0            0             50
## 6605               White    Male            0            0              6
## 6606               Black    Male            0            0             30
## 6607               White    Male            0            0             40
## 6608               White    Male            0            0             45
## 6609               White    Male            0            0             50
## 6610               White    Male            0            0             55
## 6611               White    Male            0            0             40
## 6612               White  Female            0            0             25
## 6613               White  Female            0            0             50
## 6614               White    Male            0            0             39
## 6615               White    Male            0            0             40
## 6616               White  Female            0            0             45
## 6617               White    Male            0            0             60
## 6618               White  Female            0            0             10
## 6619               White    Male            0            0             99
## 6620               Black    Male            0            0             35
## 6621               White    Male            0            0             30
## 6622               White    Male        27828            0             60
## 6623               White    Male            0            0             36
## 6624               White  Female            0            0             40
## 6625               White    Male            0            0             40
## 6626               White    Male            0            0             25
## 6627  Asian-Pac-Islander  Female            0            0             15
## 6628  Amer-Indian-Eskimo    Male            0            0             48
## 6629               White    Male            0            0             75
## 6630               White  Female            0            0             35
## 6631               Black  Female            0            0             18
## 6632  Asian-Pac-Islander    Male         4508            0             40
## 6633               White  Female            0            0             40
## 6634               White    Male            0            0             40
## 6635               White    Male            0            0             55
## 6636               White    Male            0            0             45
## 6637               White    Male            0            0             65
## 6638               White  Female            0         1564             50
## 6639               White    Male            0            0             50
## 6640               White    Male            0         1977             40
## 6641               White  Female            0            0              6
## 6642               White    Male            0            0             40
## 6643               White    Male            0            0             40
## 6644               White    Male            0            0             40
## 6645               White    Male            0            0             40
## 6646               White    Male            0            0             45
## 6647               White    Male            0            0             40
## 6648               Black    Male            0            0             25
## 6649               White    Male            0            0             70
## 6650               White    Male            0            0             32
## 6651               White  Female            0            0             40
## 6652               White    Male            0            0             40
## 6653               White    Male            0            0             40
## 6654               White    Male            0            0             65
## 6655               Black  Female            0            0             35
## 6656               Black    Male            0            0             50
## 6657               White  Female            0            0             20
## 6658               White    Male            0            0             30
## 6659               White    Male         4386            0             40
## 6660               White    Male         5013            0             50
## 6661               White    Male            0            0             40
## 6662               White    Male         4386            0             40
## 6663               White  Female            0            0             40
## 6664               White    Male            0            0             40
## 6665               White  Female            0         1902             35
## 6666               White    Male            0         1887             40
##                    native_region income
## 1                  United-States  <=50K
## 2                  United-States  <=50K
## 3                  United-States  <=50K
## 4                  United-States  <=50K
## 5                           Cuba  <=50K
## 6                  United-States  <=50K
## 7                        Jamaica  <=50K
## 8                  United-States   >50K
## 9                  United-States   >50K
## 10                 United-States   >50K
## 11                 United-States   >50K
## 12                         India   >50K
## 13                 United-States  <=50K
## 14                 United-States  <=50K
## 15                             ?   >50K
## 16                        Mexico  <=50K
## 17                 United-States  <=50K
## 18                 United-States  <=50K
## 19                 United-States  <=50K
## 20                 United-States   >50K
## 21                 United-States   >50K
## 22                 United-States  <=50K
## 23                 United-States  <=50K
## 24                 United-States  <=50K
## 25                 United-States  <=50K
## 26                 United-States   >50K
## 27                 United-States  <=50K
## 28                         South   >50K
## 29                 United-States  <=50K
## 30                 United-States  <=50K
## 31                 United-States  <=50K
## 32                 United-States  <=50K
## 33                 United-States  <=50K
## 34                 United-States  <=50K
## 35                 United-States  <=50K
## 36                   Puerto-Rico  <=50K
## 37                 United-States  <=50K
## 38                 United-States  <=50K
## 39                             ?   >50K
## 40                 United-States  <=50K
## 41                 United-States  <=50K
## 42                 United-States  <=50K
## 43                 United-States  <=50K
## 44                 United-States  <=50K
## 45                 United-States  <=50K
## 46                 United-States   >50K
## 47                 United-States  <=50K
## 48                 United-States  <=50K
## 49                 United-States  <=50K
## 50                 United-States  <=50K
## 51                 United-States  <=50K
## 52                             ?  <=50K
## 53                      Honduras   >50K
## 54                 United-States   >50K
## 55                 United-States  <=50K
## 56                 United-States   >50K
## 57                        Mexico  <=50K
## 58                   Puerto-Rico  <=50K
## 59                 United-States  <=50K
## 60                 United-States  <=50K
## 61                 United-States  <=50K
## 62                             ?  <=50K
## 63                 United-States  <=50K
## 64                 United-States   >50K
## 65                 United-States  <=50K
## 66                 United-States  <=50K
## 67                 United-States  <=50K
## 68                 United-States   >50K
## 69                 United-States   >50K
## 70                 United-States  <=50K
## 71                 United-States  <=50K
## 72                 United-States  <=50K
## 73                 United-States   >50K
## 74                 United-States  <=50K
## 75                 United-States  <=50K
## 76                        Mexico  <=50K
## 77                 United-States  <=50K
## 78                 United-States  <=50K
## 79                 United-States  <=50K
## 80                 United-States  <=50K
## 81                 United-States  <=50K
## 82                          Cuba  <=50K
## 83                 United-States  <=50K
## 84                 United-States  <=50K
## 85                 United-States   >50K
## 86                 United-States  <=50K
## 87                 United-States   >50K
## 88                 United-States  <=50K
## 89                 United-States  <=50K
## 90                 United-States   >50K
## 91                 United-States  <=50K
## 92                 United-States  <=50K
## 93                 United-States  <=50K
## 94                             ?  <=50K
## 95                 United-States   >50K
## 96                 United-States  <=50K
## 97                 United-States   >50K
## 98                 United-States   >50K
## 99                       England  <=50K
## 100                United-States  <=50K
## 101                United-States   >50K
## 102                United-States   >50K
## 103                United-States  <=50K
## 104                United-States  <=50K
## 105                United-States  <=50K
## 106                United-States   >50K
## 107                United-States  <=50K
## 108                United-States  <=50K
## 109                United-States  <=50K
## 110                United-States  <=50K
## 111                United-States  <=50K
## 112                United-States   >50K
## 113                       Canada   >50K
## 114                United-States  <=50K
## 115                United-States  <=50K
## 116                United-States  <=50K
## 117                United-States  <=50K
## 118                United-States   >50K
## 119                United-States  <=50K
## 120                United-States  <=50K
## 121                United-States  <=50K
## 122                United-States  <=50K
## 123                      Germany  <=50K
## 124                United-States   >50K
## 125                United-States  <=50K
## 126                United-States   >50K
## 127                United-States  <=50K
## 128                United-States   >50K
## 129                United-States  <=50K
## 130                United-States  <=50K
## 131                United-States  <=50K
## 132                United-States  <=50K
## 133                United-States  <=50K
## 134                United-States  <=50K
## 135                United-States  <=50K
## 136                         Iran   >50K
## 137                United-States  <=50K
## 138                United-States  <=50K
## 139                United-States  <=50K
## 140                United-States   >50K
## 141                United-States  <=50K
## 142                United-States  <=50K
## 143                       Mexico  <=50K
## 144                United-States   >50K
## 145                United-States  <=50K
## 146                United-States  <=50K
## 147                United-States  <=50K
## 148                United-States  <=50K
## 149                United-States  <=50K
## 150                United-States  <=50K
## 151                       Mexico  <=50K
## 152                United-States  <=50K
## 153                  Philippines  <=50K
## 154                United-States  <=50K
## 155                United-States   >50K
## 156                United-States  <=50K
## 157                United-States  <=50K
## 158                United-States  <=50K
## 159                United-States  <=50K
## 160                United-States  <=50K
## 161                United-States  <=50K
## 162                United-States  <=50K
## 163                United-States  <=50K
## 164                      England  <=50K
## 165                United-States   >50K
## 166                       Mexico  <=50K
## 167                United-States  <=50K
## 168                United-States  <=50K
## 169                United-States  <=50K
## 170                United-States  <=50K
## 171                United-States  <=50K
## 172                United-States  <=50K
## 173                United-States   >50K
## 174                United-States  <=50K
## 175                United-States   >50K
## 176                United-States  <=50K
## 177                United-States  <=50K
## 178                United-States  <=50K
## 179                United-States  <=50K
## 180                United-States  <=50K
## 181                United-States   >50K
## 182                United-States  <=50K
## 183                United-States  <=50K
## 184                       Mexico   >50K
## 185                United-States   >50K
## 186                United-States  <=50K
## 187                United-States  <=50K
## 188                United-States  <=50K
## 189                United-States  <=50K
## 190                United-States   >50K
## 191                United-States  <=50K
## 192                United-States  <=50K
## 193                United-States  <=50K
## 194                United-States  <=50K
## 195                United-States  <=50K
## 196                       Mexico  <=50K
## 197                United-States  <=50K
## 198                United-States   >50K
## 199                United-States   >50K
## 200                United-States  <=50K
## 201                United-States  <=50K
## 202                        Italy  <=50K
## 203                United-States   >50K
## 204                United-States  <=50K
## 205                United-States  <=50K
## 206                United-States  <=50K
## 207                United-States   >50K
## 208                United-States  <=50K
## 209                United-States   >50K
## 210                United-States  <=50K
## 211                United-States  <=50K
## 212                United-States   >50K
## 213                United-States  <=50K
## 214                United-States  <=50K
## 215                United-States   >50K
## 216                United-States   >50K
## 217                United-States  <=50K
## 218                       Poland  <=50K
## 219                United-States  <=50K
## 220                United-States  <=50K
## 221                United-States  <=50K
## 222                United-States  <=50K
## 223                United-States  <=50K
## 224                United-States  <=50K
## 225                United-States  <=50K
## 226                United-States  <=50K
## 227                United-States  <=50K
## 228                United-States  <=50K
## 229                     Columbia  <=50K
## 230                United-States  <=50K
## 231                United-States  <=50K
## 232                United-States  <=50K
## 233                United-States  <=50K
## 234                United-States  <=50K
## 235                United-States   >50K
## 236                United-States  <=50K
## 237                United-States  <=50K
## 238                         Iran   >50K
## 239                United-States   >50K
## 240                United-States  <=50K
## 241                United-States   >50K
## 242                United-States  <=50K
## 243                United-States  <=50K
## 244                United-States  <=50K
## 245                United-States  <=50K
## 246                            ?  <=50K
## 247                United-States   >50K
## 248                United-States  <=50K
## 249                United-States   >50K
## 250                            ?  <=50K
## 251                United-States   >50K
## 252                United-States  <=50K
## 253                United-States  <=50K
## 254                United-States  <=50K
## 255                United-States  <=50K
## 256                     Cambodia   >50K
## 257                United-States  <=50K
## 258                United-States  <=50K
## 259                United-States  <=50K
## 260                United-States  <=50K
## 261                United-States  <=50K
## 262                United-States  <=50K
## 263                United-States  <=50K
## 264                United-States  <=50K
## 265                United-States  <=50K
## 266                     Thailand   >50K
## 267                       Canada  <=50K
## 268                United-States   >50K
## 269                United-States  <=50K
## 270                United-States   >50K
## 271                United-States   >50K
## 272                United-States  <=50K
## 273                United-States  <=50K
## 274                United-States  <=50K
## 275                United-States  <=50K
## 276                United-States  <=50K
## 277                United-States   >50K
## 278                United-States  <=50K
## 279                United-States  <=50K
## 280                United-States   >50K
## 281                      Germany  <=50K
## 282                United-States   >50K
## 283                United-States  <=50K
## 284                United-States  <=50K
## 285                United-States  <=50K
## 286                United-States   >50K
## 287                United-States   >50K
## 288                United-States  <=50K
## 289                United-States  <=50K
## 290                      Ecuador  <=50K
## 291                United-States  <=50K
## 292                United-States  <=50K
## 293                United-States  <=50K
## 294                United-States  <=50K
## 295                United-States  <=50K
## 296                United-States  <=50K
## 297                United-States  <=50K
## 298                            ?  <=50K
## 299                United-States  <=50K
## 300                United-States  <=50K
## 301                United-States   >50K
## 302                United-States  <=50K
## 303                United-States   >50K
## 304                United-States   >50K
## 305                         Laos  <=50K
## 306                United-States  <=50K
## 307                United-States  <=50K
## 308                United-States  <=50K
## 309                United-States   >50K
## 310                United-States   >50K
## 311                United-States  <=50K
## 312                       Taiwan   >50K
## 313                United-States  <=50K
## 314                United-States   >50K
## 315                United-States  <=50K
## 316                United-States  <=50K
## 317                United-States  <=50K
## 318                       Mexico  <=50K
## 319                United-States  <=50K
## 320                United-States  <=50K
## 321                United-States  <=50K
## 322                United-States  <=50K
## 323                United-States  <=50K
## 324                United-States  <=50K
## 325                United-States  <=50K
## 326                United-States  <=50K
## 327                United-States  <=50K
## 328                United-States   >50K
## 329                United-States  <=50K
## 330                United-States  <=50K
## 331                United-States  <=50K
## 332                United-States  <=50K
## 333                United-States  <=50K
## 334                United-States  <=50K
## 335                United-States  <=50K
## 336                       Mexico  <=50K
## 337                United-States  <=50K
## 338                United-States  <=50K
## 339                        Haiti  <=50K
## 340                United-States  <=50K
## 341                United-States  <=50K
## 342                United-States   >50K
## 343                United-States   >50K
## 344                United-States  <=50K
## 345                United-States  <=50K
## 346                United-States  <=50K
## 347                United-States  <=50K
## 348                United-States  <=50K
## 349                         Iran  <=50K
## 350                United-States  <=50K
## 351                United-States   >50K
## 352                United-States  <=50K
## 353                United-States   >50K
## 354                United-States  <=50K
## 355                United-States   >50K
## 356                United-States   >50K
## 357                United-States  <=50K
## 358                United-States   >50K
## 359                United-States  <=50K
## 360                     Portugal  <=50K
## 361                United-States  <=50K
## 362                United-States   >50K
## 363                United-States  <=50K
## 364                United-States   >50K
## 365                United-States  <=50K
## 366                United-States  <=50K
## 367                United-States  <=50K
## 368                United-States  <=50K
## 369                United-States   >50K
## 370                United-States  <=50K
## 371                United-States  <=50K
## 372                United-States  <=50K
## 373                United-States   >50K
## 374                United-States  <=50K
## 375                United-States  <=50K
## 376                United-States  <=50K
## 377                United-States  <=50K
## 378                United-States  <=50K
## 379                United-States  <=50K
## 380                United-States  <=50K
## 381                United-States  <=50K
## 382                United-States  <=50K
## 383                United-States  <=50K
## 384                United-States  <=50K
## 385                United-States  <=50K
## 386                United-States  <=50K
## 387                United-States  <=50K
## 388                United-States   >50K
## 389                United-States  <=50K
## 390                United-States  <=50K
## 391                United-States   >50K
## 392                United-States  <=50K
## 393                United-States  <=50K
## 394                            ?   >50K
## 395                United-States  <=50K
## 396                United-States  <=50K
## 397                United-States  <=50K
## 398                United-States  <=50K
## 399                United-States   >50K
## 400                United-States   >50K
## 401                United-States  <=50K
## 402                United-States  <=50K
## 403                United-States   >50K
## 404                United-States  <=50K
## 405                  Puerto-Rico  <=50K
## 406                United-States   >50K
## 407                United-States  <=50K
## 408                United-States  <=50K
## 409                United-States   >50K
## 410                United-States  <=50K
## 411                United-States  <=50K
## 412                United-States  <=50K
## 413                United-States  <=50K
## 414                United-States   >50K
## 415                United-States  <=50K
## 416                United-States   >50K
## 417                       Mexico  <=50K
## 418                United-States  <=50K
## 419                United-States  <=50K
## 420                United-States  <=50K
## 421                United-States  <=50K
## 422                United-States  <=50K
## 423                United-States   >50K
## 424                United-States  <=50K
## 425                United-States  <=50K
## 426                United-States  <=50K
## 427                United-States  <=50K
## 428           Dominican-Republic  <=50K
## 429                United-States   >50K
## 430                United-States  <=50K
## 431                United-States  <=50K
## 432                United-States  <=50K
## 433                United-States  <=50K
## 434                United-States   >50K
## 435                  Philippines  <=50K
## 436                United-States   >50K
## 437                United-States  <=50K
## 438                United-States  <=50K
## 439                United-States  <=50K
## 440                United-States  <=50K
## 441                United-States  <=50K
## 442                United-States  <=50K
## 443                United-States  <=50K
## 444                United-States   >50K
## 445                       Mexico  <=50K
## 446                United-States  <=50K
## 447                United-States  <=50K
## 448                United-States  <=50K
## 449                United-States  <=50K
## 450                United-States  <=50K
## 451                United-States  <=50K
## 452                United-States   >50K
## 453                United-States   >50K
## 454                            ?   >50K
## 455                United-States   >50K
## 456                United-States   >50K
## 457                United-States  <=50K
## 458                United-States  <=50K
## 459                United-States  <=50K
## 460                United-States  <=50K
## 461                United-States  <=50K
## 462                United-States  <=50K
## 463                United-States  <=50K
## 464                United-States  <=50K
## 465                United-States  <=50K
## 466                United-States  <=50K
## 467                United-States  <=50K
## 468                United-States  <=50K
## 469                United-States   >50K
## 470                United-States   >50K
## 471                United-States   >50K
## 472                United-States  <=50K
## 473                United-States  <=50K
## 474                United-States  <=50K
## 475                United-States  <=50K
## 476                United-States  <=50K
## 477                United-States  <=50K
## 478                United-States  <=50K
## 479                United-States  <=50K
## 480                United-States  <=50K
## 481                     Portugal  <=50K
## 482                United-States  <=50K
## 483                United-States  <=50K
## 484                United-States  <=50K
## 485                United-States  <=50K
## 486                United-States  <=50K
## 487                United-States  <=50K
## 488                United-States  <=50K
## 489                United-States  <=50K
## 490                United-States   >50K
## 491                United-States  <=50K
## 492                United-States  <=50K
## 493                United-States  <=50K
## 494                United-States  <=50K
## 495                United-States  <=50K
## 496                United-States  <=50K
## 497                United-States  <=50K
## 498                  El-Salvador  <=50K
## 499                United-States  <=50K
## 500                United-States  <=50K
## 501                       Poland  <=50K
## 502                United-States  <=50K
## 503                United-States  <=50K
## 504                       France  <=50K
## 505                United-States  <=50K
## 506                United-States  <=50K
## 507                United-States  <=50K
## 508                United-States  <=50K
## 509                United-States  <=50K
## 510                United-States  <=50K
## 511                United-States  <=50K
## 512                United-States  <=50K
## 513                United-States  <=50K
## 514                United-States   >50K
## 515                United-States  <=50K
## 516                United-States  <=50K
## 517                United-States  <=50K
## 518                United-States  <=50K
## 519                United-States  <=50K
## 520                United-States   >50K
## 521                United-States   >50K
## 522                United-States   >50K
## 523                United-States  <=50K
## 524                United-States   >50K
## 525                United-States   >50K
## 526                United-States  <=50K
## 527                United-States   >50K
## 528                United-States  <=50K
## 529                United-States  <=50K
## 530                United-States  <=50K
## 531                  Puerto-Rico  <=50K
## 532                United-States  <=50K
## 533                United-States  <=50K
## 534                United-States   >50K
## 535                United-States   >50K
## 536                United-States  <=50K
## 537                United-States  <=50K
## 538                United-States  <=50K
## 539                United-States  <=50K
## 540                United-States  <=50K
## 541                United-States  <=50K
## 542                United-States  <=50K
## 543                United-States  <=50K
## 544                United-States  <=50K
## 545                United-States  <=50K
## 546                United-States  <=50K
## 547                United-States  <=50K
## 548                United-States  <=50K
## 549                United-States  <=50K
## 550                United-States  <=50K
## 551                United-States  <=50K
## 552                United-States  <=50K
## 553                United-States  <=50K
## 554                United-States  <=50K
## 555                United-States   >50K
## 556                United-States  <=50K
## 557                United-States  <=50K
## 558                            ?  <=50K
## 559                United-States  <=50K
## 560                       Mexico  <=50K
## 561                United-States  <=50K
## 562                United-States   >50K
## 563                United-States   >50K
## 564                United-States  <=50K
## 565                United-States   >50K
## 566                United-States  <=50K
## 567                United-States  <=50K
## 568                       Mexico  <=50K
## 569                United-States  <=50K
## 570                United-States  <=50K
## 571                United-States  <=50K
## 572                United-States  <=50K
## 573                United-States  <=50K
## 574                United-States   >50K
## 575                United-States  <=50K
## 576                United-States   >50K
## 577                United-States  <=50K
## 578                United-States  <=50K
## 579                United-States  <=50K
## 580                United-States  <=50K
## 581                United-States   >50K
## 582                United-States   >50K
## 583                United-States  <=50K
## 584                United-States  <=50K
## 585                United-States  <=50K
## 586                United-States  <=50K
## 587                United-States  <=50K
## 588                United-States  <=50K
## 589                United-States   >50K
## 590                United-States  <=50K
## 591                United-States  <=50K
## 592                United-States  <=50K
## 593                United-States   >50K
## 594                       Canada   >50K
## 595                United-States  <=50K
## 596                United-States  <=50K
## 597                United-States  <=50K
## 598                United-States   >50K
## 599                United-States  <=50K
## 600                United-States  <=50K
## 601                United-States  <=50K
## 602                United-States  <=50K
## 603                United-States  <=50K
## 604                United-States  <=50K
## 605                United-States  <=50K
## 606                United-States  <=50K
## 607                United-States   >50K
## 608                United-States  <=50K
## 609                United-States  <=50K
## 610                United-States  <=50K
## 611                United-States  <=50K
## 612                United-States  <=50K
## 613                United-States  <=50K
## 614                United-States  <=50K
## 615                United-States  <=50K
## 616                United-States  <=50K
## 617                United-States  <=50K
## 618                United-States  <=50K
## 619                United-States  <=50K
## 620                United-States   >50K
## 621                United-States  <=50K
## 622                United-States  <=50K
## 623                United-States  <=50K
## 624                United-States  <=50K
## 625                  El-Salvador  <=50K
## 626                United-States  <=50K
## 627                United-States   >50K
## 628                United-States  <=50K
## 629                United-States   >50K
## 630                United-States   >50K
## 631                United-States  <=50K
## 632                United-States  <=50K
## 633                United-States   >50K
## 634                United-States   >50K
## 635                United-States  <=50K
## 636                United-States  <=50K
## 637                United-States  <=50K
## 638                United-States   >50K
## 639                         Cuba  <=50K
## 640                United-States   >50K
## 641                United-States  <=50K
## 642                United-States  <=50K
## 643                United-States  <=50K
## 644                United-States   >50K
## 645                United-States  <=50K
## 646                United-States   >50K
## 647                United-States  <=50K
## 648                United-States  <=50K
## 649                United-States  <=50K
## 650                United-States   >50K
## 651                United-States  <=50K
## 652                United-States  <=50K
## 653                       Taiwan   >50K
## 654                United-States  <=50K
## 655                United-States  <=50K
## 656                  Philippines  <=50K
## 657                United-States  <=50K
## 658                United-States  <=50K
## 659                United-States  <=50K
## 660                United-States   >50K
## 661                United-States   >50K
## 662                United-States  <=50K
## 663                United-States  <=50K
## 664                United-States  <=50K
## 665                United-States  <=50K
## 666                United-States   >50K
## 667                United-States  <=50K
## 668                United-States   >50K
## 669                        South  <=50K
## 670                United-States  <=50K
## 671                United-States  <=50K
## 672                United-States  <=50K
## 673                United-States  <=50K
## 674                United-States   >50K
## 675                United-States   >50K
## 676                United-States  <=50K
## 677                United-States  <=50K
## 678                       Mexico  <=50K
## 679                United-States  <=50K
## 680                United-States  <=50K
## 681                United-States  <=50K
## 682                     Portugal   >50K
## 683                United-States   >50K
## 684                United-States  <=50K
## 685                United-States  <=50K
## 686                United-States  <=50K
## 687                United-States  <=50K
## 688                United-States  <=50K
## 689           Dominican-Republic  <=50K
## 690                United-States  <=50K
## 691                United-States  <=50K
## 692                United-States  <=50K
## 693                United-States  <=50K
## 694                United-States  <=50K
## 695                United-States  <=50K
## 696                United-States  <=50K
## 697                United-States   >50K
## 698                United-States   >50K
## 699                       Poland  <=50K
## 700                United-States  <=50K
## 701                United-States  <=50K
## 702                         Cuba  <=50K
## 703                United-States  <=50K
## 704                United-States  <=50K
## 705                United-States   >50K
## 706                United-States   >50K
## 707                      Jamaica  <=50K
## 708                United-States  <=50K
## 709                United-States  <=50K
## 710                United-States  <=50K
## 711                United-States  <=50K
## 712                United-States  <=50K
## 713                            ?  <=50K
## 714                United-States  <=50K
## 715                     Honduras  <=50K
## 716                United-States  <=50K
## 717                United-States  <=50K
## 718                United-States  <=50K
## 719                United-States  <=50K
## 720                United-States   >50K
## 721                United-States  <=50K
## 722                United-States  <=50K
## 723                United-States  <=50K
## 724                United-States   >50K
## 725                United-States   >50K
## 726                            ?   >50K
## 727                United-States  <=50K
## 728                United-States  <=50K
## 729                       Mexico  <=50K
## 730                            ?   >50K
## 731                United-States  <=50K
## 732                United-States  <=50K
## 733                United-States  <=50K
## 734                United-States  <=50K
## 735                United-States  <=50K
## 736                United-States  <=50K
## 737                United-States  <=50K
## 738                United-States  <=50K
## 739                United-States  <=50K
## 740                United-States   >50K
## 741                United-States  <=50K
## 742                United-States  <=50K
## 743                United-States   >50K
## 744                United-States  <=50K
## 745                United-States  <=50K
## 746                United-States   >50K
## 747                United-States   >50K
## 748                United-States  <=50K
## 749                        Haiti  <=50K
## 750                United-States  <=50K
## 751                United-States   >50K
## 752                United-States  <=50K
## 753                United-States  <=50K
## 754                United-States  <=50K
## 755                United-States  <=50K
## 756                United-States  <=50K
## 757                United-States   >50K
## 758                United-States  <=50K
## 759                United-States   >50K
## 760                United-States  <=50K
## 761                United-States  <=50K
## 762                United-States   >50K
## 763                     Portugal  <=50K
## 764                United-States   >50K
## 765                United-States   >50K
## 766                United-States  <=50K
## 767                United-States  <=50K
## 768                      Germany  <=50K
## 769                United-States  <=50K
## 770                United-States  <=50K
## 771                United-States  <=50K
## 772                    Guatemala  <=50K
## 773                United-States  <=50K
## 774                United-States   >50K
## 775                United-States  <=50K
## 776                United-States  <=50K
## 777                United-States  <=50K
## 778                            ?  <=50K
## 779                United-States   >50K
## 780                United-States  <=50K
## 781                            ?  <=50K
## 782                United-States  <=50K
## 783                United-States   >50K
## 784                United-States  <=50K
## 785                United-States   >50K
## 786                United-States  <=50K
## 787                United-States  <=50K
## 788                United-States  <=50K
## 789                United-States  <=50K
## 790                United-States  <=50K
## 791                United-States   >50K
## 792                United-States  <=50K
## 793                United-States  <=50K
## 794                United-States  <=50K
## 795                United-States   >50K
## 796                United-States  <=50K
## 797                United-States  <=50K
## 798                United-States  <=50K
## 799                United-States   >50K
## 800                      England   >50K
## 801                United-States  <=50K
## 802                United-States  <=50K
## 803                United-States  <=50K
## 804                United-States  <=50K
## 805                United-States  <=50K
## 806                United-States   >50K
## 807                United-States  <=50K
## 808                United-States   >50K
## 809                United-States   >50K
## 810                United-States  <=50K
## 811                United-States  <=50K
## 812                United-States  <=50K
## 813                United-States  <=50K
## 814                United-States  <=50K
## 815                United-States  <=50K
## 816                        Italy  <=50K
## 817                United-States  <=50K
## 818                United-States   >50K
## 819                United-States  <=50K
## 820                United-States   >50K
## 821                United-States  <=50K
## 822                United-States  <=50K
## 823                United-States  <=50K
## 824                United-States  <=50K
## 825                United-States  <=50K
## 826                United-States   >50K
## 827                United-States  <=50K
## 828                United-States  <=50K
## 829                United-States  <=50K
## 830                United-States  <=50K
## 831                United-States  <=50K
## 832                United-States   >50K
## 833                United-States  <=50K
## 834                United-States  <=50K
## 835                United-States  <=50K
## 836                United-States  <=50K
## 837                United-States  <=50K
## 838                United-States   >50K
## 839                United-States  <=50K
## 840                United-States  <=50K
## 841                United-States  <=50K
## 842                United-States  <=50K
## 843                United-States   >50K
## 844                United-States  <=50K
## 845                United-States   >50K
## 846                United-States  <=50K
## 847                United-States  <=50K
## 848                United-States   >50K
## 849                United-States  <=50K
## 850                United-States  <=50K
## 851                United-States   >50K
## 852                United-States  <=50K
## 853                United-States  <=50K
## 854                United-States  <=50K
## 855                United-States   >50K
## 856                United-States  <=50K
## 857                United-States  <=50K
## 858                United-States   >50K
## 859                United-States  <=50K
## 860                United-States   >50K
## 861                United-States  <=50K
## 862                       Mexico  <=50K
## 863                United-States  <=50K
## 864                United-States  <=50K
## 865                United-States  <=50K
## 866                United-States  <=50K
## 867                United-States  <=50K
## 868                United-States  <=50K
## 869                United-States   >50K
## 870                United-States  <=50K
## 871                United-States   >50K
## 872                United-States  <=50K
## 873                United-States   >50K
## 874                        China   >50K
## 875                United-States  <=50K
## 876                United-States   >50K
## 877                United-States  <=50K
## 878                United-States  <=50K
## 879                United-States   >50K
## 880                United-States  <=50K
## 881                United-States  <=50K
## 882                  Philippines   >50K
## 883                United-States  <=50K
## 884                United-States   >50K
## 885                United-States  <=50K
## 886                United-States  <=50K
## 887                United-States  <=50K
## 888                            ?  <=50K
## 889                United-States  <=50K
## 890                United-States  <=50K
## 891                United-States  <=50K
## 892                United-States  <=50K
## 893                        India  <=50K
## 894                United-States   >50K
## 895                United-States   >50K
## 896                United-States  <=50K
## 897                United-States  <=50K
## 898                United-States  <=50K
## 899                United-States   >50K
## 900                United-States  <=50K
## 901                United-States  <=50K
## 902                United-States  <=50K
## 903                United-States  <=50K
## 904                United-States  <=50K
## 905                United-States  <=50K
## 906                United-States  <=50K
## 907                United-States  <=50K
## 908                United-States  <=50K
## 909                United-States  <=50K
## 910                United-States  <=50K
## 911                United-States  <=50K
## 912                United-States  <=50K
## 913                United-States  <=50K
## 914                United-States  <=50K
## 915                United-States  <=50K
## 916                United-States   >50K
## 917                        South  <=50K
## 918                United-States   >50K
## 919                United-States  <=50K
## 920                United-States  <=50K
## 921                United-States  <=50K
## 922                United-States  <=50K
## 923                       Mexico  <=50K
## 924                United-States  <=50K
## 925                United-States  <=50K
## 926                United-States  <=50K
## 927                United-States  <=50K
## 928                United-States   >50K
## 929                United-States  <=50K
## 930                    Guatemala  <=50K
## 931                United-States  <=50K
## 932                United-States  <=50K
## 933                United-States  <=50K
## 934                       Mexico  <=50K
## 935                United-States   >50K
## 936                United-States   >50K
## 937                United-States  <=50K
## 938                United-States   >50K
## 939                United-States  <=50K
## 940                United-States   >50K
## 941                United-States  <=50K
## 942                United-States  <=50K
## 943                United-States   >50K
## 944                United-States  <=50K
## 945                United-States  <=50K
## 946                United-States  <=50K
## 947                United-States  <=50K
## 948                United-States   >50K
## 949                United-States  <=50K
## 950                United-States  <=50K
## 951                United-States   >50K
## 952                United-States   >50K
## 953                United-States  <=50K
## 954                United-States  <=50K
## 955                United-States  <=50K
## 956                            ?  <=50K
## 957                United-States   >50K
## 958                United-States  <=50K
## 959                United-States   >50K
## 960                United-States   >50K
## 961                United-States  <=50K
## 962                United-States  <=50K
## 963                       Mexico  <=50K
## 964                United-States  <=50K
## 965                United-States  <=50K
## 966                United-States  <=50K
## 967                United-States   >50K
## 968                United-States  <=50K
## 969                        India   >50K
## 970                United-States  <=50K
## 971                United-States   >50K
## 972                United-States  <=50K
## 973                United-States   >50K
## 974                United-States  <=50K
## 975                United-States  <=50K
## 976                United-States  <=50K
## 977                United-States  <=50K
## 978                United-States   >50K
## 979                United-States  <=50K
## 980                United-States  <=50K
## 981                United-States  <=50K
## 982                United-States  <=50K
## 983                United-States  <=50K
## 984                United-States  <=50K
## 985                United-States   >50K
## 986                United-States  <=50K
## 987                United-States  <=50K
## 988                United-States  <=50K
## 989                United-States  <=50K
## 990                United-States  <=50K
## 991                United-States  <=50K
## 992                United-States  <=50K
## 993                United-States  <=50K
## 994                United-States   >50K
## 995                United-States  <=50K
## 996                United-States   >50K
## 997                United-States  <=50K
## 998                United-States   >50K
## 999                United-States  <=50K
## 1000               United-States   >50K
## 1001               United-States  <=50K
## 1002               United-States   >50K
## 1003               United-States   >50K
## 1004               United-States  <=50K
## 1005               United-States  <=50K
## 1006               United-States  <=50K
## 1007               United-States  <=50K
## 1008               United-States   >50K
## 1009               United-States   >50K
## 1010                     Germany  <=50K
## 1011               United-States  <=50K
## 1012               United-States  <=50K
## 1013               United-States   >50K
## 1014               United-States   >50K
## 1015               United-States  <=50K
## 1016               United-States  <=50K
## 1017               United-States   >50K
## 1018               United-States  <=50K
## 1019               United-States  <=50K
## 1020               United-States  <=50K
## 1021                       Japan  <=50K
## 1022               United-States   >50K
## 1023               United-States  <=50K
## 1024               United-States  <=50K
## 1025               United-States  <=50K
## 1026                  Yugoslavia  <=50K
## 1027                           ?  <=50K
## 1028               United-States   >50K
## 1029               United-States  <=50K
## 1030                       India  <=50K
## 1031               United-States  <=50K
## 1032               United-States  <=50K
## 1033               United-States  <=50K
## 1034               United-States  <=50K
## 1035               United-States  <=50K
## 1036               United-States  <=50K
## 1037                           ?  <=50K
## 1038               United-States  <=50K
## 1039               United-States  <=50K
## 1040               United-States  <=50K
## 1041               United-States  <=50K
## 1042               United-States  <=50K
## 1043               United-States  <=50K
## 1044               United-States   >50K
## 1045               United-States  <=50K
## 1046               United-States  <=50K
## 1047               United-States  <=50K
## 1048               United-States  <=50K
## 1049               United-States  <=50K
## 1050               United-States   >50K
## 1051               United-States  <=50K
## 1052                      Canada   >50K
## 1053               United-States   >50K
## 1054               United-States   >50K
## 1055                        Iran  <=50K
## 1056               United-States  <=50K
## 1057               United-States  <=50K
## 1058               United-States  <=50K
## 1059               United-States   >50K
## 1060               United-States   >50K
## 1061               United-States  <=50K
## 1062               United-States  <=50K
## 1063                      Mexico  <=50K
## 1064               United-States  <=50K
## 1065               United-States   >50K
## 1066               United-States  <=50K
## 1067               United-States   >50K
## 1068               United-States  <=50K
## 1069               United-States  <=50K
## 1070               United-States  <=50K
## 1071               United-States  <=50K
## 1072               United-States   >50K
## 1073               United-States   >50K
## 1074               United-States   >50K
## 1075               United-States  <=50K
## 1076               United-States  <=50K
## 1077               United-States  <=50K
## 1078                      Taiwan  <=50K
## 1079               United-States  <=50K
## 1080               United-States   >50K
## 1081               United-States  <=50K
## 1082               United-States  <=50K
## 1083               United-States  <=50K
## 1084               United-States   >50K
## 1085               United-States  <=50K
## 1086               United-States  <=50K
## 1087               United-States  <=50K
## 1088               United-States  <=50K
## 1089               United-States   >50K
## 1090               United-States  <=50K
## 1091               United-States   >50K
## 1092               United-States   >50K
## 1093                       China  <=50K
## 1094               United-States  <=50K
## 1095               United-States  <=50K
## 1096                       India  <=50K
## 1097               United-States  <=50K
## 1098               United-States  <=50K
## 1099               United-States   >50K
## 1100               United-States  <=50K
## 1101               United-States  <=50K
## 1102               United-States   >50K
## 1103                      Mexico  <=50K
## 1104               United-States  <=50K
## 1105               United-States   >50K
## 1106               United-States  <=50K
## 1107               United-States  <=50K
## 1108               United-States  <=50K
## 1109               United-States   >50K
## 1110               United-States  <=50K
## 1111                      Mexico   >50K
## 1112               United-States   >50K
## 1113               United-States  <=50K
## 1114               United-States  <=50K
## 1115               United-States  <=50K
## 1116                           ?   >50K
## 1117               United-States  <=50K
## 1118               United-States  <=50K
## 1119               United-States   >50K
## 1120                       Japan  <=50K
## 1121               United-States  <=50K
## 1122               United-States  <=50K
## 1123               United-States  <=50K
## 1124               United-States  <=50K
## 1125               United-States  <=50K
## 1126               United-States  <=50K
## 1127               United-States   >50K
## 1128               United-States  <=50K
## 1129               United-States  <=50K
## 1130               United-States  <=50K
## 1131               United-States  <=50K
## 1132               United-States  <=50K
## 1133                      Mexico  <=50K
## 1134               United-States  <=50K
## 1135               United-States  <=50K
## 1136                     Jamaica   >50K
## 1137               United-States   >50K
## 1138               United-States   >50K
## 1139               United-States  <=50K
## 1140                      Mexico  <=50K
## 1141               United-States  <=50K
## 1142               United-States  <=50K
## 1143                     Germany  <=50K
## 1144               United-States  <=50K
## 1145               United-States  <=50K
## 1146               United-States   >50K
## 1147               United-States  <=50K
## 1148               United-States  <=50K
## 1149               United-States   >50K
## 1150               United-States   >50K
## 1151               United-States  <=50K
## 1152               United-States  <=50K
## 1153                           ?  <=50K
## 1154               United-States  <=50K
## 1155               United-States  <=50K
## 1156                      Mexico  <=50K
## 1157               United-States   >50K
## 1158               United-States   >50K
## 1159                           ?  <=50K
## 1160               United-States  <=50K
## 1161               United-States  <=50K
## 1162               United-States  <=50K
## 1163               United-States   >50K
## 1164               United-States   >50K
## 1165               United-States   >50K
## 1166               United-States  <=50K
## 1167               United-States   >50K
## 1168               United-States  <=50K
## 1169               United-States  <=50K
## 1170               United-States  <=50K
## 1171               United-States  <=50K
## 1172               United-States  <=50K
## 1173               United-States   >50K
## 1174               United-States  <=50K
## 1175               United-States  <=50K
## 1176               United-States   >50K
## 1177               United-States  <=50K
## 1178               United-States   >50K
## 1179               United-States  <=50K
## 1180               United-States  <=50K
## 1181               United-States   >50K
## 1182               United-States   >50K
## 1183               United-States  <=50K
## 1184               United-States  <=50K
## 1185               United-States  <=50K
## 1186               United-States  <=50K
## 1187               United-States  <=50K
## 1188               United-States  <=50K
## 1189               United-States  <=50K
## 1190               United-States  <=50K
## 1191               United-States  <=50K
## 1192               United-States   >50K
## 1193               United-States  <=50K
## 1194               United-States  <=50K
## 1195               United-States  <=50K
## 1196               United-States  <=50K
## 1197               United-States  <=50K
## 1198               United-States  <=50K
## 1199          Dominican-Republic  <=50K
## 1200                           ?  <=50K
## 1201               United-States   >50K
## 1202               United-States   >50K
## 1203               United-States  <=50K
## 1204               United-States   >50K
## 1205               United-States  <=50K
## 1206               United-States   >50K
## 1207               United-States  <=50K
## 1208               United-States   >50K
## 1209               United-States  <=50K
## 1210               United-States  <=50K
## 1211               United-States   >50K
## 1212               United-States  <=50K
## 1213               United-States  <=50K
## 1214               United-States   >50K
## 1215               United-States  <=50K
## 1216               United-States   >50K
## 1217               United-States   >50K
## 1218                       China  <=50K
## 1219               United-States  <=50K
## 1220               United-States   >50K
## 1221               United-States   >50K
## 1222               United-States  <=50K
## 1223               United-States  <=50K
## 1224               United-States  <=50K
## 1225                           ?   >50K
## 1226               United-States  <=50K
## 1227               United-States   >50K
## 1228               United-States  <=50K
## 1229                     England  <=50K
## 1230               United-States  <=50K
## 1231               United-States   >50K
## 1232               United-States  <=50K
## 1233               United-States  <=50K
## 1234               United-States  <=50K
## 1235               United-States  <=50K
## 1236               United-States  <=50K
## 1237               United-States  <=50K
## 1238                        Cuba  <=50K
## 1239               United-States  <=50K
## 1240               United-States  <=50K
## 1241               United-States   >50K
## 1242               United-States  <=50K
## 1243               United-States  <=50K
## 1244               United-States   >50K
## 1245               United-States  <=50K
## 1246               United-States  <=50K
## 1247               United-States   >50K
## 1248               United-States  <=50K
## 1249               United-States  <=50K
## 1250               United-States  <=50K
## 1251               United-States   >50K
## 1252               United-States  <=50K
## 1253                           ?  <=50K
## 1254               United-States  <=50K
## 1255               United-States  <=50K
## 1256               United-States  <=50K
## 1257               United-States  <=50K
## 1258               United-States   >50K
## 1259               United-States   >50K
## 1260               United-States  <=50K
## 1261               United-States  <=50K
## 1262               United-States   >50K
## 1263               United-States  <=50K
## 1264               United-States  <=50K
## 1265               United-States  <=50K
## 1266               United-States  <=50K
## 1267               United-States   >50K
## 1268               United-States  <=50K
## 1269               United-States  <=50K
## 1270               United-States  <=50K
## 1271               United-States  <=50K
## 1272               United-States  <=50K
## 1273               United-States  <=50K
## 1274               United-States  <=50K
## 1275               United-States  <=50K
## 1276               United-States   >50K
## 1277               United-States   >50K
## 1278               United-States   >50K
## 1279               United-States  <=50K
## 1280               United-States  <=50K
## 1281               United-States  <=50K
## 1282                 Philippines   >50K
## 1283               United-States   >50K
## 1284               United-States  <=50K
## 1285               United-States   >50K
## 1286               United-States  <=50K
## 1287               United-States   >50K
## 1288               United-States  <=50K
## 1289               United-States  <=50K
## 1290               United-States  <=50K
## 1291               United-States  <=50K
## 1292                 El-Salvador  <=50K
## 1293               United-States  <=50K
## 1294               United-States  <=50K
## 1295               United-States  <=50K
## 1296               United-States  <=50K
## 1297               United-States  <=50K
## 1298               United-States  <=50K
## 1299               United-States  <=50K
## 1300               United-States  <=50K
## 1301               United-States  <=50K
## 1302                       Japan  <=50K
## 1303               United-States   >50K
## 1304               United-States  <=50K
## 1305               United-States  <=50K
## 1306               United-States   >50K
## 1307               United-States  <=50K
## 1308                      Mexico  <=50K
## 1309               United-States  <=50K
## 1310               United-States   >50K
## 1311               United-States  <=50K
## 1312               United-States  <=50K
## 1313               United-States  <=50K
## 1314               United-States  <=50K
## 1315                      Canada   >50K
## 1316               United-States  <=50K
## 1317               United-States   >50K
## 1318               United-States  <=50K
## 1319               United-States   >50K
## 1320               United-States   >50K
## 1321               United-States  <=50K
## 1322               United-States  <=50K
## 1323               United-States   >50K
## 1324               United-States   >50K
## 1325               United-States   >50K
## 1326               United-States  <=50K
## 1327                           ?  <=50K
## 1328                       India   >50K
## 1329               United-States  <=50K
## 1330               United-States  <=50K
## 1331               United-States  <=50K
## 1332               United-States  <=50K
## 1333               United-States  <=50K
## 1334               United-States  <=50K
## 1335               United-States   >50K
## 1336               United-States  <=50K
## 1337               United-States  <=50K
## 1338               United-States   >50K
## 1339               United-States  <=50K
## 1340               United-States  <=50K
## 1341               United-States  <=50K
## 1342               United-States  <=50K
## 1343               United-States  <=50K
## 1344               United-States  <=50K
## 1345               United-States  <=50K
## 1346               United-States  <=50K
## 1347                     Germany   >50K
## 1348               United-States  <=50K
## 1349                           ?   >50K
## 1350               United-States  <=50K
## 1351               United-States   >50K
## 1352               United-States   >50K
## 1353               United-States  <=50K
## 1354               United-States  <=50K
## 1355               United-States  <=50K
## 1356               United-States   >50K
## 1357               United-States  <=50K
## 1358               United-States  <=50K
## 1359               United-States  <=50K
## 1360               United-States  <=50K
## 1361               United-States  <=50K
## 1362               United-States   >50K
## 1363               United-States  <=50K
## 1364                       Italy  <=50K
## 1365               United-States  <=50K
## 1366               United-States  <=50K
## 1367               United-States  <=50K
## 1368               United-States  <=50K
## 1369                       Japan   >50K
## 1370               United-States  <=50K
## 1371               United-States  <=50K
## 1372               United-States  <=50K
## 1373                      Poland  <=50K
## 1374               United-States  <=50K
## 1375               United-States  <=50K
## 1376               United-States  <=50K
## 1377               United-States  <=50K
## 1378               United-States  <=50K
## 1379               United-States   >50K
## 1380                      Canada  <=50K
## 1381               United-States  <=50K
## 1382               United-States  <=50K
## 1383               United-States  <=50K
## 1384               United-States  <=50K
## 1385               United-States  <=50K
## 1386               United-States  <=50K
## 1387               United-States  <=50K
## 1388                        Iran   >50K
## 1389               United-States  <=50K
## 1390               United-States  <=50K
## 1391               United-States  <=50K
## 1392                           ?   >50K
## 1393               United-States  <=50K
## 1394               United-States  <=50K
## 1395               United-States  <=50K
## 1396               United-States   >50K
## 1397               United-States  <=50K
## 1398               United-States  <=50K
## 1399               United-States  <=50K
## 1400               United-States   >50K
## 1401               United-States  <=50K
## 1402               United-States  <=50K
## 1403               United-States  <=50K
## 1404               United-States  <=50K
## 1405               United-States  <=50K
## 1406               United-States   >50K
## 1407               United-States  <=50K
## 1408               United-States   >50K
## 1409               United-States  <=50K
## 1410               United-States  <=50K
## 1411               United-States  <=50K
## 1412                    Thailand  <=50K
## 1413               United-States   >50K
## 1414               United-States   >50K
## 1415               United-States  <=50K
## 1416               United-States  <=50K
## 1417               United-States  <=50K
## 1418               United-States   >50K
## 1419               United-States   >50K
## 1420               United-States  <=50K
## 1421               United-States  <=50K
## 1422               United-States  <=50K
## 1423               United-States  <=50K
## 1424               United-States  <=50K
## 1425               United-States  <=50K
## 1426                     Germany  <=50K
## 1427               United-States   >50K
## 1428               United-States  <=50K
## 1429               United-States  <=50K
## 1430               United-States   >50K
## 1431                        Peru  <=50K
## 1432               United-States  <=50K
## 1433               United-States   >50K
## 1434               United-States  <=50K
## 1435               United-States  <=50K
## 1436               United-States  <=50K
## 1437                      Mexico  <=50K
## 1438               United-States   >50K
## 1439               United-States  <=50K
## 1440               United-States   >50K
## 1441               United-States  <=50K
## 1442               United-States  <=50K
## 1443               United-States   >50K
## 1444               United-States  <=50K
## 1445               United-States   >50K
## 1446               United-States  <=50K
## 1447               United-States  <=50K
## 1448               United-States  <=50K
## 1449               United-States   >50K
## 1450               United-States   >50K
## 1451               United-States  <=50K
## 1452               United-States  <=50K
## 1453               United-States  <=50K
## 1454               United-States   >50K
## 1455               United-States   >50K
## 1456               United-States  <=50K
## 1457               United-States  <=50K
## 1458               United-States  <=50K
## 1459               United-States  <=50K
## 1460               United-States   >50K
## 1461               United-States   >50K
## 1462               United-States  <=50K
## 1463               United-States   >50K
## 1464               United-States   >50K
## 1465               United-States  <=50K
## 1466               United-States  <=50K
## 1467               United-States  <=50K
## 1468               United-States  <=50K
## 1469               United-States  <=50K
## 1470               United-States   >50K
## 1471               United-States   >50K
## 1472               United-States  <=50K
## 1473               United-States  <=50K
## 1474               United-States  <=50K
## 1475               United-States  <=50K
## 1476               United-States  <=50K
## 1477               United-States  <=50K
## 1478               United-States  <=50K
## 1479               United-States  <=50K
## 1480               United-States  <=50K
## 1481               United-States  <=50K
## 1482               United-States   >50K
## 1483               United-States   >50K
## 1484               United-States  <=50K
## 1485               United-States   >50K
## 1486                      Mexico  <=50K
## 1487               United-States  <=50K
## 1488               United-States  <=50K
## 1489               United-States  <=50K
## 1490               United-States   >50K
## 1491               United-States  <=50K
## 1492               United-States  <=50K
## 1493               United-States   >50K
## 1494               United-States   >50K
## 1495               United-States  <=50K
## 1496               United-States   >50K
## 1497               United-States   >50K
## 1498               United-States  <=50K
## 1499               United-States   >50K
## 1500               United-States  <=50K
## 1501               United-States   >50K
## 1502               United-States  <=50K
## 1503               United-States  <=50K
## 1504               United-States   >50K
## 1505               United-States  <=50K
## 1506               United-States  <=50K
## 1507               United-States  <=50K
## 1508               United-States  <=50K
## 1509               United-States  <=50K
## 1510               United-States  <=50K
## 1511               United-States  <=50K
## 1512               United-States   >50K
## 1513               United-States   >50K
## 1514               United-States  <=50K
## 1515                     England   >50K
## 1516                       China  <=50K
## 1517               United-States   >50K
## 1518               United-States  <=50K
## 1519               United-States  <=50K
## 1520               United-States  <=50K
## 1521               United-States  <=50K
## 1522               United-States  <=50K
## 1523               United-States  <=50K
## 1524               United-States  <=50K
## 1525               United-States  <=50K
## 1526               United-States  <=50K
## 1527               United-States  <=50K
## 1528               United-States  <=50K
## 1529               United-States   >50K
## 1530               United-States  <=50K
## 1531               United-States  <=50K
## 1532               United-States   >50K
## 1533               United-States   >50K
## 1534               United-States   >50K
## 1535               United-States  <=50K
## 1536               United-States  <=50K
## 1537               United-States  <=50K
## 1538               United-States  <=50K
## 1539               United-States  <=50K
## 1540               United-States  <=50K
## 1541               United-States  <=50K
## 1542               United-States  <=50K
## 1543               United-States  <=50K
## 1544               United-States  <=50K
## 1545               United-States  <=50K
## 1546               United-States  <=50K
## 1547               United-States  <=50K
## 1548               United-States  <=50K
## 1549               United-States   >50K
## 1550               United-States  <=50K
## 1551               United-States  <=50K
## 1552               United-States  <=50K
## 1553               United-States  <=50K
## 1554               United-States  <=50K
## 1555                           ?   >50K
## 1556               United-States  <=50K
## 1557               United-States  <=50K
## 1558                           ?  <=50K
## 1559               United-States  <=50K
## 1560               United-States  <=50K
## 1561               United-States  <=50K
## 1562               United-States  <=50K
## 1563               United-States   >50K
## 1564               United-States  <=50K
## 1565               United-States  <=50K
## 1566  Outlying-US(Guam-USVI-etc)  <=50K
## 1567               United-States  <=50K
## 1568               United-States  <=50K
## 1569               United-States  <=50K
## 1570               United-States  <=50K
## 1571                     Jamaica  <=50K
## 1572               United-States   >50K
## 1573               United-States  <=50K
## 1574               United-States  <=50K
## 1575               United-States  <=50K
## 1576               United-States  <=50K
## 1577               United-States  <=50K
## 1578               United-States  <=50K
## 1579               United-States  <=50K
## 1580               United-States  <=50K
## 1581               United-States   >50K
## 1582                           ?  <=50K
## 1583               United-States  <=50K
## 1584               United-States   >50K
## 1585               United-States  <=50K
## 1586               United-States   >50K
## 1587                    Scotland  <=50K
## 1588               United-States  <=50K
## 1589               United-States  <=50K
## 1590               United-States  <=50K
## 1591               United-States  <=50K
## 1592               United-States  <=50K
## 1593               United-States  <=50K
## 1594                           ?   >50K
## 1595               United-States  <=50K
## 1596               United-States   >50K
## 1597               United-States  <=50K
## 1598               United-States  <=50K
## 1599               United-States  <=50K
## 1600               United-States  <=50K
## 1601               United-States  <=50K
## 1602               United-States  <=50K
## 1603               United-States  <=50K
## 1604               United-States   >50K
## 1605               United-States  <=50K
## 1606               United-States  <=50K
## 1607               United-States  <=50K
## 1608               United-States  <=50K
## 1609               United-States  <=50K
## 1610                 Philippines  <=50K
## 1611               United-States  <=50K
## 1612               United-States   >50K
## 1613                     England   >50K
## 1614               United-States   >50K
## 1615               United-States  <=50K
## 1616               United-States   >50K
## 1617               United-States   >50K
## 1618               United-States  <=50K
## 1619               United-States  <=50K
## 1620               United-States  <=50K
## 1621               United-States   >50K
## 1622               United-States   >50K
## 1623                 Philippines  <=50K
## 1624               United-States  <=50K
## 1625               United-States  <=50K
## 1626               United-States   >50K
## 1627               United-States  <=50K
## 1628               United-States   >50K
## 1629               United-States  <=50K
## 1630                       Haiti  <=50K
## 1631                      Mexico  <=50K
## 1632               United-States  <=50K
## 1633               United-States   >50K
## 1634                      Mexico  <=50K
## 1635                      Mexico  <=50K
## 1636               United-States   >50K
## 1637               United-States  <=50K
## 1638               United-States  <=50K
## 1639               United-States   >50K
## 1640               United-States   >50K
## 1641               United-States  <=50K
## 1642               United-States   >50K
## 1643               United-States   >50K
## 1644               United-States   >50K
## 1645               United-States  <=50K
## 1646               United-States   >50K
## 1647               United-States  <=50K
## 1648               United-States  <=50K
## 1649               United-States   >50K
## 1650               United-States  <=50K
## 1651               United-States  <=50K
## 1652               United-States  <=50K
## 1653               United-States  <=50K
## 1654               United-States  <=50K
## 1655               United-States   >50K
## 1656                       Italy   >50K
## 1657               United-States  <=50K
## 1658               United-States  <=50K
## 1659               United-States  <=50K
## 1660               United-States  <=50K
## 1661               United-States  <=50K
## 1662               United-States   >50K
## 1663               United-States  <=50K
## 1664                        Cuba  <=50K
## 1665               United-States  <=50K
## 1666               United-States  <=50K
## 1667               United-States   >50K
## 1668               United-States  <=50K
## 1669               United-States  <=50K
## 1670               United-States   >50K
## 1671               United-States   >50K
## 1672               United-States  <=50K
## 1673               United-States  <=50K
## 1674               United-States  <=50K
## 1675                       Italy   >50K
## 1676               United-States  <=50K
## 1677                           ?   >50K
## 1678               United-States  <=50K
## 1679               United-States  <=50K
## 1680               United-States  <=50K
## 1681               United-States  <=50K
## 1682               United-States  <=50K
## 1683               United-States   >50K
## 1684               United-States  <=50K
## 1685               United-States  <=50K
## 1686               United-States   >50K
## 1687               United-States  <=50K
## 1688               United-States   >50K
## 1689                      Canada  <=50K
## 1690               United-States   >50K
## 1691               United-States  <=50K
## 1692               United-States  <=50K
## 1693               United-States  <=50K
## 1694               United-States   >50K
## 1695               United-States  <=50K
## 1696               United-States   >50K
## 1697               United-States  <=50K
## 1698               United-States  <=50K
## 1699               United-States  <=50K
## 1700               United-States  <=50K
## 1701               United-States  <=50K
## 1702               United-States  <=50K
## 1703               United-States  <=50K
## 1704               United-States  <=50K
## 1705               United-States  <=50K
## 1706               United-States  <=50K
## 1707               United-States   >50K
## 1708               United-States  <=50K
## 1709                       China  <=50K
## 1710               United-States   >50K
## 1711               United-States  <=50K
## 1712                           ?  <=50K
## 1713               United-States  <=50K
## 1714               United-States   >50K
## 1715               United-States  <=50K
## 1716               United-States  <=50K
## 1717               United-States  <=50K
## 1718                       China   >50K
## 1719               United-States   >50K
## 1720               United-States  <=50K
## 1721               United-States  <=50K
## 1722               United-States  <=50K
## 1723               United-States   >50K
## 1724               United-States   >50K
## 1725               United-States  <=50K
## 1726               United-States  <=50K
## 1727               United-States   >50K
## 1728               United-States  <=50K
## 1729               United-States   >50K
## 1730               United-States  <=50K
## 1731               United-States  <=50K
## 1732               United-States  <=50K
## 1733               United-States  <=50K
## 1734               United-States  <=50K
## 1735               United-States  <=50K
## 1736               United-States   >50K
## 1737               United-States  <=50K
## 1738               United-States  <=50K
## 1739                           ?   >50K
## 1740               United-States  <=50K
## 1741               United-States   >50K
## 1742               United-States  <=50K
## 1743               United-States  <=50K
## 1744               United-States  <=50K
## 1745               United-States  <=50K
## 1746               United-States  <=50K
## 1747               United-States  <=50K
## 1748               United-States  <=50K
## 1749               United-States  <=50K
## 1750               United-States  <=50K
## 1751               United-States  <=50K
## 1752               United-States  <=50K
## 1753               United-States  <=50K
## 1754               United-States  <=50K
## 1755               United-States   >50K
## 1756               United-States  <=50K
## 1757                       Japan  <=50K
## 1758               United-States  <=50K
## 1759               United-States  <=50K
## 1760               United-States  <=50K
## 1761               United-States   >50K
## 1762               United-States  <=50K
## 1763               United-States  <=50K
## 1764               United-States  <=50K
## 1765               United-States   >50K
## 1766               United-States   >50K
## 1767               United-States  <=50K
## 1768               United-States  <=50K
## 1769               United-States  <=50K
## 1770               United-States   >50K
## 1771               United-States  <=50K
## 1772               United-States   >50K
## 1773               United-States   >50K
## 1774               United-States  <=50K
## 1775               United-States   >50K
## 1776               United-States  <=50K
## 1777               United-States  <=50K
## 1778               United-States  <=50K
## 1779               United-States  <=50K
## 1780               United-States   >50K
## 1781               United-States   >50K
## 1782               United-States  <=50K
## 1783               United-States  <=50K
## 1784               United-States   >50K
## 1785               United-States  <=50K
## 1786               United-States   >50K
## 1787               United-States   >50K
## 1788               United-States   >50K
## 1789               United-States  <=50K
## 1790                 Puerto-Rico  <=50K
## 1791               United-States  <=50K
## 1792               United-States  <=50K
## 1793               United-States  <=50K
## 1794                 Philippines  <=50K
## 1795             Trinadad&Tobago  <=50K
## 1796               United-States   >50K
## 1797               United-States  <=50K
## 1798               United-States  <=50K
## 1799               United-States   >50K
## 1800               United-States  <=50K
## 1801               United-States  <=50K
## 1802               United-States  <=50K
## 1803               United-States  <=50K
## 1804               United-States   >50K
## 1805               United-States  <=50K
## 1806               United-States  <=50K
## 1807               United-States  <=50K
## 1808               United-States  <=50K
## 1809               United-States  <=50K
## 1810               United-States  <=50K
## 1811               United-States  <=50K
## 1812               United-States   >50K
## 1813               United-States   >50K
## 1814               United-States  <=50K
## 1815               United-States   >50K
## 1816               United-States  <=50K
## 1817               United-States  <=50K
## 1818               United-States  <=50K
## 1819                           ?  <=50K
## 1820               United-States   >50K
## 1821                      Mexico  <=50K
## 1822               United-States  <=50K
## 1823               United-States  <=50K
## 1824               United-States  <=50K
## 1825               United-States   >50K
## 1826               United-States   >50K
## 1827          Dominican-Republic   >50K
## 1828               United-States  <=50K
## 1829               United-States  <=50K
## 1830               United-States  <=50K
## 1831               United-States  <=50K
## 1832               United-States  <=50K
## 1833               United-States  <=50K
## 1834               United-States  <=50K
## 1835               United-States  <=50K
## 1836               United-States  <=50K
## 1837               United-States  <=50K
## 1838               United-States  <=50K
## 1839               United-States  <=50K
## 1840                 Philippines  <=50K
## 1841               United-States  <=50K
## 1842               United-States  <=50K
## 1843               United-States  <=50K
## 1844               United-States  <=50K
## 1845               United-States  <=50K
## 1846               United-States  <=50K
## 1847               United-States  <=50K
## 1848                 Puerto-Rico  <=50K
## 1849               United-States  <=50K
## 1850               United-States   >50K
## 1851               United-States  <=50K
## 1852               United-States  <=50K
## 1853               United-States  <=50K
## 1854               United-States  <=50K
## 1855               United-States  <=50K
## 1856               United-States  <=50K
## 1857               United-States  <=50K
## 1858               United-States  <=50K
## 1859               United-States  <=50K
## 1860               United-States   >50K
## 1861               United-States  <=50K
## 1862               United-States  <=50K
## 1863               United-States   >50K
## 1864               United-States  <=50K
## 1865               United-States   >50K
## 1866               United-States  <=50K
## 1867               United-States  <=50K
## 1868               United-States  <=50K
## 1869               United-States  <=50K
## 1870               United-States   >50K
## 1871               United-States  <=50K
## 1872               United-States  <=50K
## 1873               United-States   >50K
## 1874               United-States  <=50K
## 1875               United-States  <=50K
## 1876               United-States   >50K
## 1877               United-States   >50K
## 1878               United-States  <=50K
## 1879               United-States  <=50K
## 1880               United-States  <=50K
## 1881                 El-Salvador  <=50K
## 1882               United-States   >50K
## 1883                       Italy   >50K
## 1884               United-States  <=50K
## 1885               United-States  <=50K
## 1886               United-States  <=50K
## 1887               United-States  <=50K
## 1888               United-States   >50K
## 1889                      Greece  <=50K
## 1890               United-States  <=50K
## 1891               United-States  <=50K
## 1892               United-States  <=50K
## 1893               United-States  <=50K
## 1894               United-States   >50K
## 1895               United-States  <=50K
## 1896               United-States   >50K
## 1897               United-States  <=50K
## 1898               United-States  <=50K
## 1899               United-States  <=50K
## 1900               United-States  <=50K
## 1901                           ?  <=50K
## 1902               United-States  <=50K
## 1903               United-States  <=50K
## 1904               United-States  <=50K
## 1905               United-States   >50K
## 1906               United-States   >50K
## 1907               United-States  <=50K
## 1908               United-States  <=50K
## 1909               United-States  <=50K
## 1910               United-States  <=50K
## 1911               United-States  <=50K
## 1912               United-States  <=50K
## 1913               United-States  <=50K
## 1914                      Mexico  <=50K
## 1915               United-States  <=50K
## 1916               United-States   >50K
## 1917               United-States  <=50K
## 1918               United-States  <=50K
## 1919               United-States  <=50K
## 1920               United-States  <=50K
## 1921               United-States  <=50K
## 1922               United-States   >50K
## 1923               United-States   >50K
## 1924               United-States  <=50K
## 1925               United-States  <=50K
## 1926               United-States   >50K
## 1927               United-States  <=50K
## 1928               United-States  <=50K
## 1929               United-States  <=50K
## 1930               United-States  <=50K
## 1931               United-States  <=50K
## 1932               United-States  <=50K
## 1933                       China  <=50K
## 1934               United-States   >50K
## 1935               United-States  <=50K
## 1936               United-States  <=50K
## 1937               United-States  <=50K
## 1938               United-States  <=50K
## 1939                      Canada   >50K
## 1940               United-States  <=50K
## 1941               United-States  <=50K
## 1942               United-States  <=50K
## 1943               United-States  <=50K
## 1944               United-States   >50K
## 1945               United-States  <=50K
## 1946               United-States   >50K
## 1947               United-States  <=50K
## 1948               United-States  <=50K
## 1949                   Nicaragua  <=50K
## 1950               United-States   >50K
## 1951               United-States  <=50K
## 1952               United-States  <=50K
## 1953               United-States  <=50K
## 1954               United-States  <=50K
## 1955               United-States  <=50K
## 1956               United-States  <=50K
## 1957               United-States  <=50K
## 1958               United-States  <=50K
## 1959               United-States  <=50K
## 1960               United-States   >50K
## 1961               United-States  <=50K
## 1962               United-States   >50K
## 1963               United-States   >50K
## 1964               United-States   >50K
## 1965               United-States  <=50K
## 1966               United-States  <=50K
## 1967               United-States  <=50K
## 1968               United-States  <=50K
## 1969               United-States  <=50K
## 1970                       South   >50K
## 1971               United-States  <=50K
## 1972               United-States  <=50K
## 1973               United-States   >50K
## 1974                     Germany  <=50K
## 1975               United-States  <=50K
## 1976                    Cambodia   >50K
## 1977               United-States  <=50K
## 1978               United-States  <=50K
## 1979               United-States   >50K
## 1980               United-States  <=50K
## 1981               United-States  <=50K
## 1982               United-States   >50K
## 1983               United-States  <=50K
## 1984               United-States   >50K
## 1985               United-States   >50K
## 1986               United-States  <=50K
## 1987               United-States   >50K
## 1988               United-States  <=50K
## 1989               United-States  <=50K
## 1990               United-States  <=50K
## 1991                           ?  <=50K
## 1992               United-States  <=50K
## 1993               United-States   >50K
## 1994               United-States  <=50K
## 1995               United-States   >50K
## 1996               United-States  <=50K
## 1997               United-States   >50K
## 1998               United-States  <=50K
## 1999               United-States   >50K
## 2000               United-States  <=50K
## 2001               United-States  <=50K
## 2002               United-States  <=50K
## 2003               United-States  <=50K
## 2004               United-States   >50K
## 2005               United-States  <=50K
## 2006               United-States  <=50K
## 2007                     Jamaica  <=50K
## 2008               United-States  <=50K
## 2009               United-States  <=50K
## 2010               United-States  <=50K
## 2011               United-States  <=50K
## 2012               United-States  <=50K
## 2013               United-States  <=50K
## 2014               United-States  <=50K
## 2015               United-States  <=50K
## 2016                           ?  <=50K
## 2017               United-States  <=50K
## 2018               United-States  <=50K
## 2019                        Cuba   >50K
## 2020               United-States  <=50K
## 2021               United-States  <=50K
## 2022                     England  <=50K
## 2023                   Nicaragua  <=50K
## 2024               United-States  <=50K
## 2025               United-States  <=50K
## 2026               United-States  <=50K
## 2027               United-States   >50K
## 2028               United-States  <=50K
## 2029               United-States  <=50K
## 2030               United-States  <=50K
## 2031               United-States   >50K
## 2032               United-States   >50K
## 2033               United-States  <=50K
## 2034               United-States  <=50K
## 2035               United-States  <=50K
## 2036               United-States  <=50K
## 2037               United-States  <=50K
## 2038               United-States  <=50K
## 2039               United-States  <=50K
## 2040               United-States   >50K
## 2041               United-States  <=50K
## 2042               United-States  <=50K
## 2043               United-States  <=50K
## 2044               United-States   >50K
## 2045               United-States  <=50K
## 2046               United-States  <=50K
## 2047               United-States  <=50K
## 2048               United-States  <=50K
## 2049               United-States   >50K
## 2050               United-States  <=50K
## 2051               United-States  <=50K
## 2052               United-States   >50K
## 2053               United-States  <=50K
## 2054                      Mexico  <=50K
## 2055               United-States  <=50K
## 2056               United-States  <=50K
## 2057               United-States   >50K
## 2058               United-States  <=50K
## 2059               United-States  <=50K
## 2060                      Mexico  <=50K
## 2061               United-States  <=50K
## 2062               United-States  <=50K
## 2063               United-States  <=50K
## 2064               United-States   >50K
## 2065               United-States  <=50K
## 2066                      Mexico  <=50K
## 2067               United-States   >50K
## 2068               United-States  <=50K
## 2069               United-States   >50K
## 2070               United-States  <=50K
## 2071               United-States  <=50K
## 2072               United-States  <=50K
## 2073               United-States  <=50K
## 2074               United-States   >50K
## 2075               United-States   >50K
## 2076               United-States  <=50K
## 2077               United-States  <=50K
## 2078               United-States  <=50K
## 2079               United-States  <=50K
## 2080               United-States  <=50K
## 2081               United-States  <=50K
## 2082               United-States   >50K
## 2083               United-States  <=50K
## 2084               United-States  <=50K
## 2085                    Honduras  <=50K
## 2086               United-States   >50K
## 2087               United-States   >50K
## 2088               United-States  <=50K
## 2089               United-States   >50K
## 2090               United-States   >50K
## 2091               United-States   >50K
## 2092               United-States  <=50K
## 2093               United-States  <=50K
## 2094               United-States   >50K
## 2095               United-States  <=50K
## 2096               United-States   >50K
## 2097                       Japan  <=50K
## 2098               United-States  <=50K
## 2099               United-States   >50K
## 2100                           ?  <=50K
## 2101               United-States   >50K
## 2102               United-States  <=50K
## 2103               United-States  <=50K
## 2104               United-States   >50K
## 2105                           ?  <=50K
## 2106               United-States  <=50K
## 2107               United-States   >50K
## 2108          Dominican-Republic  <=50K
## 2109               United-States  <=50K
## 2110               United-States   >50K
## 2111               United-States   >50K
## 2112               United-States  <=50K
## 2113               United-States   >50K
## 2114               United-States  <=50K
## 2115               United-States  <=50K
## 2116               United-States  <=50K
## 2117               United-States  <=50K
## 2118               United-States  <=50K
## 2119               United-States  <=50K
## 2120               United-States  <=50K
## 2121               United-States  <=50K
## 2122               United-States  <=50K
## 2123               United-States  <=50K
## 2124               United-States  <=50K
## 2125                 El-Salvador  <=50K
## 2126               United-States  <=50K
## 2127               United-States  <=50K
## 2128               United-States  <=50K
## 2129                     Jamaica   >50K
## 2130               United-States  <=50K
## 2131                       India  <=50K
## 2132               United-States  <=50K
## 2133               United-States  <=50K
## 2134               United-States  <=50K
## 2135               United-States  <=50K
## 2136               United-States  <=50K
## 2137               United-States  <=50K
## 2138                 Puerto-Rico  <=50K
## 2139               United-States  <=50K
## 2140               United-States   >50K
## 2141               United-States  <=50K
## 2142               United-States  <=50K
## 2143               United-States  <=50K
## 2144               United-States  <=50K
## 2145                 Puerto-Rico  <=50K
## 2146               United-States  <=50K
## 2147               United-States  <=50K
## 2148               United-States  <=50K
## 2149               United-States  <=50K
## 2150               United-States  <=50K
## 2151               United-States  <=50K
## 2152               United-States  <=50K
## 2153               United-States  <=50K
## 2154               United-States   >50K
## 2155               United-States  <=50K
## 2156               United-States  <=50K
## 2157               United-States  <=50K
## 2158               United-States   >50K
## 2159               United-States   >50K
## 2160                       Italy   >50K
## 2161               United-States   >50K
## 2162               United-States  <=50K
## 2163               United-States  <=50K
## 2164               United-States  <=50K
## 2165               United-States   >50K
## 2166               United-States  <=50K
## 2167               United-States  <=50K
## 2168               United-States   >50K
## 2169               United-States  <=50K
## 2170               United-States  <=50K
## 2171               United-States  <=50K
## 2172               United-States  <=50K
## 2173               United-States  <=50K
## 2174               United-States  <=50K
## 2175               United-States  <=50K
## 2176               United-States   >50K
## 2177               United-States  <=50K
## 2178               United-States  <=50K
## 2179               United-States   >50K
## 2180               United-States   >50K
## 2181               United-States   >50K
## 2182                           ?   >50K
## 2183               United-States   >50K
## 2184               United-States  <=50K
## 2185               United-States   >50K
## 2186               United-States  <=50K
## 2187               United-States  <=50K
## 2188               United-States  <=50K
## 2189               United-States  <=50K
## 2190               United-States  <=50K
## 2191               United-States   >50K
## 2192               United-States  <=50K
## 2193               United-States  <=50K
## 2194                      Mexico  <=50K
## 2195               United-States  <=50K
## 2196               United-States  <=50K
## 2197               United-States   >50K
## 2198               United-States  <=50K
## 2199               United-States   >50K
## 2200               United-States  <=50K
## 2201               United-States  <=50K
## 2202               United-States  <=50K
## 2203               United-States  <=50K
## 2204               United-States  <=50K
## 2205               United-States  <=50K
## 2206               United-States   >50K
## 2207               United-States   >50K
## 2208               United-States  <=50K
## 2209                       South  <=50K
## 2210               United-States  <=50K
## 2211               United-States  <=50K
## 2212               United-States  <=50K
## 2213               United-States  <=50K
## 2214               United-States   >50K
## 2215               United-States  <=50K
## 2216               United-States   >50K
## 2217               United-States  <=50K
## 2218               United-States   >50K
## 2219               United-States  <=50K
## 2220                      Mexico  <=50K
## 2221               United-States  <=50K
## 2222               United-States  <=50K
## 2223               United-States  <=50K
## 2224               United-States  <=50K
## 2225               United-States  <=50K
## 2226               United-States  <=50K
## 2227               United-States  <=50K
## 2228               United-States   >50K
## 2229               United-States   >50K
## 2230                        Cuba  <=50K
## 2231               United-States   >50K
## 2232               United-States  <=50K
## 2233               United-States  <=50K
## 2234                     Germany   >50K
## 2235               United-States  <=50K
## 2236               United-States  <=50K
## 2237               United-States   >50K
## 2238               United-States   >50K
## 2239               United-States  <=50K
## 2240               United-States  <=50K
## 2241               United-States   >50K
## 2242               United-States  <=50K
## 2243               United-States   >50K
## 2244               United-States   >50K
## 2245               United-States  <=50K
## 2246               United-States   >50K
## 2247               United-States  <=50K
## 2248               United-States  <=50K
## 2249               United-States  <=50K
## 2250                 Philippines   >50K
## 2251               United-States  <=50K
## 2252               United-States  <=50K
## 2253               United-States   >50K
## 2254               United-States  <=50K
## 2255               United-States   >50K
## 2256               United-States  <=50K
## 2257               United-States  <=50K
## 2258               United-States  <=50K
## 2259               United-States   >50K
## 2260                     Vietnam  <=50K
## 2261               United-States  <=50K
## 2262               United-States  <=50K
## 2263               United-States  <=50K
## 2264               United-States  <=50K
## 2265               United-States  <=50K
## 2266               United-States   >50K
## 2267                      Mexico  <=50K
## 2268               United-States  <=50K
## 2269                      Poland  <=50K
## 2270               United-States  <=50K
## 2271               United-States  <=50K
## 2272               United-States  <=50K
## 2273               United-States  <=50K
## 2274               United-States  <=50K
## 2275               United-States  <=50K
## 2276               United-States  <=50K
## 2277               United-States  <=50K
## 2278               United-States  <=50K
## 2279               United-States  <=50K
## 2280               United-States  <=50K
## 2281               United-States  <=50K
## 2282               United-States  <=50K
## 2283                      Mexico   >50K
## 2284               United-States  <=50K
## 2285                      Canada  <=50K
## 2286               United-States  <=50K
## 2287                      Taiwan   >50K
## 2288               United-States   >50K
## 2289                       Haiti  <=50K
## 2290               United-States  <=50K
## 2291               United-States  <=50K
## 2292               United-States  <=50K
## 2293               United-States  <=50K
## 2294               United-States   >50K
## 2295               United-States  <=50K
## 2296               United-States  <=50K
## 2297               United-States  <=50K
## 2298               United-States  <=50K
## 2299               United-States  <=50K
## 2300               United-States  <=50K
## 2301               United-States  <=50K
## 2302               United-States  <=50K
## 2303               United-States  <=50K
## 2304               United-States  <=50K
## 2305               United-States   >50K
## 2306               United-States   >50K
## 2307               United-States  <=50K
## 2308               United-States  <=50K
## 2309               United-States   >50K
## 2310               United-States  <=50K
## 2311               United-States  <=50K
## 2312               United-States   >50K
## 2313               United-States   >50K
## 2314               United-States  <=50K
## 2315               United-States  <=50K
## 2316               United-States  <=50K
## 2317               United-States  <=50K
## 2318               United-States  <=50K
## 2319               United-States   >50K
## 2320               United-States   >50K
## 2321               United-States  <=50K
## 2322               United-States   >50K
## 2323               United-States  <=50K
## 2324                       China  <=50K
## 2325               United-States   >50K
## 2326               United-States   >50K
## 2327               United-States  <=50K
## 2328                      Canada  <=50K
## 2329               United-States  <=50K
## 2330               United-States  <=50K
## 2331                 Philippines   >50K
## 2332               United-States  <=50K
## 2333               United-States   >50K
## 2334               United-States  <=50K
## 2335               United-States   >50K
## 2336               United-States  <=50K
## 2337                   Guatemala  <=50K
## 2338               United-States  <=50K
## 2339               United-States  <=50K
## 2340                      Taiwan   >50K
## 2341               United-States  <=50K
## 2342                      Canada  <=50K
## 2343                      Mexico  <=50K
## 2344               United-States  <=50K
## 2345               United-States   >50K
## 2346               United-States   >50K
## 2347               United-States  <=50K
## 2348               United-States  <=50K
## 2349               United-States   >50K
## 2350               United-States  <=50K
## 2351               United-States  <=50K
## 2352               United-States   >50K
## 2353               United-States   >50K
## 2354                     England  <=50K
## 2355               United-States  <=50K
## 2356               United-States  <=50K
## 2357               United-States  <=50K
## 2358               United-States   >50K
## 2359               United-States  <=50K
## 2360               United-States  <=50K
## 2361               United-States  <=50K
## 2362               United-States   >50K
## 2363               United-States   >50K
## 2364               United-States  <=50K
## 2365               United-States  <=50K
## 2366               United-States  <=50K
## 2367               United-States  <=50K
## 2368               United-States   >50K
## 2369               United-States  <=50K
## 2370                      Mexico  <=50K
## 2371               United-States  <=50K
## 2372                           ?  <=50K
## 2373               United-States  <=50K
## 2374                      Poland  <=50K
## 2375                     England  <=50K
## 2376               United-States  <=50K
## 2377               United-States  <=50K
## 2378                     England   >50K
## 2379               United-States  <=50K
## 2380               United-States  <=50K
## 2381               United-States  <=50K
## 2382               United-States  <=50K
## 2383               United-States  <=50K
## 2384               United-States  <=50K
## 2385               United-States  <=50K
## 2386               United-States   >50K
## 2387               United-States   >50K
## 2388               United-States  <=50K
## 2389               United-States  <=50K
## 2390               United-States  <=50K
## 2391                      Canada   >50K
## 2392               United-States  <=50K
## 2393               United-States  <=50K
## 2394               United-States  <=50K
## 2395               United-States  <=50K
## 2396               United-States  <=50K
## 2397               United-States   >50K
## 2398               United-States  <=50K
## 2399               United-States  <=50K
## 2400               United-States  <=50K
## 2401               United-States  <=50K
## 2402               United-States  <=50K
## 2403               United-States  <=50K
## 2404               United-States   >50K
## 2405               United-States  <=50K
## 2406               United-States  <=50K
## 2407               United-States   >50K
## 2408               United-States  <=50K
## 2409               United-States  <=50K
## 2410               United-States  <=50K
## 2411                      Mexico  <=50K
## 2412               United-States  <=50K
## 2413                 Philippines  <=50K
## 2414               United-States  <=50K
## 2415               United-States   >50K
## 2416               United-States   >50K
## 2417               United-States  <=50K
## 2418               United-States  <=50K
## 2419               United-States  <=50K
## 2420               United-States  <=50K
## 2421               United-States   >50K
## 2422               United-States  <=50K
## 2423               United-States  <=50K
## 2424               United-States  <=50K
## 2425               United-States  <=50K
## 2426               United-States   >50K
## 2427                      Greece   >50K
## 2428               United-States  <=50K
## 2429               United-States  <=50K
## 2430               United-States  <=50K
## 2431               United-States   >50K
## 2432               United-States   >50K
## 2433                       China  <=50K
## 2434               United-States   >50K
## 2435               United-States  <=50K
## 2436               United-States  <=50K
## 2437               United-States  <=50K
## 2438               United-States  <=50K
## 2439               United-States  <=50K
## 2440               United-States  <=50K
## 2441               United-States  <=50K
## 2442             Trinadad&Tobago  <=50K
## 2443               United-States  <=50K
## 2444               United-States  <=50K
## 2445               United-States  <=50K
## 2446               United-States  <=50K
## 2447                      Mexico  <=50K
## 2448               United-States  <=50K
## 2449               United-States  <=50K
## 2450               United-States  <=50K
## 2451               United-States  <=50K
## 2452               United-States  <=50K
## 2453               United-States  <=50K
## 2454               United-States  <=50K
## 2455               United-States  <=50K
## 2456               United-States  <=50K
## 2457               United-States  <=50K
## 2458               United-States  <=50K
## 2459               United-States  <=50K
## 2460               United-States  <=50K
## 2461               United-States   >50K
## 2462               United-States  <=50K
## 2463               United-States   >50K
## 2464               United-States  <=50K
## 2465               United-States  <=50K
## 2466               United-States   >50K
## 2467               United-States  <=50K
## 2468               United-States  <=50K
## 2469               United-States  <=50K
## 2470          Dominican-Republic   >50K
## 2471               United-States   >50K
## 2472               United-States  <=50K
## 2473                      Canada   >50K
## 2474               United-States   >50K
## 2475               United-States  <=50K
## 2476               United-States  <=50K
## 2477               United-States  <=50K
## 2478               United-States  <=50K
## 2479               United-States  <=50K
## 2480               United-States  <=50K
## 2481               United-States  <=50K
## 2482               United-States   >50K
## 2483               United-States  <=50K
## 2484               United-States  <=50K
## 2485               United-States   >50K
## 2486               United-States  <=50K
## 2487               United-States  <=50K
## 2488               United-States  <=50K
## 2489               United-States  <=50K
## 2490               United-States  <=50K
## 2491               United-States  <=50K
## 2492               United-States  <=50K
## 2493               United-States  <=50K
## 2494               United-States  <=50K
## 2495               United-States  <=50K
## 2496               United-States   >50K
## 2497               United-States  <=50K
## 2498               United-States   >50K
## 2499               United-States   >50K
## 2500               United-States  <=50K
## 2501               United-States  <=50K
## 2502               United-States  <=50K
## 2503                 Puerto-Rico  <=50K
## 2504               United-States  <=50K
## 2505               United-States  <=50K
## 2506               United-States   >50K
## 2507               United-States  <=50K
## 2508               United-States  <=50K
## 2509               United-States   >50K
## 2510               United-States   >50K
## 2511               United-States  <=50K
## 2512               United-States  <=50K
## 2513                           ?   >50K
## 2514                           ?  <=50K
## 2515               United-States   >50K
## 2516               United-States  <=50K
## 2517               United-States  <=50K
## 2518               United-States   >50K
## 2519                           ?  <=50K
## 2520               United-States  <=50K
## 2521               United-States   >50K
## 2522               United-States  <=50K
## 2523               United-States  <=50K
## 2524               United-States  <=50K
## 2525               United-States  <=50K
## 2526               United-States  <=50K
## 2527               United-States  <=50K
## 2528               United-States  <=50K
## 2529               United-States  <=50K
## 2530               United-States   >50K
## 2531               United-States  <=50K
## 2532               United-States  <=50K
## 2533               United-States  <=50K
## 2534               United-States  <=50K
## 2535               United-States  <=50K
## 2536               United-States  <=50K
## 2537               United-States  <=50K
## 2538               United-States  <=50K
## 2539               United-States   >50K
## 2540               United-States  <=50K
## 2541               United-States  <=50K
## 2542               United-States   >50K
## 2543               United-States  <=50K
## 2544               United-States  <=50K
## 2545               United-States  <=50K
## 2546               United-States  <=50K
## 2547               United-States   >50K
## 2548               United-States  <=50K
## 2549               United-States  <=50K
## 2550                           ?  <=50K
## 2551               United-States  <=50K
## 2552               United-States  <=50K
## 2553               United-States  <=50K
## 2554               United-States  <=50K
## 2555               United-States  <=50K
## 2556               United-States  <=50K
## 2557               United-States   >50K
## 2558               United-States  <=50K
## 2559                       India  <=50K
## 2560               United-States  <=50K
## 2561               United-States   >50K
## 2562                       Haiti  <=50K
## 2563               United-States  <=50K
## 2564               United-States  <=50K
## 2565               United-States  <=50K
## 2566               United-States  <=50K
## 2567               United-States  <=50K
## 2568               United-States  <=50K
## 2569               United-States  <=50K
## 2570               United-States   >50K
## 2571               United-States   >50K
## 2572               United-States  <=50K
## 2573                           ?  <=50K
## 2574               United-States  <=50K
## 2575               United-States   >50K
## 2576               United-States  <=50K
## 2577               United-States   >50K
## 2578               United-States  <=50K
## 2579               United-States   >50K
## 2580               United-States  <=50K
## 2581               United-States   >50K
## 2582          Dominican-Republic  <=50K
## 2583               United-States  <=50K
## 2584               United-States   >50K
## 2585                    Portugal  <=50K
## 2586               United-States  <=50K
## 2587                     Germany  <=50K
## 2588                           ?  <=50K
## 2589               United-States   >50K
## 2590               United-States   >50K
## 2591                 Philippines  <=50K
## 2592                           ?  <=50K
## 2593               United-States  <=50K
## 2594               United-States   >50K
## 2595               United-States  <=50K
## 2596               United-States  <=50K
## 2597               United-States  <=50K
## 2598               United-States   >50K
## 2599               United-States   >50K
## 2600               United-States   >50K
## 2601               United-States  <=50K
## 2602               United-States  <=50K
## 2603               United-States  <=50K
## 2604               United-States   >50K
## 2605               United-States  <=50K
## 2606               United-States  <=50K
## 2607               United-States  <=50K
## 2608               United-States   >50K
## 2609               United-States  <=50K
## 2610               United-States  <=50K
## 2611               United-States  <=50K
## 2612               United-States  <=50K
## 2613               United-States  <=50K
## 2614               United-States  <=50K
## 2615               United-States   >50K
## 2616               United-States  <=50K
## 2617                      Mexico  <=50K
## 2618               United-States  <=50K
## 2619               United-States   >50K
## 2620               United-States  <=50K
## 2621               United-States   >50K
## 2622               United-States  <=50K
## 2623               United-States  <=50K
## 2624               United-States  <=50K
## 2625               United-States   >50K
## 2626               United-States  <=50K
## 2627               United-States   >50K
## 2628               United-States  <=50K
## 2629               United-States  <=50K
## 2630               United-States  <=50K
## 2631               United-States  <=50K
## 2632               United-States   >50K
## 2633               United-States  <=50K
## 2634               United-States   >50K
## 2635               United-States  <=50K
## 2636               United-States  <=50K
## 2637               United-States  <=50K
## 2638               United-States   >50K
## 2639               United-States   >50K
## 2640                           ?  <=50K
## 2641               United-States  <=50K
## 2642               United-States  <=50K
## 2643               United-States  <=50K
## 2644               United-States   >50K
## 2645               United-States  <=50K
## 2646               United-States  <=50K
## 2647                   Nicaragua  <=50K
## 2648          Dominican-Republic  <=50K
## 2649               United-States  <=50K
## 2650               United-States  <=50K
## 2651               United-States  <=50K
## 2652               United-States  <=50K
## 2653                        Iran   >50K
## 2654                     Vietnam  <=50K
## 2655               United-States  <=50K
## 2656                        Hong  <=50K
## 2657               United-States  <=50K
## 2658               United-States  <=50K
## 2659               United-States  <=50K
## 2660                    Columbia  <=50K
## 2661               United-States   >50K
## 2662               United-States  <=50K
## 2663               United-States  <=50K
## 2664               United-States   >50K
## 2665               United-States   >50K
## 2666               United-States   >50K
## 2667               United-States  <=50K
## 2668                      Mexico  <=50K
## 2669                        Cuba  <=50K
## 2670               United-States   >50K
## 2671               United-States   >50K
## 2672               United-States  <=50K
## 2673               United-States  <=50K
## 2674               United-States  <=50K
## 2675                      Mexico  <=50K
## 2676               United-States  <=50K
## 2677               United-States  <=50K
## 2678               United-States  <=50K
## 2679               United-States  <=50K
## 2680               United-States  <=50K
## 2681                 El-Salvador  <=50K
## 2682               United-States  <=50K
## 2683               United-States  <=50K
## 2684               United-States   >50K
## 2685               United-States  <=50K
## 2686               United-States  <=50K
## 2687               United-States  <=50K
## 2688               United-States   >50K
## 2689               United-States  <=50K
## 2690               United-States  <=50K
## 2691               United-States  <=50K
## 2692               United-States  <=50K
## 2693               United-States  <=50K
## 2694               United-States  <=50K
## 2695               United-States  <=50K
## 2696               United-States   >50K
## 2697               United-States  <=50K
## 2698               United-States  <=50K
## 2699               United-States  <=50K
## 2700               United-States  <=50K
## 2701               United-States  <=50K
## 2702               United-States  <=50K
## 2703               United-States  <=50K
## 2704               United-States  <=50K
## 2705               United-States  <=50K
## 2706               United-States  <=50K
## 2707               United-States  <=50K
## 2708               United-States   >50K
## 2709               United-States  <=50K
## 2710               United-States  <=50K
## 2711               United-States   >50K
## 2712               United-States  <=50K
## 2713               United-States  <=50K
## 2714               United-States   >50K
## 2715               United-States  <=50K
## 2716               United-States  <=50K
## 2717               United-States   >50K
## 2718                           ?  <=50K
## 2719               United-States  <=50K
## 2720               United-States   >50K
## 2721               United-States  <=50K
## 2722               United-States   >50K
## 2723                      Mexico  <=50K
## 2724               United-States  <=50K
## 2725               United-States   >50K
## 2726               United-States   >50K
## 2727               United-States   >50K
## 2728               United-States  <=50K
## 2729               United-States  <=50K
## 2730               United-States  <=50K
## 2731               United-States  <=50K
## 2732               United-States   >50K
## 2733               United-States  <=50K
## 2734               United-States  <=50K
## 2735               United-States   >50K
## 2736                           ?  <=50K
## 2737               United-States   >50K
## 2738               United-States  <=50K
## 2739               United-States   >50K
## 2740               United-States  <=50K
## 2741               United-States   >50K
## 2742               United-States  <=50K
## 2743               United-States  <=50K
## 2744               United-States  <=50K
## 2745               United-States   >50K
## 2746               United-States  <=50K
## 2747               United-States  <=50K
## 2748               United-States  <=50K
## 2749               United-States  <=50K
## 2750                   Nicaragua  <=50K
## 2751               United-States  <=50K
## 2752               United-States  <=50K
## 2753                      Greece   >50K
## 2754               United-States   >50K
## 2755               United-States  <=50K
## 2756                      Mexico  <=50K
## 2757               United-States   >50K
## 2758               United-States  <=50K
## 2759               United-States  <=50K
## 2760               United-States   >50K
## 2761               United-States  <=50K
## 2762               United-States  <=50K
## 2763               United-States   >50K
## 2764               United-States  <=50K
## 2765               United-States  <=50K
## 2766               United-States  <=50K
## 2767               United-States  <=50K
## 2768                      Canada   >50K
## 2769               United-States  <=50K
## 2770               United-States  <=50K
## 2771               United-States  <=50K
## 2772               United-States  <=50K
## 2773               United-States  <=50K
## 2774               United-States  <=50K
## 2775               United-States   >50K
## 2776                           ?   >50K
## 2777               United-States  <=50K
## 2778               United-States  <=50K
## 2779               United-States  <=50K
## 2780                      Greece  <=50K
## 2781               United-States  <=50K
## 2782               United-States   >50K
## 2783               United-States  <=50K
## 2784               United-States   >50K
## 2785               United-States  <=50K
## 2786               United-States  <=50K
## 2787               United-States  <=50K
## 2788               United-States  <=50K
## 2789                     Germany  <=50K
## 2790               United-States  <=50K
## 2791                        Cuba  <=50K
## 2792               United-States  <=50K
## 2793               United-States  <=50K
## 2794               United-States  <=50K
## 2795                           ?  <=50K
## 2796               United-States  <=50K
## 2797               United-States   >50K
## 2798               United-States  <=50K
## 2799               United-States  <=50K
## 2800               United-States  <=50K
## 2801               United-States   >50K
## 2802               United-States  <=50K
## 2803               United-States  <=50K
## 2804               United-States  <=50K
## 2805               United-States  <=50K
## 2806               United-States  <=50K
## 2807               United-States  <=50K
## 2808               United-States  <=50K
## 2809               United-States  <=50K
## 2810               United-States  <=50K
## 2811               United-States  <=50K
## 2812               United-States  <=50K
## 2813               United-States  <=50K
## 2814               United-States  <=50K
## 2815               United-States  <=50K
## 2816                      Mexico  <=50K
## 2817               United-States  <=50K
## 2818                      Mexico   >50K
## 2819               United-States  <=50K
## 2820               United-States  <=50K
## 2821               United-States  <=50K
## 2822               United-States  <=50K
## 2823               United-States  <=50K
## 2824               United-States  <=50K
## 2825               United-States  <=50K
## 2826               United-States  <=50K
## 2827               United-States  <=50K
## 2828               United-States  <=50K
## 2829               United-States   >50K
## 2830               United-States   >50K
## 2831               United-States  <=50K
## 2832               United-States  <=50K
## 2833               United-States   >50K
## 2834               United-States   >50K
## 2835                       Japan  <=50K
## 2836               United-States  <=50K
## 2837               United-States  <=50K
## 2838               United-States  <=50K
## 2839               United-States  <=50K
## 2840               United-States  <=50K
## 2841               United-States   >50K
## 2842               United-States  <=50K
## 2843               United-States  <=50K
## 2844               United-States   >50K
## 2845               United-States   >50K
## 2846               United-States   >50K
## 2847               United-States  <=50K
## 2848               United-States  <=50K
## 2849               United-States   >50K
## 2850               United-States  <=50K
## 2851               United-States  <=50K
## 2852               United-States  <=50K
## 2853               United-States  <=50K
## 2854               United-States  <=50K
## 2855               United-States  <=50K
## 2856               United-States  <=50K
## 2857               United-States  <=50K
## 2858                      Canada  <=50K
## 2859               United-States  <=50K
## 2860               United-States   >50K
## 2861               United-States   >50K
## 2862                 El-Salvador  <=50K
## 2863               United-States  <=50K
## 2864               United-States  <=50K
## 2865               United-States  <=50K
## 2866               United-States  <=50K
## 2867               United-States  <=50K
## 2868               United-States  <=50K
## 2869               United-States  <=50K
## 2870               United-States  <=50K
## 2871               United-States  <=50K
## 2872               United-States   >50K
## 2873               United-States  <=50K
## 2874               United-States  <=50K
## 2875               United-States   >50K
## 2876               United-States  <=50K
## 2877                      Mexico  <=50K
## 2878               United-States  <=50K
## 2879               United-States  <=50K
## 2880               United-States  <=50K
## 2881               United-States  <=50K
## 2882               United-States  <=50K
## 2883               United-States  <=50K
## 2884               United-States   >50K
## 2885               United-States  <=50K
## 2886               United-States  <=50K
## 2887               United-States   >50K
## 2888               United-States  <=50K
## 2889               United-States  <=50K
## 2890               United-States  <=50K
## 2891               United-States  <=50K
## 2892                 Puerto-Rico  <=50K
## 2893               United-States  <=50K
## 2894               United-States  <=50K
## 2895               United-States   >50K
## 2896               United-States  <=50K
## 2897               United-States   >50K
## 2898               United-States  <=50K
## 2899                      Taiwan  <=50K
## 2900                     Germany  <=50K
## 2901                       Italy   >50K
## 2902               United-States   >50K
## 2903               United-States  <=50K
## 2904               United-States  <=50K
## 2905               United-States  <=50K
## 2906               United-States  <=50K
## 2907               United-States  <=50K
## 2908               United-States  <=50K
## 2909               United-States  <=50K
## 2910                           ?   >50K
## 2911               United-States  <=50K
## 2912               United-States  <=50K
## 2913               United-States  <=50K
## 2914               United-States  <=50K
## 2915               United-States  <=50K
## 2916               United-States  <=50K
## 2917               United-States  <=50K
## 2918               United-States   >50K
## 2919               United-States  <=50K
## 2920               United-States   >50K
## 2921               United-States  <=50K
## 2922               United-States  <=50K
## 2923               United-States  <=50K
## 2924               United-States  <=50K
## 2925                      Canada  <=50K
## 2926               United-States   >50K
## 2927                           ?  <=50K
## 2928               United-States  <=50K
## 2929               United-States  <=50K
## 2930               United-States  <=50K
## 2931               United-States  <=50K
## 2932               United-States  <=50K
## 2933               United-States  <=50K
## 2934                       Italy   >50K
## 2935               United-States  <=50K
## 2936               United-States  <=50K
## 2937               United-States  <=50K
## 2938               United-States  <=50K
## 2939               United-States  <=50K
## 2940               United-States  <=50K
## 2941               United-States  <=50K
## 2942               United-States   >50K
## 2943               United-States  <=50K
## 2944               United-States  <=50K
## 2945               United-States  <=50K
## 2946               United-States  <=50K
## 2947                      Mexico  <=50K
## 2948               United-States  <=50K
## 2949               United-States   >50K
## 2950               United-States  <=50K
## 2951               United-States   >50K
## 2952               United-States  <=50K
## 2953               United-States  <=50K
## 2954               United-States  <=50K
## 2955               United-States  <=50K
## 2956               United-States  <=50K
## 2957               United-States   >50K
## 2958               United-States  <=50K
## 2959               United-States  <=50K
## 2960               United-States  <=50K
## 2961               United-States  <=50K
## 2962               United-States  <=50K
## 2963               United-States   >50K
## 2964               United-States  <=50K
## 2965               United-States  <=50K
## 2966               United-States   >50K
## 2967                     Ireland  <=50K
## 2968               United-States  <=50K
## 2969               United-States   >50K
## 2970               United-States  <=50K
## 2971                      Mexico  <=50K
## 2972               United-States   >50K
## 2973               United-States  <=50K
## 2974               United-States   >50K
## 2975               United-States  <=50K
## 2976               United-States  <=50K
## 2977               United-States  <=50K
## 2978               United-States   >50K
## 2979               United-States  <=50K
## 2980               United-States  <=50K
## 2981               United-States   >50K
## 2982               United-States  <=50K
## 2983               United-States  <=50K
## 2984               United-States  <=50K
## 2985               United-States  <=50K
## 2986               United-States  <=50K
## 2987               United-States   >50K
## 2988               United-States  <=50K
## 2989               United-States  <=50K
## 2990                       India  <=50K
## 2991               United-States  <=50K
## 2992               United-States  <=50K
## 2993                    Columbia  <=50K
## 2994               United-States  <=50K
## 2995                       Japan  <=50K
## 2996               United-States  <=50K
## 2997               United-States  <=50K
## 2998               United-States  <=50K
## 2999                      Mexico  <=50K
## 3000               United-States  <=50K
## 3001               United-States  <=50K
## 3002               United-States  <=50K
## 3003               United-States  <=50K
## 3004               United-States  <=50K
## 3005               United-States  <=50K
## 3006               United-States  <=50K
## 3007               United-States  <=50K
## 3008               United-States  <=50K
## 3009               United-States  <=50K
## 3010               United-States  <=50K
## 3011               United-States  <=50K
## 3012               United-States   >50K
## 3013               United-States   >50K
## 3014               United-States   >50K
## 3015               United-States   >50K
## 3016               United-States  <=50K
## 3017               United-States  <=50K
## 3018               United-States   >50K
## 3019               United-States  <=50K
## 3020               United-States  <=50K
## 3021               United-States   >50K
## 3022                 Philippines   >50K
## 3023               United-States   >50K
## 3024                           ?  <=50K
## 3025               United-States  <=50K
## 3026                     England  <=50K
## 3027               United-States  <=50K
## 3028               United-States   >50K
## 3029               United-States  <=50K
## 3030               United-States  <=50K
## 3031               United-States  <=50K
## 3032               United-States  <=50K
## 3033               United-States   >50K
## 3034               United-States  <=50K
## 3035               United-States  <=50K
## 3036               United-States   >50K
## 3037               United-States  <=50K
## 3038               United-States  <=50K
## 3039               United-States  <=50K
## 3040               United-States   >50K
## 3041               United-States   >50K
## 3042               United-States  <=50K
## 3043               United-States  <=50K
## 3044                      Mexico  <=50K
## 3045               United-States  <=50K
## 3046               United-States  <=50K
## 3047               United-States  <=50K
## 3048               United-States  <=50K
## 3049               United-States  <=50K
## 3050               United-States   >50K
## 3051               United-States   >50K
## 3052               United-States  <=50K
## 3053               United-States   >50K
## 3054               United-States  <=50K
## 3055               United-States  <=50K
## 3056               United-States  <=50K
## 3057               United-States   >50K
## 3058               United-States  <=50K
## 3059               United-States  <=50K
## 3060               United-States  <=50K
## 3061               United-States  <=50K
## 3062               United-States  <=50K
## 3063               United-States  <=50K
## 3064               United-States  <=50K
## 3065                       Japan   >50K
## 3066               United-States  <=50K
## 3067               United-States  <=50K
## 3068               United-States  <=50K
## 3069               United-States  <=50K
## 3070               United-States  <=50K
## 3071               United-States  <=50K
## 3072               United-States   >50K
## 3073               United-States  <=50K
## 3074               United-States  <=50K
## 3075               United-States  <=50K
## 3076               United-States  <=50K
## 3077               United-States  <=50K
## 3078               United-States   >50K
## 3079               United-States  <=50K
## 3080               United-States   >50K
## 3081               United-States   >50K
## 3082               United-States  <=50K
## 3083               United-States  <=50K
## 3084               United-States  <=50K
## 3085               United-States  <=50K
## 3086               United-States  <=50K
## 3087               United-States  <=50K
## 3088               United-States  <=50K
## 3089               United-States  <=50K
## 3090               United-States   >50K
## 3091               United-States  <=50K
## 3092               United-States   >50K
## 3093               United-States  <=50K
## 3094               United-States   >50K
## 3095               United-States  <=50K
## 3096               United-States   >50K
## 3097               United-States  <=50K
## 3098               United-States  <=50K
## 3099               United-States  <=50K
## 3100               United-States  <=50K
## 3101               United-States  <=50K
## 3102               United-States  <=50K
## 3103               United-States  <=50K
## 3104               United-States  <=50K
## 3105               United-States  <=50K
## 3106               United-States   >50K
## 3107               United-States   >50K
## 3108                           ?   >50K
## 3109               United-States   >50K
## 3110               United-States  <=50K
## 3111               United-States  <=50K
## 3112               United-States   >50K
## 3113               United-States  <=50K
## 3114               United-States   >50K
## 3115               United-States  <=50K
## 3116                      Poland  <=50K
## 3117               United-States  <=50K
## 3118               United-States  <=50K
## 3119                      Mexico  <=50K
## 3120               United-States  <=50K
## 3121               United-States  <=50K
## 3122               United-States  <=50K
## 3123               United-States   >50K
## 3124               United-States  <=50K
## 3125               United-States  <=50K
## 3126               United-States   >50K
## 3127               United-States  <=50K
## 3128               United-States  <=50K
## 3129               United-States  <=50K
## 3130               United-States   >50K
## 3131               United-States  <=50K
## 3132                           ?  <=50K
## 3133               United-States  <=50K
## 3134               United-States   >50K
## 3135               United-States   >50K
## 3136               United-States  <=50K
## 3137               United-States  <=50K
## 3138               United-States   >50K
## 3139               United-States  <=50K
## 3140               United-States  <=50K
## 3141               United-States   >50K
## 3142               United-States  <=50K
## 3143               United-States  <=50K
## 3144               United-States   >50K
## 3145               United-States   >50K
## 3146               United-States  <=50K
## 3147               United-States  <=50K
## 3148               United-States  <=50K
## 3149               United-States  <=50K
## 3150               United-States  <=50K
## 3151               United-States  <=50K
## 3152               United-States  <=50K
## 3153               United-States   >50K
## 3154               United-States   >50K
## 3155               United-States   >50K
## 3156               United-States   >50K
## 3157               United-States   >50K
## 3158               United-States  <=50K
## 3159               United-States  <=50K
## 3160                     Germany   >50K
## 3161               United-States  <=50K
## 3162               United-States  <=50K
## 3163               United-States  <=50K
## 3164               United-States   >50K
## 3165                           ?   >50K
## 3166                      Mexico  <=50K
## 3167                           ?   >50K
## 3168               United-States   >50K
## 3169               United-States   >50K
## 3170               United-States  <=50K
## 3171               United-States  <=50K
## 3172               United-States  <=50K
## 3173               United-States  <=50K
## 3174               United-States  <=50K
## 3175               United-States  <=50K
## 3176               United-States   >50K
## 3177               United-States   >50K
## 3178               United-States  <=50K
## 3179               United-States  <=50K
## 3180             Trinadad&Tobago  <=50K
## 3181               United-States   >50K
## 3182               United-States  <=50K
## 3183               United-States  <=50K
## 3184               United-States  <=50K
## 3185               United-States   >50K
## 3186               United-States   >50K
## 3187               United-States  <=50K
## 3188                           ?  <=50K
## 3189               United-States  <=50K
## 3190               United-States  <=50K
## 3191               United-States   >50K
## 3192               United-States  <=50K
## 3193               United-States  <=50K
## 3194               United-States  <=50K
## 3195               United-States  <=50K
## 3196               United-States  <=50K
## 3197                      Mexico  <=50K
## 3198               United-States  <=50K
## 3199               United-States   >50K
## 3200               United-States   >50K
## 3201                           ?  <=50K
## 3202          Dominican-Republic  <=50K
## 3203                       South  <=50K
## 3204               United-States  <=50K
## 3205               United-States   >50K
## 3206               United-States  <=50K
## 3207               United-States   >50K
## 3208               United-States  <=50K
## 3209               United-States  <=50K
## 3210               United-States  <=50K
## 3211               United-States  <=50K
## 3212               United-States  <=50K
## 3213               United-States   >50K
## 3214               United-States  <=50K
## 3215               United-States  <=50K
## 3216                      Greece  <=50K
## 3217               United-States   >50K
## 3218               United-States   >50K
## 3219               United-States   >50K
## 3220               United-States  <=50K
## 3221               United-States   >50K
## 3222               United-States  <=50K
## 3223               United-States  <=50K
## 3224               United-States  <=50K
## 3225               United-States   >50K
## 3226               United-States   >50K
## 3227               United-States  <=50K
## 3228               United-States  <=50K
## 3229               United-States  <=50K
## 3230               United-States  <=50K
## 3231               United-States   >50K
## 3232               United-States  <=50K
## 3233                           ?  <=50K
## 3234               United-States  <=50K
## 3235               United-States  <=50K
## 3236               United-States  <=50K
## 3237                      Poland  <=50K
## 3238                      Mexico  <=50K
## 3239                 Puerto-Rico  <=50K
## 3240                 Philippines  <=50K
## 3241               United-States  <=50K
## 3242               United-States  <=50K
## 3243               United-States  <=50K
## 3244                      Mexico  <=50K
## 3245               United-States  <=50K
## 3246               United-States   >50K
## 3247               United-States  <=50K
## 3248                           ?   >50K
## 3249               United-States  <=50K
## 3250               United-States   >50K
## 3251               United-States  <=50K
## 3252               United-States  <=50K
## 3253               United-States   >50K
## 3254               United-States  <=50K
## 3255               United-States   >50K
## 3256               United-States  <=50K
## 3257                           ?   >50K
## 3258               United-States  <=50K
## 3259               United-States  <=50K
## 3260               United-States  <=50K
## 3261                        Peru   >50K
## 3262               United-States  <=50K
## 3263               United-States   >50K
## 3264               United-States  <=50K
## 3265               United-States  <=50K
## 3266               United-States   >50K
## 3267               United-States  <=50K
## 3268               United-States   >50K
## 3269               United-States   >50K
## 3270               United-States  <=50K
## 3271               United-States  <=50K
## 3272               United-States   >50K
## 3273               United-States  <=50K
## 3274               United-States   >50K
## 3275               United-States   >50K
## 3276               United-States  <=50K
## 3277               United-States  <=50K
## 3278               United-States  <=50K
## 3279               United-States   >50K
## 3280               United-States  <=50K
## 3281               United-States  <=50K
## 3282                      Mexico   >50K
## 3283               United-States  <=50K
## 3284               United-States  <=50K
## 3285               United-States  <=50K
## 3286               United-States  <=50K
## 3287                      Mexico  <=50K
## 3288               United-States  <=50K
## 3289               United-States  <=50K
## 3290                        Cuba  <=50K
## 3291               United-States   >50K
## 3292               United-States  <=50K
## 3293               United-States   >50K
## 3294               United-States  <=50K
## 3295               United-States  <=50K
## 3296               United-States  <=50K
## 3297               United-States  <=50K
## 3298                      Canada   >50K
## 3299               United-States  <=50K
## 3300               United-States  <=50K
## 3301               United-States  <=50K
## 3302               United-States  <=50K
## 3303               United-States  <=50K
## 3304                 El-Salvador  <=50K
## 3305               United-States  <=50K
## 3306               United-States  <=50K
## 3307               United-States  <=50K
## 3308               United-States  <=50K
## 3309               United-States  <=50K
## 3310               United-States  <=50K
## 3311               United-States  <=50K
## 3312               United-States  <=50K
## 3313               United-States  <=50K
## 3314               United-States  <=50K
## 3315               United-States  <=50K
## 3316               United-States  <=50K
## 3317               United-States  <=50K
## 3318                   Guatemala   >50K
## 3319               United-States  <=50K
## 3320               United-States  <=50K
## 3321               United-States  <=50K
## 3322               United-States   >50K
## 3323               United-States  <=50K
## 3324               United-States  <=50K
## 3325               United-States  <=50K
## 3326               United-States  <=50K
## 3327               United-States  <=50K
## 3328               United-States  <=50K
## 3329               United-States   >50K
## 3330               United-States  <=50K
## 3331               United-States  <=50K
## 3332               United-States  <=50K
## 3333               United-States  <=50K
## 3334               United-States   >50K
## 3335               United-States  <=50K
## 3336               United-States  <=50K
## 3337               United-States   >50K
## 3338               United-States   >50K
## 3339               United-States  <=50K
## 3340               United-States  <=50K
## 3341               United-States  <=50K
## 3342               United-States  <=50K
## 3343               United-States  <=50K
## 3344                      Mexico  <=50K
## 3345               United-States  <=50K
## 3346               United-States  <=50K
## 3347               United-States  <=50K
## 3348                      Mexico  <=50K
## 3349                     Germany  <=50K
## 3350               United-States   >50K
## 3351                      Mexico  <=50K
## 3352               United-States  <=50K
## 3353               United-States  <=50K
## 3354               United-States   >50K
## 3355               United-States  <=50K
## 3356               United-States  <=50K
## 3357               United-States  <=50K
## 3358          Dominican-Republic  <=50K
## 3359               United-States   >50K
## 3360               United-States   >50K
## 3361               United-States   >50K
## 3362                      Mexico  <=50K
## 3363               United-States  <=50K
## 3364               United-States  <=50K
## 3365               United-States  <=50K
## 3366               United-States   >50K
## 3367               United-States  <=50K
## 3368               United-States  <=50K
## 3369               United-States   >50K
## 3370               United-States  <=50K
## 3371               United-States  <=50K
## 3372               United-States  <=50K
## 3373               United-States  <=50K
## 3374               United-States  <=50K
## 3375               United-States  <=50K
## 3376               United-States  <=50K
## 3377               United-States  <=50K
## 3378               United-States  <=50K
## 3379               United-States  <=50K
## 3380               United-States  <=50K
## 3381                      Mexico  <=50K
## 3382               United-States   >50K
## 3383               United-States   >50K
## 3384               United-States  <=50K
## 3385               United-States   >50K
## 3386               United-States  <=50K
## 3387                    Columbia  <=50K
## 3388               United-States   >50K
## 3389               United-States   >50K
## 3390                        Iran   >50K
## 3391                        Iran   >50K
## 3392               United-States  <=50K
## 3393               United-States  <=50K
## 3394               United-States  <=50K
## 3395               United-States  <=50K
## 3396               United-States   >50K
## 3397               United-States  <=50K
## 3398               United-States  <=50K
## 3399               United-States   >50K
## 3400               United-States  <=50K
## 3401               United-States  <=50K
## 3402               United-States   >50K
## 3403               United-States  <=50K
## 3404               United-States  <=50K
## 3405                      Mexico  <=50K
## 3406               United-States  <=50K
## 3407               United-States  <=50K
## 3408               United-States   >50K
## 3409               United-States   >50K
## 3410               United-States  <=50K
## 3411               United-States   >50K
## 3412               United-States  <=50K
## 3413               United-States  <=50K
## 3414               United-States   >50K
## 3415               United-States  <=50K
## 3416               United-States  <=50K
## 3417               United-States  <=50K
## 3418               United-States  <=50K
## 3419               United-States   >50K
## 3420               United-States  <=50K
## 3421               United-States  <=50K
## 3422               United-States  <=50K
## 3423               United-States  <=50K
## 3424               United-States  <=50K
## 3425                      Mexico  <=50K
## 3426               United-States  <=50K
## 3427               United-States  <=50K
## 3428               United-States  <=50K
## 3429               United-States  <=50K
## 3430               United-States  <=50K
## 3431               United-States   >50K
## 3432               United-States  <=50K
## 3433               United-States  <=50K
## 3434               United-States  <=50K
## 3435               United-States  <=50K
## 3436               United-States   >50K
## 3437               United-States  <=50K
## 3438               United-States  <=50K
## 3439               United-States   >50K
## 3440               United-States  <=50K
## 3441               United-States  <=50K
## 3442               United-States  <=50K
## 3443               United-States   >50K
## 3444                      Mexico  <=50K
## 3445               United-States  <=50K
## 3446               United-States   >50K
## 3447                      Mexico  <=50K
## 3448                       Italy  <=50K
## 3449                 El-Salvador   >50K
## 3450               United-States  <=50K
## 3451               United-States  <=50K
## 3452               United-States   >50K
## 3453               United-States  <=50K
## 3454               United-States  <=50K
## 3455               United-States  <=50K
## 3456               United-States  <=50K
## 3457               United-States  <=50K
## 3458               United-States  <=50K
## 3459               United-States  <=50K
## 3460               United-States  <=50K
## 3461               United-States   >50K
## 3462                           ?  <=50K
## 3463               United-States  <=50K
## 3464               United-States  <=50K
## 3465               United-States   >50K
## 3466               United-States  <=50K
## 3467               United-States   >50K
## 3468               United-States  <=50K
## 3469               United-States   >50K
## 3470               United-States  <=50K
## 3471               United-States  <=50K
## 3472               United-States  <=50K
## 3473               United-States  <=50K
## 3474               United-States  <=50K
## 3475               United-States  <=50K
## 3476               United-States   >50K
## 3477               United-States  <=50K
## 3478               United-States   >50K
## 3479               United-States   >50K
## 3480               United-States  <=50K
## 3481               United-States   >50K
## 3482                    Portugal  <=50K
## 3483               United-States  <=50K
## 3484                     England  <=50K
## 3485                           ?  <=50K
## 3486               United-States   >50K
## 3487               United-States  <=50K
## 3488               United-States  <=50K
## 3489               United-States  <=50K
## 3490               United-States   >50K
## 3491               United-States  <=50K
## 3492               United-States  <=50K
## 3493               United-States  <=50K
## 3494               United-States   >50K
## 3495               United-States   >50K
## 3496                           ?  <=50K
## 3497               United-States  <=50K
## 3498               United-States   >50K
## 3499               United-States  <=50K
## 3500               United-States  <=50K
## 3501               United-States  <=50K
## 3502               United-States  <=50K
## 3503                      Mexico   >50K
## 3504               United-States  <=50K
## 3505               United-States  <=50K
## 3506               United-States  <=50K
## 3507               United-States  <=50K
## 3508               United-States  <=50K
## 3509               United-States  <=50K
## 3510               United-States  <=50K
## 3511               United-States  <=50K
## 3512                        Cuba  <=50K
## 3513               United-States  <=50K
## 3514               United-States   >50K
## 3515               United-States  <=50K
## 3516               United-States   >50K
## 3517               United-States  <=50K
## 3518               United-States   >50K
## 3519               United-States   >50K
## 3520               United-States  <=50K
## 3521               United-States  <=50K
## 3522               United-States  <=50K
## 3523               United-States  <=50K
## 3524               United-States   >50K
## 3525               United-States  <=50K
## 3526               United-States  <=50K
## 3527               United-States  <=50K
## 3528               United-States  <=50K
## 3529               United-States  <=50K
## 3530               United-States  <=50K
## 3531               United-States   >50K
## 3532               United-States  <=50K
## 3533                           ?  <=50K
## 3534                        Cuba  <=50K
## 3535               United-States  <=50K
## 3536               United-States  <=50K
## 3537               United-States   >50K
## 3538               United-States  <=50K
## 3539               United-States   >50K
## 3540               United-States   >50K
## 3541               United-States   >50K
## 3542               United-States  <=50K
## 3543               United-States  <=50K
## 3544               United-States   >50K
## 3545               United-States  <=50K
## 3546               United-States  <=50K
## 3547               United-States  <=50K
## 3548               United-States  <=50K
## 3549               United-States  <=50K
## 3550               United-States  <=50K
## 3551               United-States  <=50K
## 3552                     Jamaica  <=50K
## 3553               United-States   >50K
## 3554               United-States  <=50K
## 3555               United-States  <=50K
## 3556               United-States  <=50K
## 3557               United-States  <=50K
## 3558               United-States  <=50K
## 3559               United-States  <=50K
## 3560               United-States   >50K
## 3561               United-States  <=50K
## 3562               United-States   >50K
## 3563               United-States  <=50K
## 3564               United-States  <=50K
## 3565               United-States  <=50K
## 3566               United-States  <=50K
## 3567               United-States  <=50K
## 3568               United-States  <=50K
## 3569               United-States   >50K
## 3570               United-States  <=50K
## 3571                      Mexico  <=50K
## 3572               United-States  <=50K
## 3573               United-States  <=50K
## 3574                      Mexico  <=50K
## 3575               United-States   >50K
## 3576               United-States   >50K
## 3577               United-States  <=50K
## 3578               United-States   >50K
## 3579               United-States   >50K
## 3580                           ?  <=50K
## 3581               United-States   >50K
## 3582               United-States  <=50K
## 3583               United-States  <=50K
## 3584               United-States   >50K
## 3585               United-States   >50K
## 3586               United-States  <=50K
## 3587               United-States  <=50K
## 3588               United-States  <=50K
## 3589               United-States  <=50K
## 3590               United-States  <=50K
## 3591               United-States  <=50K
## 3592               United-States  <=50K
## 3593                 El-Salvador  <=50K
## 3594               United-States  <=50K
## 3595               United-States   >50K
## 3596               United-States   >50K
## 3597               United-States  <=50K
## 3598               United-States  <=50K
## 3599               United-States  <=50K
## 3600               United-States   >50K
## 3601               United-States  <=50K
## 3602               United-States  <=50K
## 3603               United-States   >50K
## 3604               United-States  <=50K
## 3605               United-States  <=50K
## 3606               United-States  <=50K
## 3607                      Canada  <=50K
## 3608               United-States  <=50K
## 3609                     Jamaica  <=50K
## 3610                      Canada  <=50K
## 3611               United-States  <=50K
## 3612               United-States  <=50K
## 3613               United-States   >50K
## 3614               United-States  <=50K
## 3615               United-States  <=50K
## 3616               United-States  <=50K
## 3617               United-States  <=50K
## 3618               United-States  <=50K
## 3619               United-States  <=50K
## 3620               United-States  <=50K
## 3621               United-States  <=50K
## 3622               United-States  <=50K
## 3623               United-States  <=50K
## 3624                      Mexico  <=50K
## 3625               United-States  <=50K
## 3626               United-States  <=50K
## 3627               United-States  <=50K
## 3628                       China  <=50K
## 3629               United-States  <=50K
## 3630               United-States  <=50K
## 3631               United-States  <=50K
## 3632               United-States  <=50K
## 3633               United-States  <=50K
## 3634               United-States  <=50K
## 3635               United-States  <=50K
## 3636               United-States  <=50K
## 3637                           ?  <=50K
## 3638               United-States  <=50K
## 3639               United-States  <=50K
## 3640               United-States   >50K
## 3641               United-States  <=50K
## 3642               United-States  <=50K
## 3643               United-States  <=50K
## 3644               United-States  <=50K
## 3645               United-States  <=50K
## 3646               United-States  <=50K
## 3647               United-States  <=50K
## 3648                       China  <=50K
## 3649               United-States  <=50K
## 3650               United-States  <=50K
## 3651               United-States  <=50K
## 3652               United-States   >50K
## 3653               United-States   >50K
## 3654               United-States  <=50K
## 3655               United-States   >50K
## 3656               United-States   >50K
## 3657                      Mexico  <=50K
## 3658               United-States   >50K
## 3659               United-States  <=50K
## 3660               United-States   >50K
## 3661               United-States  <=50K
## 3662               United-States  <=50K
## 3663               United-States  <=50K
## 3664               United-States   >50K
## 3665               United-States   >50K
## 3666               United-States   >50K
## 3667                      France   >50K
## 3668               United-States  <=50K
## 3669                      Mexico  <=50K
## 3670               United-States  <=50K
## 3671               United-States  <=50K
## 3672               United-States  <=50K
## 3673               United-States  <=50K
## 3674                     Germany   >50K
## 3675               United-States   >50K
## 3676                   Guatemala  <=50K
## 3677               United-States  <=50K
## 3678               United-States   >50K
## 3679               United-States  <=50K
## 3680               United-States  <=50K
## 3681                     England  <=50K
## 3682               United-States  <=50K
## 3683               United-States  <=50K
## 3684               United-States  <=50K
## 3685               United-States  <=50K
## 3686               United-States  <=50K
## 3687               United-States  <=50K
## 3688                      Mexico  <=50K
## 3689               United-States  <=50K
## 3690               United-States  <=50K
## 3691               United-States  <=50K
## 3692               United-States  <=50K
## 3693               United-States   >50K
## 3694               United-States  <=50K
## 3695               United-States  <=50K
## 3696               United-States  <=50K
## 3697                      Mexico  <=50K
## 3698               United-States  <=50K
## 3699               United-States   >50K
## 3700               United-States  <=50K
## 3701               United-States   >50K
## 3702               United-States  <=50K
## 3703               United-States  <=50K
## 3704               United-States  <=50K
## 3705               United-States  <=50K
## 3706               United-States  <=50K
## 3707               United-States  <=50K
## 3708               United-States   >50K
## 3709                     Vietnam  <=50K
## 3710               United-States  <=50K
## 3711               United-States  <=50K
## 3712               United-States  <=50K
## 3713               United-States  <=50K
## 3714               United-States  <=50K
## 3715                       China   >50K
## 3716               United-States  <=50K
## 3717               United-States   >50K
## 3718               United-States  <=50K
## 3719               United-States  <=50K
## 3720                   Guatemala  <=50K
## 3721               United-States  <=50K
## 3722               United-States   >50K
## 3723               United-States   >50K
## 3724               United-States   >50K
## 3725               United-States   >50K
## 3726               United-States  <=50K
## 3727               United-States   >50K
## 3728               United-States   >50K
## 3729               United-States  <=50K
## 3730               United-States  <=50K
## 3731               United-States  <=50K
## 3732               United-States  <=50K
## 3733               United-States   >50K
## 3734               United-States   >50K
## 3735               United-States  <=50K
## 3736               United-States  <=50K
## 3737               United-States  <=50K
## 3738               United-States  <=50K
## 3739               United-States  <=50K
## 3740               United-States  <=50K
## 3741               United-States   >50K
## 3742               United-States  <=50K
## 3743               United-States  <=50K
## 3744                     Germany  <=50K
## 3745                      Mexico  <=50K
## 3746               United-States  <=50K
## 3747               United-States  <=50K
## 3748               United-States  <=50K
## 3749               United-States  <=50K
## 3750               United-States   >50K
## 3751               United-States  <=50K
## 3752               United-States  <=50K
## 3753               United-States  <=50K
## 3754               United-States  <=50K
## 3755               United-States   >50K
## 3756               United-States  <=50K
## 3757               United-States  <=50K
## 3758               United-States  <=50K
## 3759               United-States   >50K
## 3760               United-States  <=50K
## 3761               United-States   >50K
## 3762               United-States  <=50K
## 3763               United-States  <=50K
## 3764               United-States   >50K
## 3765               United-States  <=50K
## 3766               United-States  <=50K
## 3767               United-States  <=50K
## 3768               United-States  <=50K
## 3769               United-States  <=50K
## 3770               United-States  <=50K
## 3771               United-States  <=50K
## 3772               United-States  <=50K
## 3773               United-States  <=50K
## 3774               United-States  <=50K
## 3775               United-States   >50K
## 3776               United-States  <=50K
## 3777               United-States  <=50K
## 3778               United-States  <=50K
## 3779               United-States  <=50K
## 3780               United-States   >50K
## 3781               United-States  <=50K
## 3782               United-States  <=50K
## 3783               United-States  <=50K
## 3784               United-States  <=50K
## 3785               United-States  <=50K
## 3786               United-States  <=50K
## 3787               United-States   >50K
## 3788               United-States  <=50K
## 3789               United-States   >50K
## 3790               United-States   >50K
## 3791               United-States  <=50K
## 3792               United-States  <=50K
## 3793               United-States  <=50K
## 3794               United-States  <=50K
## 3795               United-States  <=50K
## 3796               United-States   >50K
## 3797               United-States  <=50K
## 3798               United-States  <=50K
## 3799                   Guatemala  <=50K
## 3800               United-States  <=50K
## 3801               United-States  <=50K
## 3802               United-States  <=50K
## 3803               United-States  <=50K
## 3804               United-States  <=50K
## 3805               United-States  <=50K
## 3806               United-States  <=50K
## 3807               United-States   >50K
## 3808               United-States  <=50K
## 3809               United-States  <=50K
## 3810               United-States   >50K
## 3811               United-States  <=50K
## 3812               United-States  <=50K
## 3813               United-States   >50K
## 3814               United-States  <=50K
## 3815               United-States  <=50K
## 3816               United-States  <=50K
## 3817               United-States  <=50K
## 3818               United-States   >50K
## 3819               United-States  <=50K
## 3820               United-States  <=50K
## 3821               United-States  <=50K
## 3822                      Mexico  <=50K
## 3823               United-States  <=50K
## 3824               United-States  <=50K
## 3825               United-States  <=50K
## 3826               United-States  <=50K
## 3827               United-States  <=50K
## 3828               United-States  <=50K
## 3829               United-States  <=50K
## 3830               United-States   >50K
## 3831               United-States  <=50K
## 3832               United-States   >50K
## 3833                     Vietnam  <=50K
## 3834               United-States  <=50K
## 3835                           ?  <=50K
## 3836               United-States  <=50K
## 3837               United-States   >50K
## 3838               United-States  <=50K
## 3839               United-States  <=50K
## 3840               United-States  <=50K
## 3841               United-States  <=50K
## 3842               United-States  <=50K
## 3843               United-States  <=50K
## 3844               United-States  <=50K
## 3845               United-States  <=50K
## 3846               United-States   >50K
## 3847               United-States  <=50K
## 3848               United-States   >50K
## 3849               United-States   >50K
## 3850               United-States  <=50K
## 3851               United-States   >50K
## 3852               United-States  <=50K
## 3853               United-States  <=50K
## 3854               United-States  <=50K
## 3855               United-States  <=50K
## 3856               United-States  <=50K
## 3857                           ?  <=50K
## 3858               United-States  <=50K
## 3859                           ?  <=50K
## 3860               United-States  <=50K
## 3861               United-States   >50K
## 3862               United-States  <=50K
## 3863               United-States   >50K
## 3864               United-States  <=50K
## 3865               United-States   >50K
## 3866               United-States   >50K
## 3867               United-States   >50K
## 3868               United-States   >50K
## 3869               United-States  <=50K
## 3870               United-States  <=50K
## 3871               United-States  <=50K
## 3872               United-States  <=50K
## 3873               United-States  <=50K
## 3874               United-States  <=50K
## 3875               United-States  <=50K
## 3876               United-States  <=50K
## 3877               United-States  <=50K
## 3878               United-States  <=50K
## 3879               United-States  <=50K
## 3880                     Vietnam   >50K
## 3881               United-States   >50K
## 3882               United-States  <=50K
## 3883               United-States   >50K
## 3884               United-States  <=50K
## 3885               United-States   >50K
## 3886               United-States  <=50K
## 3887               United-States   >50K
## 3888               United-States   >50K
## 3889               United-States  <=50K
## 3890               United-States   >50K
## 3891               United-States  <=50K
## 3892               United-States  <=50K
## 3893               United-States   >50K
## 3894               United-States  <=50K
## 3895               United-States   >50K
## 3896               United-States   >50K
## 3897               United-States  <=50K
## 3898               United-States  <=50K
## 3899               United-States  <=50K
## 3900               United-States  <=50K
## 3901               United-States   >50K
## 3902               United-States  <=50K
## 3903               United-States  <=50K
## 3904                 El-Salvador  <=50K
## 3905               United-States  <=50K
## 3906               United-States  <=50K
## 3907               United-States  <=50K
## 3908               United-States  <=50K
## 3909               United-States  <=50K
## 3910                      Taiwan   >50K
## 3911               United-States  <=50K
## 3912               United-States   >50K
## 3913               United-States  <=50K
## 3914               United-States  <=50K
## 3915               United-States  <=50K
## 3916               United-States   >50K
## 3917               United-States  <=50K
## 3918               United-States  <=50K
## 3919               United-States  <=50K
## 3920               United-States  <=50K
## 3921               United-States  <=50K
## 3922               United-States  <=50K
## 3923               United-States  <=50K
## 3924                     England  <=50K
## 3925                    Columbia  <=50K
## 3926               United-States  <=50K
## 3927               United-States   >50K
## 3928               United-States   >50K
## 3929               United-States  <=50K
## 3930               United-States   >50K
## 3931               United-States  <=50K
## 3932               United-States  <=50K
## 3933               United-States   >50K
## 3934               United-States  <=50K
## 3935               United-States  <=50K
## 3936               United-States  <=50K
## 3937               United-States  <=50K
## 3938               United-States  <=50K
## 3939               United-States  <=50K
## 3940               United-States  <=50K
## 3941               United-States  <=50K
## 3942                      Mexico  <=50K
## 3943               United-States  <=50K
## 3944               United-States  <=50K
## 3945                      Mexico  <=50K
## 3946               United-States   >50K
## 3947                     England  <=50K
## 3948               United-States  <=50K
## 3949               United-States  <=50K
## 3950               United-States  <=50K
## 3951               United-States  <=50K
## 3952               United-States  <=50K
## 3953               United-States   >50K
## 3954               United-States  <=50K
## 3955               United-States  <=50K
## 3956                 Puerto-Rico  <=50K
## 3957               United-States  <=50K
## 3958               United-States  <=50K
## 3959               United-States   >50K
## 3960               United-States   >50K
## 3961               United-States  <=50K
## 3962               United-States  <=50K
## 3963                     England  <=50K
## 3964               United-States  <=50K
## 3965               United-States   >50K
## 3966               United-States  <=50K
## 3967               United-States   >50K
## 3968               United-States  <=50K
## 3969               United-States  <=50K
## 3970               United-States  <=50K
## 3971               United-States  <=50K
## 3972               United-States  <=50K
## 3973                     Ireland  <=50K
## 3974                     Jamaica  <=50K
## 3975               United-States  <=50K
## 3976               United-States  <=50K
## 3977               United-States  <=50K
## 3978               United-States  <=50K
## 3979               United-States  <=50K
## 3980               United-States  <=50K
## 3981               United-States   >50K
## 3982                     Ecuador  <=50K
## 3983                     Ireland  <=50K
## 3984               United-States   >50K
## 3985               United-States  <=50K
## 3986               United-States  <=50K
## 3987               United-States  <=50K
## 3988                       China  <=50K
## 3989               United-States   >50K
## 3990               United-States  <=50K
## 3991               United-States  <=50K
## 3992               United-States  <=50K
## 3993               United-States   >50K
## 3994               United-States  <=50K
## 3995               United-States  <=50K
## 3996               United-States  <=50K
## 3997               United-States  <=50K
## 3998               United-States  <=50K
## 3999               United-States  <=50K
## 4000               United-States  <=50K
## 4001               United-States  <=50K
## 4002               United-States  <=50K
## 4003               United-States  <=50K
## 4004               United-States  <=50K
## 4005               United-States   >50K
## 4006               United-States   >50K
## 4007                           ?   >50K
## 4008               United-States  <=50K
## 4009               United-States   >50K
## 4010               United-States  <=50K
## 4011               United-States  <=50K
## 4012               United-States  <=50K
## 4013                      Mexico  <=50K
## 4014               United-States  <=50K
## 4015               United-States  <=50K
## 4016               United-States  <=50K
## 4017               United-States  <=50K
## 4018               United-States  <=50K
## 4019               United-States   >50K
## 4020               United-States  <=50K
## 4021               United-States  <=50K
## 4022               United-States  <=50K
## 4023               United-States  <=50K
## 4024               United-States  <=50K
## 4025               United-States   >50K
## 4026               United-States  <=50K
## 4027               United-States  <=50K
## 4028               United-States  <=50K
## 4029               United-States  <=50K
## 4030                      Greece  <=50K
## 4031               United-States  <=50K
## 4032               United-States   >50K
## 4033               United-States   >50K
## 4034                     Jamaica  <=50K
## 4035               United-States  <=50K
## 4036               United-States   >50K
## 4037               United-States  <=50K
## 4038               United-States  <=50K
## 4039               United-States  <=50K
## 4040               United-States  <=50K
## 4041               United-States  <=50K
## 4042               United-States  <=50K
## 4043                      Poland   >50K
## 4044               United-States  <=50K
## 4045               United-States  <=50K
## 4046               United-States  <=50K
## 4047               United-States  <=50K
## 4048               United-States  <=50K
## 4049               United-States  <=50K
## 4050               United-States  <=50K
## 4051               United-States  <=50K
## 4052               United-States  <=50K
## 4053               United-States  <=50K
## 4054               United-States   >50K
## 4055               United-States  <=50K
## 4056                 Philippines   >50K
## 4057               United-States   >50K
## 4058               United-States  <=50K
## 4059               United-States   >50K
## 4060               United-States  <=50K
## 4061               United-States   >50K
## 4062               United-States  <=50K
## 4063               United-States  <=50K
## 4064               United-States  <=50K
## 4065               United-States  <=50K
## 4066               United-States  <=50K
## 4067                       South  <=50K
## 4068               United-States  <=50K
## 4069               United-States  <=50K
## 4070               United-States  <=50K
## 4071               United-States  <=50K
## 4072               United-States  <=50K
## 4073               United-States  <=50K
## 4074                     Germany  <=50K
## 4075               United-States  <=50K
## 4076               United-States   >50K
## 4077               United-States  <=50K
## 4078               United-States  <=50K
## 4079               United-States  <=50K
## 4080               United-States  <=50K
## 4081               United-States  <=50K
## 4082               United-States  <=50K
## 4083               United-States  <=50K
## 4084               United-States  <=50K
## 4085               United-States  <=50K
## 4086                        Peru  <=50K
## 4087               United-States  <=50K
## 4088               United-States   >50K
## 4089               United-States   >50K
## 4090               United-States  <=50K
## 4091               United-States  <=50K
## 4092               United-States  <=50K
## 4093               United-States  <=50K
## 4094               United-States  <=50K
## 4095               United-States  <=50K
## 4096               United-States  <=50K
## 4097               United-States   >50K
## 4098               United-States   >50K
## 4099               United-States  <=50K
## 4100               United-States  <=50K
## 4101               United-States  <=50K
## 4102               United-States  <=50K
## 4103               United-States  <=50K
## 4104               United-States  <=50K
## 4105               United-States  <=50K
## 4106               United-States  <=50K
## 4107               United-States  <=50K
## 4108                 El-Salvador  <=50K
## 4109                      Taiwan  <=50K
## 4110               United-States  <=50K
## 4111               United-States  <=50K
## 4112               United-States  <=50K
## 4113               United-States   >50K
## 4114               United-States  <=50K
## 4115               United-States  <=50K
## 4116               United-States   >50K
## 4117               United-States  <=50K
## 4118               United-States  <=50K
## 4119               United-States  <=50K
## 4120               United-States  <=50K
## 4121               United-States  <=50K
## 4122               United-States   >50K
## 4123               United-States  <=50K
## 4124               United-States  <=50K
## 4125               United-States  <=50K
## 4126               United-States  <=50K
## 4127               United-States  <=50K
## 4128               United-States   >50K
## 4129               United-States  <=50K
## 4130               United-States  <=50K
## 4131                 El-Salvador  <=50K
## 4132               United-States   >50K
## 4133               United-States  <=50K
## 4134               United-States   >50K
## 4135               United-States  <=50K
## 4136               United-States  <=50K
## 4137               United-States  <=50K
## 4138               United-States   >50K
## 4139                     Germany  <=50K
## 4140               United-States  <=50K
## 4141               United-States  <=50K
## 4142               United-States  <=50K
## 4143               United-States  <=50K
## 4144               United-States   >50K
## 4145               United-States  <=50K
## 4146                        Iran   >50K
## 4147               United-States  <=50K
## 4148               United-States  <=50K
## 4149               United-States  <=50K
## 4150               United-States  <=50K
## 4151               United-States  <=50K
## 4152               United-States  <=50K
## 4153               United-States  <=50K
## 4154               United-States  <=50K
## 4155               United-States   >50K
## 4156               United-States  <=50K
## 4157                           ?  <=50K
## 4158               United-States  <=50K
## 4159                     Ecuador  <=50K
## 4160               United-States  <=50K
## 4161               United-States  <=50K
## 4162               United-States  <=50K
## 4163               United-States  <=50K
## 4164               United-States  <=50K
## 4165               United-States   >50K
## 4166               United-States  <=50K
## 4167               United-States  <=50K
## 4168               United-States  <=50K
## 4169                     Vietnam  <=50K
## 4170               United-States   >50K
## 4171               United-States  <=50K
## 4172          Dominican-Republic  <=50K
## 4173                           ?   >50K
## 4174               United-States  <=50K
## 4175               United-States  <=50K
## 4176               United-States  <=50K
## 4177               United-States   >50K
## 4178               United-States   >50K
## 4179               United-States  <=50K
## 4180               United-States  <=50K
## 4181                       Haiti  <=50K
## 4182               United-States  <=50K
## 4183                      Canada   >50K
## 4184               United-States  <=50K
## 4185               United-States  <=50K
## 4186               United-States  <=50K
## 4187               United-States  <=50K
## 4188               United-States  <=50K
## 4189               United-States  <=50K
## 4190               United-States  <=50K
## 4191               United-States  <=50K
## 4192               United-States  <=50K
## 4193               United-States  <=50K
## 4194               United-States  <=50K
## 4195               United-States  <=50K
## 4196               United-States  <=50K
## 4197               United-States  <=50K
## 4198                           ?  <=50K
## 4199               United-States  <=50K
## 4200               United-States  <=50K
## 4201               United-States  <=50K
## 4202               United-States  <=50K
## 4203               United-States  <=50K
## 4204               United-States   >50K
## 4205               United-States  <=50K
## 4206               United-States  <=50K
## 4207               United-States  <=50K
## 4208               United-States  <=50K
## 4209               United-States   >50K
## 4210               United-States  <=50K
## 4211               United-States   >50K
## 4212               United-States  <=50K
## 4213               United-States  <=50K
## 4214               United-States  <=50K
## 4215               United-States  <=50K
## 4216               United-States   >50K
## 4217               United-States  <=50K
## 4218               United-States  <=50K
## 4219                 El-Salvador  <=50K
## 4220               United-States  <=50K
## 4221               United-States  <=50K
## 4222               United-States  <=50K
## 4223               United-States   >50K
## 4224               United-States  <=50K
## 4225               United-States  <=50K
## 4226               United-States  <=50K
## 4227               United-States  <=50K
## 4228               United-States  <=50K
## 4229               United-States  <=50K
## 4230               United-States  <=50K
## 4231               United-States  <=50K
## 4232               United-States  <=50K
## 4233               United-States   >50K
## 4234  Outlying-US(Guam-USVI-etc)  <=50K
## 4235               United-States  <=50K
## 4236               United-States  <=50K
## 4237               United-States  <=50K
## 4238               United-States  <=50K
## 4239               United-States   >50K
## 4240               United-States  <=50K
## 4241               United-States  <=50K
## 4242               United-States  <=50K
## 4243               United-States  <=50K
## 4244               United-States  <=50K
## 4245                           ?  <=50K
## 4246               United-States  <=50K
## 4247               United-States   >50K
## 4248               United-States  <=50K
## 4249               United-States  <=50K
## 4250               United-States  <=50K
## 4251               United-States  <=50K
## 4252               United-States  <=50K
## 4253               United-States  <=50K
## 4254               United-States  <=50K
## 4255               United-States  <=50K
## 4256               United-States   >50K
## 4257               United-States  <=50K
## 4258               United-States   >50K
## 4259               United-States   >50K
## 4260               United-States  <=50K
## 4261               United-States  <=50K
## 4262               United-States  <=50K
## 4263                     Vietnam  <=50K
## 4264               United-States  <=50K
## 4265               United-States   >50K
## 4266               United-States   >50K
## 4267               United-States   >50K
## 4268               United-States   >50K
## 4269               United-States  <=50K
## 4270               United-States  <=50K
## 4271               United-States  <=50K
## 4272               United-States   >50K
## 4273               United-States  <=50K
## 4274               United-States  <=50K
## 4275               United-States  <=50K
## 4276               United-States  <=50K
## 4277               United-States  <=50K
## 4278               United-States  <=50K
## 4279               United-States  <=50K
## 4280               United-States  <=50K
## 4281                      Mexico  <=50K
## 4282                 Puerto-Rico  <=50K
## 4283               United-States  <=50K
## 4284               United-States  <=50K
## 4285               United-States  <=50K
## 4286               United-States   >50K
## 4287                     Jamaica  <=50K
## 4288               United-States  <=50K
## 4289               United-States  <=50K
## 4290               United-States  <=50K
## 4291               United-States  <=50K
## 4292                      Mexico  <=50K
## 4293               United-States  <=50K
## 4294               United-States  <=50K
## 4295               United-States  <=50K
## 4296               United-States  <=50K
## 4297               United-States  <=50K
## 4298               United-States   >50K
## 4299               United-States  <=50K
## 4300               United-States  <=50K
## 4301               United-States  <=50K
## 4302                           ?  <=50K
## 4303               United-States  <=50K
## 4304                    Cambodia  <=50K
## 4305               United-States   >50K
## 4306               United-States  <=50K
## 4307               United-States   >50K
## 4308               United-States  <=50K
## 4309               United-States  <=50K
## 4310               United-States  <=50K
## 4311                     Ecuador  <=50K
## 4312               United-States   >50K
## 4313               United-States   >50K
## 4314               United-States  <=50K
## 4315               United-States  <=50K
## 4316                   Nicaragua  <=50K
## 4317               United-States  <=50K
## 4318               United-States  <=50K
## 4319               United-States  <=50K
## 4320               United-States  <=50K
## 4321               United-States  <=50K
## 4322               United-States  <=50K
## 4323               United-States   >50K
## 4324               United-States  <=50K
## 4325               United-States  <=50K
## 4326                      Mexico  <=50K
## 4327                           ?  <=50K
## 4328               United-States   >50K
## 4329               United-States  <=50K
## 4330               United-States   >50K
## 4331               United-States   >50K
## 4332               United-States  <=50K
## 4333                      Canada  <=50K
## 4334               United-States  <=50K
## 4335               United-States  <=50K
## 4336               United-States  <=50K
## 4337               United-States  <=50K
## 4338                 Philippines  <=50K
## 4339               United-States   >50K
## 4340               United-States   >50K
## 4341               United-States  <=50K
## 4342               United-States   >50K
## 4343               United-States  <=50K
## 4344               United-States   >50K
## 4345               United-States   >50K
## 4346               United-States  <=50K
## 4347               United-States  <=50K
## 4348               United-States  <=50K
## 4349               United-States  <=50K
## 4350               United-States   >50K
## 4351               United-States  <=50K
## 4352               United-States   >50K
## 4353               United-States  <=50K
## 4354               United-States  <=50K
## 4355                     Germany   >50K
## 4356               United-States  <=50K
## 4357               United-States  <=50K
## 4358               United-States  <=50K
## 4359               United-States  <=50K
## 4360               United-States   >50K
## 4361               United-States  <=50K
## 4362                     Jamaica  <=50K
## 4363               United-States  <=50K
## 4364               United-States  <=50K
## 4365               United-States  <=50K
## 4366               United-States   >50K
## 4367               United-States   >50K
## 4368                       South  <=50K
## 4369               United-States   >50K
## 4370                        Iran  <=50K
## 4371               United-States  <=50K
## 4372               United-States  <=50K
## 4373               United-States  <=50K
## 4374               United-States  <=50K
## 4375                 Puerto-Rico   >50K
## 4376               United-States  <=50K
## 4377               United-States  <=50K
## 4378               United-States  <=50K
## 4379               United-States   >50K
## 4380               United-States  <=50K
## 4381               United-States   >50K
## 4382                     Jamaica   >50K
## 4383               United-States  <=50K
## 4384               United-States  <=50K
## 4385                      Canada  <=50K
## 4386               United-States  <=50K
## 4387               United-States  <=50K
## 4388               United-States  <=50K
## 4389               United-States  <=50K
## 4390               United-States   >50K
## 4391               United-States   >50K
## 4392                      Mexico  <=50K
## 4393               United-States  <=50K
## 4394               United-States  <=50K
## 4395               United-States  <=50K
## 4396               United-States  <=50K
## 4397                           ?  <=50K
## 4398               United-States  <=50K
## 4399               United-States  <=50K
## 4400               United-States  <=50K
## 4401               United-States  <=50K
## 4402               United-States   >50K
## 4403               United-States  <=50K
## 4404                      Taiwan  <=50K
## 4405               United-States   >50K
## 4406                           ?   >50K
## 4407               United-States  <=50K
## 4408               United-States   >50K
## 4409               United-States  <=50K
## 4410                       South  <=50K
## 4411               United-States  <=50K
## 4412               United-States   >50K
## 4413               United-States  <=50K
## 4414               United-States  <=50K
## 4415               United-States  <=50K
## 4416               United-States  <=50K
## 4417               United-States  <=50K
## 4418               United-States   >50K
## 4419               United-States  <=50K
## 4420               United-States  <=50K
## 4421               United-States  <=50K
## 4422               United-States   >50K
## 4423               United-States  <=50K
## 4424               United-States  <=50K
## 4425               United-States  <=50K
## 4426                      Canada  <=50K
## 4427               United-States  <=50K
## 4428               United-States  <=50K
## 4429                      Mexico  <=50K
## 4430               United-States  <=50K
## 4431               United-States  <=50K
## 4432               United-States  <=50K
## 4433               United-States  <=50K
## 4434                        Iran   >50K
## 4435               United-States  <=50K
## 4436               United-States  <=50K
## 4437               United-States  <=50K
## 4438               United-States   >50K
## 4439               United-States   >50K
## 4440               United-States  <=50K
## 4441               United-States   >50K
## 4442               United-States   >50K
## 4443               United-States  <=50K
## 4444               United-States   >50K
## 4445               United-States  <=50K
## 4446               United-States   >50K
## 4447               United-States  <=50K
## 4448                  Yugoslavia  <=50K
## 4449               United-States  <=50K
## 4450               United-States  <=50K
## 4451               United-States  <=50K
## 4452               United-States  <=50K
## 4453               United-States  <=50K
## 4454               United-States  <=50K
## 4455               United-States  <=50K
## 4456                       Italy  <=50K
## 4457                      Canada  <=50K
## 4458               United-States  <=50K
## 4459               United-States  <=50K
## 4460               United-States  <=50K
## 4461               United-States  <=50K
## 4462               United-States  <=50K
## 4463                           ?  <=50K
## 4464               United-States  <=50K
## 4465               United-States  <=50K
## 4466               United-States   >50K
## 4467               United-States   >50K
## 4468               United-States  <=50K
## 4469               United-States  <=50K
## 4470               United-States  <=50K
## 4471               United-States   >50K
## 4472               United-States   >50K
## 4473               United-States  <=50K
## 4474               United-States   >50K
## 4475               United-States   >50K
## 4476               United-States   >50K
## 4477               United-States  <=50K
## 4478               United-States  <=50K
## 4479               United-States   >50K
## 4480               United-States   >50K
## 4481                       India  <=50K
## 4482               United-States  <=50K
## 4483               United-States  <=50K
## 4484               United-States  <=50K
## 4485               United-States  <=50K
## 4486                     Jamaica  <=50K
## 4487               United-States   >50K
## 4488                      Canada  <=50K
## 4489                      Canada  <=50K
## 4490               United-States  <=50K
## 4491               United-States  <=50K
## 4492               United-States   >50K
## 4493               United-States   >50K
## 4494               United-States  <=50K
## 4495               United-States  <=50K
## 4496               United-States   >50K
## 4497               United-States  <=50K
## 4498               United-States  <=50K
## 4499               United-States  <=50K
## 4500               United-States  <=50K
## 4501               United-States  <=50K
## 4502               United-States  <=50K
## 4503               United-States   >50K
## 4504               United-States  <=50K
## 4505               United-States  <=50K
## 4506               United-States  <=50K
## 4507               United-States  <=50K
## 4508               United-States  <=50K
## 4509  Outlying-US(Guam-USVI-etc)  <=50K
## 4510               United-States  <=50K
## 4511                           ?  <=50K
## 4512               United-States  <=50K
## 4513                       India  <=50K
## 4514               United-States  <=50K
## 4515               United-States  <=50K
## 4516               United-States  <=50K
## 4517               United-States  <=50K
## 4518               United-States  <=50K
## 4519               United-States   >50K
## 4520               United-States  <=50K
## 4521               United-States  <=50K
## 4522               United-States  <=50K
## 4523               United-States  <=50K
## 4524                       India  <=50K
## 4525               United-States  <=50K
## 4526               United-States  <=50K
## 4527               United-States  <=50K
## 4528               United-States  <=50K
## 4529               United-States  <=50K
## 4530               United-States  <=50K
## 4531               United-States  <=50K
## 4532               United-States  <=50K
## 4533                 Philippines  <=50K
## 4534               United-States   >50K
## 4535               United-States  <=50K
## 4536               United-States  <=50K
## 4537                     Germany  <=50K
## 4538               United-States   >50K
## 4539                 Philippines  <=50K
## 4540               United-States   >50K
## 4541               United-States   >50K
## 4542               United-States  <=50K
## 4543               United-States  <=50K
## 4544               United-States   >50K
## 4545               United-States  <=50K
## 4546               United-States   >50K
## 4547               United-States   >50K
## 4548               United-States  <=50K
## 4549               United-States  <=50K
## 4550               United-States   >50K
## 4551               United-States   >50K
## 4552               United-States  <=50K
## 4553               United-States  <=50K
## 4554               United-States  <=50K
## 4555               United-States  <=50K
## 4556               United-States   >50K
## 4557               United-States  <=50K
## 4558               United-States  <=50K
## 4559               United-States  <=50K
## 4560               United-States   >50K
## 4561               United-States  <=50K
## 4562               United-States  <=50K
## 4563                      Mexico  <=50K
## 4564               United-States  <=50K
## 4565               United-States  <=50K
## 4566               United-States  <=50K
## 4567               United-States   >50K
## 4568               United-States  <=50K
## 4569               United-States  <=50K
## 4570               United-States  <=50K
## 4571               United-States  <=50K
## 4572               United-States   >50K
## 4573               United-States  <=50K
## 4574               United-States  <=50K
## 4575               United-States  <=50K
## 4576               United-States   >50K
## 4577             Trinadad&Tobago  <=50K
## 4578               United-States  <=50K
## 4579                           ?  <=50K
## 4580               United-States  <=50K
## 4581               United-States  <=50K
## 4582               United-States  <=50K
## 4583               United-States  <=50K
## 4584               United-States  <=50K
## 4585               United-States   >50K
## 4586               United-States  <=50K
## 4587               United-States  <=50K
## 4588               United-States  <=50K
## 4589               United-States  <=50K
## 4590               United-States  <=50K
## 4591               United-States  <=50K
## 4592               United-States  <=50K
## 4593               United-States   >50K
## 4594               United-States   >50K
## 4595               United-States  <=50K
## 4596               United-States   >50K
## 4597               United-States  <=50K
## 4598               United-States   >50K
## 4599                       China  <=50K
## 4600                           ?   >50K
## 4601               United-States   >50K
## 4602               United-States  <=50K
## 4603               United-States  <=50K
## 4604               United-States   >50K
## 4605               United-States  <=50K
## 4606               United-States  <=50K
## 4607               United-States  <=50K
## 4608               United-States  <=50K
## 4609               United-States  <=50K
## 4610               United-States  <=50K
## 4611                        Laos  <=50K
## 4612               United-States  <=50K
## 4613               United-States   >50K
## 4614               United-States  <=50K
## 4615               United-States  <=50K
## 4616               United-States  <=50K
## 4617               United-States  <=50K
## 4618               United-States  <=50K
## 4619               United-States   >50K
## 4620               United-States  <=50K
## 4621               United-States  <=50K
## 4622               United-States  <=50K
## 4623               United-States   >50K
## 4624               United-States  <=50K
## 4625               United-States  <=50K
## 4626                      Taiwan   >50K
## 4627               United-States  <=50K
## 4628               United-States  <=50K
## 4629               United-States  <=50K
## 4630                      Canada   >50K
## 4631               United-States  <=50K
## 4632               United-States  <=50K
## 4633               United-States   >50K
## 4634               United-States  <=50K
## 4635               United-States  <=50K
## 4636                      France  <=50K
## 4637               United-States   >50K
## 4638               United-States  <=50K
## 4639               United-States  <=50K
## 4640                           ?   >50K
## 4641               United-States  <=50K
## 4642               United-States   >50K
## 4643                      Mexico  <=50K
## 4644               United-States  <=50K
## 4645               United-States  <=50K
## 4646               United-States   >50K
## 4647               United-States  <=50K
## 4648                     Jamaica  <=50K
## 4649               United-States  <=50K
## 4650               United-States  <=50K
## 4651               United-States  <=50K
## 4652               United-States  <=50K
## 4653               United-States  <=50K
## 4654               United-States  <=50K
## 4655               United-States   >50K
## 4656               United-States  <=50K
## 4657                           ?   >50K
## 4658               United-States   >50K
## 4659                           ?  <=50K
## 4660               United-States   >50K
## 4661               United-States  <=50K
## 4662               United-States   >50K
## 4663               United-States  <=50K
## 4664               United-States  <=50K
## 4665               United-States  <=50K
## 4666               United-States  <=50K
## 4667               United-States  <=50K
## 4668               United-States  <=50K
## 4669               United-States  <=50K
## 4670               United-States   >50K
## 4671               United-States   >50K
## 4672                           ?  <=50K
## 4673               United-States  <=50K
## 4674               United-States  <=50K
## 4675               United-States  <=50K
## 4676               United-States   >50K
## 4677               United-States  <=50K
## 4678               United-States  <=50K
## 4679               United-States  <=50K
## 4680               United-States  <=50K
## 4681               United-States   >50K
## 4682               United-States  <=50K
## 4683               United-States  <=50K
## 4684               United-States  <=50K
## 4685               United-States  <=50K
## 4686               United-States   >50K
## 4687               United-States  <=50K
## 4688               United-States  <=50K
## 4689               United-States  <=50K
## 4690               United-States  <=50K
## 4691               United-States  <=50K
## 4692                      Canada  <=50K
## 4693               United-States   >50K
## 4694               United-States  <=50K
## 4695               United-States   >50K
## 4696               United-States  <=50K
## 4697               United-States  <=50K
## 4698                   Guatemala  <=50K
## 4699                      Mexico  <=50K
## 4700               United-States  <=50K
## 4701                   Guatemala  <=50K
## 4702               United-States  <=50K
## 4703               United-States  <=50K
## 4704               United-States  <=50K
## 4705                     Germany   >50K
## 4706                      Mexico  <=50K
## 4707               United-States  <=50K
## 4708               United-States  <=50K
## 4709               United-States  <=50K
## 4710               United-States   >50K
## 4711               United-States  <=50K
## 4712               United-States  <=50K
## 4713               United-States  <=50K
## 4714               United-States  <=50K
## 4715               United-States  <=50K
## 4716               United-States  <=50K
## 4717               United-States  <=50K
## 4718               United-States   >50K
## 4719                      Mexico  <=50K
## 4720               United-States  <=50K
## 4721               United-States  <=50K
## 4722               United-States   >50K
## 4723          Dominican-Republic  <=50K
## 4724               United-States  <=50K
## 4725                     Vietnam  <=50K
## 4726               United-States  <=50K
## 4727                 El-Salvador  <=50K
## 4728               United-States   >50K
## 4729               United-States  <=50K
## 4730               United-States  <=50K
## 4731               United-States  <=50K
## 4732               United-States  <=50K
## 4733                      Mexico  <=50K
## 4734                      Mexico  <=50K
## 4735                      Mexico  <=50K
## 4736               United-States  <=50K
## 4737               United-States   >50K
## 4738               United-States  <=50K
## 4739               United-States  <=50K
## 4740               United-States  <=50K
## 4741               United-States   >50K
## 4742               United-States  <=50K
## 4743               United-States   >50K
## 4744               United-States  <=50K
## 4745               United-States  <=50K
## 4746               United-States  <=50K
## 4747               United-States   >50K
## 4748               United-States   >50K
## 4749                     Germany  <=50K
## 4750               United-States  <=50K
## 4751               United-States   >50K
## 4752               United-States  <=50K
## 4753               United-States  <=50K
## 4754               United-States   >50K
## 4755               United-States  <=50K
## 4756               United-States  <=50K
## 4757               United-States  <=50K
## 4758               United-States  <=50K
## 4759               United-States   >50K
## 4760               United-States  <=50K
## 4761               United-States  <=50K
## 4762               United-States   >50K
## 4763               United-States  <=50K
## 4764               United-States   >50K
## 4765               United-States  <=50K
## 4766                     Ireland   >50K
## 4767               United-States  <=50K
## 4768               United-States  <=50K
## 4769                 Philippines   >50K
## 4770               United-States  <=50K
## 4771               United-States  <=50K
## 4772               United-States  <=50K
## 4773                           ?   >50K
## 4774               United-States  <=50K
## 4775               United-States  <=50K
## 4776               United-States  <=50K
## 4777               United-States   >50K
## 4778               United-States  <=50K
## 4779               United-States  <=50K
## 4780               United-States  <=50K
## 4781               United-States   >50K
## 4782               United-States  <=50K
## 4783               United-States   >50K
## 4784               United-States  <=50K
## 4785               United-States   >50K
## 4786                    Cambodia  <=50K
## 4787                           ?  <=50K
## 4788               United-States  <=50K
## 4789               United-States  <=50K
## 4790               United-States  <=50K
## 4791               United-States  <=50K
## 4792               United-States  <=50K
## 4793               United-States  <=50K
## 4794               United-States   >50K
## 4795               United-States  <=50K
## 4796               United-States  <=50K
## 4797               United-States  <=50K
## 4798               United-States   >50K
## 4799               United-States  <=50K
## 4800               United-States  <=50K
## 4801                      Mexico  <=50K
## 4802               United-States  <=50K
## 4803               United-States  <=50K
## 4804                 Philippines  <=50K
## 4805               United-States  <=50K
## 4806               United-States   >50K
## 4807               United-States   >50K
## 4808                 Puerto-Rico   >50K
## 4809               United-States   >50K
## 4810               United-States  <=50K
## 4811               United-States   >50K
## 4812               United-States  <=50K
## 4813               United-States   >50K
## 4814                       Italy  <=50K
## 4815               United-States  <=50K
## 4816               United-States  <=50K
## 4817               United-States   >50K
## 4818               United-States  <=50K
## 4819               United-States  <=50K
## 4820               United-States  <=50K
## 4821               United-States  <=50K
## 4822               United-States  <=50K
## 4823               United-States  <=50K
## 4824               United-States  <=50K
## 4825               United-States  <=50K
## 4826               United-States   >50K
## 4827                     Vietnam  <=50K
## 4828                           ?   >50K
## 4829               United-States  <=50K
## 4830               United-States  <=50K
## 4831                      Mexico  <=50K
## 4832               United-States  <=50K
## 4833               United-States   >50K
## 4834               United-States   >50K
## 4835               United-States  <=50K
## 4836               United-States  <=50K
## 4837               United-States   >50K
## 4838               United-States  <=50K
## 4839               United-States  <=50K
## 4840               United-States  <=50K
## 4841               United-States  <=50K
## 4842               United-States  <=50K
## 4843               United-States  <=50K
## 4844               United-States  <=50K
## 4845               United-States  <=50K
## 4846               United-States  <=50K
## 4847               United-States  <=50K
## 4848               United-States   >50K
## 4849               United-States  <=50K
## 4850               United-States  <=50K
## 4851               United-States   >50K
## 4852               United-States  <=50K
## 4853               United-States  <=50K
## 4854               United-States  <=50K
## 4855                 Philippines  <=50K
## 4856               United-States  <=50K
## 4857               United-States  <=50K
## 4858               United-States  <=50K
## 4859               United-States   >50K
## 4860               United-States  <=50K
## 4861               United-States  <=50K
## 4862          Dominican-Republic  <=50K
## 4863               United-States   >50K
## 4864               United-States  <=50K
## 4865               United-States  <=50K
## 4866               United-States   >50K
## 4867                 El-Salvador  <=50K
## 4868               United-States  <=50K
## 4869               United-States  <=50K
## 4870               United-States  <=50K
## 4871               United-States   >50K
## 4872               United-States  <=50K
## 4873               United-States   >50K
## 4874               United-States   >50K
## 4875               United-States   >50K
## 4876               United-States   >50K
## 4877               United-States  <=50K
## 4878               United-States  <=50K
## 4879               United-States   >50K
## 4880               United-States  <=50K
## 4881               United-States   >50K
## 4882                      Mexico  <=50K
## 4883               United-States  <=50K
## 4884               United-States  <=50K
## 4885               United-States  <=50K
## 4886               United-States   >50K
## 4887               United-States  <=50K
## 4888               United-States  <=50K
## 4889               United-States   >50K
## 4890               United-States  <=50K
## 4891               United-States  <=50K
## 4892               United-States  <=50K
## 4893               United-States  <=50K
## 4894               United-States  <=50K
## 4895               United-States   >50K
## 4896               United-States  <=50K
## 4897               United-States  <=50K
## 4898               United-States   >50K
## 4899               United-States   >50K
## 4900               United-States  <=50K
## 4901               United-States   >50K
## 4902               United-States  <=50K
## 4903               United-States  <=50K
## 4904               United-States   >50K
## 4905               United-States  <=50K
## 4906                    Portugal   >50K
## 4907               United-States   >50K
## 4908               United-States  <=50K
## 4909               United-States   >50K
## 4910               United-States  <=50K
## 4911               United-States  <=50K
## 4912               United-States  <=50K
## 4913               United-States  <=50K
## 4914                        Cuba  <=50K
## 4915               United-States   >50K
## 4916               United-States  <=50K
## 4917               United-States  <=50K
## 4918               United-States  <=50K
## 4919               United-States  <=50K
## 4920                     Vietnam  <=50K
## 4921               United-States  <=50K
## 4922               United-States  <=50K
## 4923               United-States  <=50K
## 4924               United-States   >50K
## 4925               United-States  <=50K
## 4926               United-States  <=50K
## 4927               United-States  <=50K
## 4928               United-States  <=50K
## 4929               United-States   >50K
## 4930               United-States  <=50K
## 4931               United-States  <=50K
## 4932               United-States  <=50K
## 4933               United-States   >50K
## 4934               United-States  <=50K
## 4935               United-States  <=50K
## 4936               United-States   >50K
## 4937               United-States  <=50K
## 4938               United-States  <=50K
## 4939               United-States  <=50K
## 4940               United-States  <=50K
## 4941               United-States   >50K
## 4942               United-States   >50K
## 4943               United-States  <=50K
## 4944               United-States   >50K
## 4945               United-States   >50K
## 4946               United-States  <=50K
## 4947               United-States  <=50K
## 4948               United-States   >50K
## 4949               United-States  <=50K
## 4950               United-States   >50K
## 4951               United-States   >50K
## 4952               United-States   >50K
## 4953               United-States   >50K
## 4954               United-States   >50K
## 4955               United-States  <=50K
## 4956               United-States  <=50K
## 4957               United-States  <=50K
## 4958               United-States  <=50K
## 4959               United-States  <=50K
## 4960               United-States  <=50K
## 4961                 Puerto-Rico  <=50K
## 4962               United-States   >50K
## 4963               United-States  <=50K
## 4964               United-States  <=50K
## 4965               United-States  <=50K
## 4966               United-States  <=50K
## 4967               United-States  <=50K
## 4968               United-States   >50K
## 4969               United-States  <=50K
## 4970               United-States  <=50K
## 4971               United-States   >50K
## 4972               United-States  <=50K
## 4973                       China   >50K
## 4974                      Mexico  <=50K
## 4975               United-States   >50K
## 4976               United-States  <=50K
## 4977               United-States   >50K
## 4978               United-States  <=50K
## 4979               United-States   >50K
## 4980                   Guatemala  <=50K
## 4981               United-States  <=50K
## 4982               United-States  <=50K
## 4983               United-States  <=50K
## 4984               United-States   >50K
## 4985               United-States  <=50K
## 4986               United-States  <=50K
## 4987               United-States  <=50K
## 4988               United-States  <=50K
## 4989               United-States   >50K
## 4990               United-States  <=50K
## 4991               United-States  <=50K
## 4992               United-States  <=50K
## 4993               United-States  <=50K
## 4994               United-States  <=50K
## 4995               United-States  <=50K
## 4996                      Mexico  <=50K
## 4997               United-States   >50K
## 4998               United-States   >50K
## 4999               United-States  <=50K
## 5000               United-States  <=50K
## 5001               United-States   >50K
## 5002               United-States  <=50K
## 5003               United-States  <=50K
## 5004               United-States  <=50K
## 5005               United-States  <=50K
## 5006               United-States  <=50K
## 5007               United-States  <=50K
## 5008               United-States   >50K
## 5009               United-States  <=50K
## 5010               United-States  <=50K
## 5011               United-States  <=50K
## 5012               United-States  <=50K
## 5013                       Japan  <=50K
## 5014               United-States   >50K
## 5015               United-States   >50K
## 5016               United-States  <=50K
## 5017               United-States  <=50K
## 5018               United-States  <=50K
## 5019               United-States  <=50K
## 5020                      Mexico  <=50K
## 5021               United-States  <=50K
## 5022               United-States  <=50K
## 5023               United-States  <=50K
## 5024               United-States  <=50K
## 5025               United-States  <=50K
## 5026                        Cuba  <=50K
## 5027               United-States   >50K
## 5028               United-States   >50K
## 5029                      Mexico  <=50K
## 5030               United-States  <=50K
## 5031                      Canada  <=50K
## 5032               United-States   >50K
## 5033               United-States  <=50K
## 5034               United-States   >50K
## 5035               United-States  <=50K
## 5036               United-States  <=50K
## 5037               United-States  <=50K
## 5038               United-States  <=50K
## 5039               United-States  <=50K
## 5040               United-States  <=50K
## 5041               United-States  <=50K
## 5042               United-States  <=50K
## 5043               United-States  <=50K
## 5044               United-States  <=50K
## 5045               United-States   >50K
## 5046               United-States   >50K
## 5047               United-States  <=50K
## 5048               United-States  <=50K
## 5049                      Mexico  <=50K
## 5050               United-States   >50K
## 5051               United-States  <=50K
## 5052               United-States   >50K
## 5053               United-States  <=50K
## 5054               United-States   >50K
## 5055               United-States  <=50K
## 5056               United-States  <=50K
## 5057               United-States  <=50K
## 5058               United-States  <=50K
## 5059               United-States   >50K
## 5060               United-States  <=50K
## 5061               United-States  <=50K
## 5062               United-States  <=50K
## 5063               United-States   >50K
## 5064               United-States  <=50K
## 5065               United-States  <=50K
## 5066                      Mexico  <=50K
## 5067               United-States  <=50K
## 5068               United-States  <=50K
## 5069               United-States  <=50K
## 5070               United-States   >50K
## 5071               United-States  <=50K
## 5072               United-States  <=50K
## 5073               United-States   >50K
## 5074               United-States   >50K
## 5075               United-States  <=50K
## 5076               United-States   >50K
## 5077               United-States  <=50K
## 5078               United-States  <=50K
## 5079               United-States  <=50K
## 5080               United-States  <=50K
## 5081               United-States  <=50K
## 5082                           ?  <=50K
## 5083               United-States  <=50K
## 5084                     Jamaica  <=50K
## 5085               United-States  <=50K
## 5086               United-States   >50K
## 5087               United-States  <=50K
## 5088               United-States  <=50K
## 5089               United-States   >50K
## 5090               United-States  <=50K
## 5091               United-States  <=50K
## 5092               United-States  <=50K
## 5093                      Poland  <=50K
## 5094               United-States  <=50K
## 5095               United-States  <=50K
## 5096               United-States  <=50K
## 5097               United-States  <=50K
## 5098               United-States  <=50K
## 5099               United-States   >50K
## 5100               United-States   >50K
## 5101               United-States  <=50K
## 5102               United-States   >50K
## 5103               United-States  <=50K
## 5104               United-States  <=50K
## 5105               United-States  <=50K
## 5106               United-States  <=50K
## 5107               United-States  <=50K
## 5108               United-States  <=50K
## 5109               United-States   >50K
## 5110               United-States  <=50K
## 5111               United-States  <=50K
## 5112               United-States  <=50K
## 5113                      Poland  <=50K
## 5114               United-States  <=50K
## 5115               United-States  <=50K
## 5116               United-States  <=50K
## 5117               United-States  <=50K
## 5118               United-States  <=50K
## 5119                 Puerto-Rico  <=50K
## 5120               United-States  <=50K
## 5121               United-States  <=50K
## 5122               United-States   >50K
## 5123               United-States  <=50K
## 5124               United-States  <=50K
## 5125               United-States  <=50K
## 5126               United-States  <=50K
## 5127               United-States  <=50K
## 5128               United-States  <=50K
## 5129               United-States  <=50K
## 5130               United-States  <=50K
## 5131               United-States  <=50K
## 5132               United-States  <=50K
## 5133                      Canada  <=50K
## 5134               United-States  <=50K
## 5135               United-States  <=50K
## 5136               United-States  <=50K
## 5137               United-States  <=50K
## 5138               United-States   >50K
## 5139               United-States  <=50K
## 5140               United-States  <=50K
## 5141               United-States   >50K
## 5142                      Canada  <=50K
## 5143               United-States  <=50K
## 5144                     Germany  <=50K
## 5145               United-States  <=50K
## 5146               United-States  <=50K
## 5147               United-States  <=50K
## 5148               United-States  <=50K
## 5149               United-States  <=50K
## 5150               United-States  <=50K
## 5151               United-States   >50K
## 5152               United-States  <=50K
## 5153               United-States  <=50K
## 5154               United-States  <=50K
## 5155               United-States  <=50K
## 5156               United-States   >50K
## 5157               United-States  <=50K
## 5158               United-States  <=50K
## 5159               United-States   >50K
## 5160               United-States  <=50K
## 5161               United-States   >50K
## 5162               United-States  <=50K
## 5163               United-States  <=50K
## 5164               United-States  <=50K
## 5165               United-States   >50K
## 5166               United-States  <=50K
## 5167               United-States   >50K
## 5168               United-States   >50K
## 5169               United-States  <=50K
## 5170               United-States   >50K
## 5171               United-States  <=50K
## 5172               United-States  <=50K
## 5173               United-States   >50K
## 5174               United-States   >50K
## 5175               United-States  <=50K
## 5176               United-States   >50K
## 5177               United-States   >50K
## 5178               United-States  <=50K
## 5179               United-States  <=50K
## 5180               United-States   >50K
## 5181                           ?  <=50K
## 5182               United-States  <=50K
## 5183               United-States  <=50K
## 5184               United-States  <=50K
## 5185               United-States   >50K
## 5186                           ?  <=50K
## 5187               United-States  <=50K
## 5188               United-States  <=50K
## 5189               United-States  <=50K
## 5190               United-States  <=50K
## 5191               United-States  <=50K
## 5192               United-States  <=50K
## 5193               United-States   >50K
## 5194               United-States  <=50K
## 5195                        Cuba   >50K
## 5196               United-States  <=50K
## 5197                      Taiwan   >50K
## 5198               United-States  <=50K
## 5199               United-States   >50K
## 5200               United-States  <=50K
## 5201               United-States   >50K
## 5202                           ?   >50K
## 5203               United-States   >50K
## 5204               United-States  <=50K
## 5205               United-States  <=50K
## 5206                        Iran  <=50K
## 5207               United-States  <=50K
## 5208               United-States  <=50K
## 5209               United-States  <=50K
## 5210               United-States  <=50K
## 5211               United-States  <=50K
## 5212               United-States   >50K
## 5213               United-States  <=50K
## 5214               United-States  <=50K
## 5215               United-States  <=50K
## 5216               United-States  <=50K
## 5217               United-States  <=50K
## 5218               United-States  <=50K
## 5219               United-States  <=50K
## 5220                      Taiwan  <=50K
## 5221               United-States   >50K
## 5222               United-States  <=50K
## 5223               United-States   >50K
## 5224               United-States  <=50K
## 5225               United-States   >50K
## 5226               United-States  <=50K
## 5227               United-States  <=50K
## 5228               United-States   >50K
## 5229               United-States  <=50K
## 5230               United-States  <=50K
## 5231               United-States  <=50K
## 5232               United-States   >50K
## 5233               United-States  <=50K
## 5234               United-States  <=50K
## 5235                           ?  <=50K
## 5236               United-States  <=50K
## 5237               United-States   >50K
## 5238               United-States  <=50K
## 5239               United-States   >50K
## 5240               United-States  <=50K
## 5241               United-States  <=50K
## 5242                        Cuba  <=50K
## 5243               United-States  <=50K
## 5244               United-States  <=50K
## 5245               United-States  <=50K
## 5246               United-States  <=50K
## 5247                      Canada  <=50K
## 5248               United-States  <=50K
## 5249               United-States  <=50K
## 5250               United-States  <=50K
## 5251               United-States  <=50K
## 5252               United-States   >50K
## 5253               United-States  <=50K
## 5254               United-States  <=50K
## 5255                      Mexico  <=50K
## 5256               United-States  <=50K
## 5257               United-States  <=50K
## 5258                      Mexico  <=50K
## 5259               United-States  <=50K
## 5260                    Scotland  <=50K
## 5261               United-States  <=50K
## 5262               United-States  <=50K
## 5263               United-States  <=50K
## 5264               United-States  <=50K
## 5265               United-States   >50K
## 5266               United-States  <=50K
## 5267               United-States  <=50K
## 5268               United-States   >50K
## 5269               United-States  <=50K
## 5270               United-States   >50K
## 5271               United-States  <=50K
## 5272               United-States  <=50K
## 5273               United-States  <=50K
## 5274               United-States  <=50K
## 5275               United-States   >50K
## 5276               United-States   >50K
## 5277               United-States   >50K
## 5278               United-States  <=50K
## 5279                      Mexico  <=50K
## 5280               United-States  <=50K
## 5281               United-States  <=50K
## 5282               United-States  <=50K
## 5283               United-States   >50K
## 5284               United-States  <=50K
## 5285               United-States  <=50K
## 5286               United-States   >50K
## 5287                 El-Salvador  <=50K
## 5288               United-States   >50K
## 5289               United-States  <=50K
## 5290               United-States  <=50K
## 5291               United-States   >50K
## 5292               United-States  <=50K
## 5293               United-States  <=50K
## 5294               United-States  <=50K
## 5295               United-States  <=50K
## 5296               United-States  <=50K
## 5297               United-States  <=50K
## 5298               United-States  <=50K
## 5299               United-States  <=50K
## 5300               United-States  <=50K
## 5301               United-States  <=50K
## 5302                      Poland   >50K
## 5303               United-States  <=50K
## 5304               United-States  <=50K
## 5305               United-States  <=50K
## 5306               United-States  <=50K
## 5307               United-States  <=50K
## 5308               United-States  <=50K
## 5309               United-States  <=50K
## 5310                           ?   >50K
## 5311               United-States  <=50K
## 5312               United-States   >50K
## 5313               United-States  <=50K
## 5314               United-States  <=50K
## 5315               United-States  <=50K
## 5316               United-States  <=50K
## 5317               United-States  <=50K
## 5318               United-States  <=50K
## 5319               United-States  <=50K
## 5320               United-States  <=50K
## 5321               United-States  <=50K
## 5322               United-States  <=50K
## 5323               United-States  <=50K
## 5324               United-States  <=50K
## 5325               United-States  <=50K
## 5326                      Mexico  <=50K
## 5327               United-States  <=50K
## 5328               United-States   >50K
## 5329               United-States  <=50K
## 5330               United-States   >50K
## 5331                       South  <=50K
## 5332                        Cuba  <=50K
## 5333               United-States  <=50K
## 5334               United-States  <=50K
## 5335               United-States  <=50K
## 5336               United-States  <=50K
## 5337               United-States  <=50K
## 5338               United-States   >50K
## 5339               United-States  <=50K
## 5340               United-States  <=50K
## 5341                      Mexico  <=50K
## 5342               United-States  <=50K
## 5343               United-States  <=50K
## 5344               United-States  <=50K
## 5345               United-States  <=50K
## 5346               United-States  <=50K
## 5347                     Germany  <=50K
## 5348                           ?   >50K
## 5349               United-States  <=50K
## 5350               United-States   >50K
## 5351               United-States  <=50K
## 5352               United-States   >50K
## 5353               United-States  <=50K
## 5354               United-States  <=50K
## 5355               United-States  <=50K
## 5356               United-States  <=50K
## 5357               United-States  <=50K
## 5358               United-States  <=50K
## 5359               United-States   >50K
## 5360               United-States  <=50K
## 5361               United-States  <=50K
## 5362               United-States  <=50K
## 5363               United-States  <=50K
## 5364               United-States  <=50K
## 5365               United-States  <=50K
## 5366               United-States  <=50K
## 5367               United-States  <=50K
## 5368               United-States  <=50K
## 5369               United-States   >50K
## 5370               United-States  <=50K
## 5371               United-States   >50K
## 5372               United-States  <=50K
## 5373               United-States  <=50K
## 5374               United-States  <=50K
## 5375                           ?   >50K
## 5376               United-States  <=50K
## 5377               United-States  <=50K
## 5378               United-States   >50K
## 5379               United-States  <=50K
## 5380               United-States  <=50K
## 5381               United-States   >50K
## 5382               United-States  <=50K
## 5383               United-States  <=50K
## 5384               United-States  <=50K
## 5385               United-States  <=50K
## 5386                 Puerto-Rico   >50K
## 5387               United-States  <=50K
## 5388               United-States  <=50K
## 5389                     Germany   >50K
## 5390               United-States  <=50K
## 5391               United-States  <=50K
## 5392               United-States  <=50K
## 5393               United-States  <=50K
## 5394               United-States  <=50K
## 5395               United-States  <=50K
## 5396                     Vietnam  <=50K
## 5397               United-States  <=50K
## 5398               United-States   >50K
## 5399               United-States  <=50K
## 5400               United-States  <=50K
## 5401               United-States   >50K
## 5402                           ?  <=50K
## 5403               United-States  <=50K
## 5404               United-States  <=50K
## 5405               United-States  <=50K
## 5406               United-States   >50K
## 5407               United-States   >50K
## 5408               United-States   >50K
## 5409               United-States   >50K
## 5410               United-States  <=50K
## 5411               United-States  <=50K
## 5412               United-States  <=50K
## 5413               United-States  <=50K
## 5414               United-States  <=50K
## 5415               United-States   >50K
## 5416                     Vietnam  <=50K
## 5417               United-States  <=50K
## 5418               United-States  <=50K
## 5419               United-States   >50K
## 5420               United-States  <=50K
## 5421               United-States  <=50K
## 5422               United-States  <=50K
## 5423               United-States  <=50K
## 5424               United-States  <=50K
## 5425                       South  <=50K
## 5426               United-States   >50K
## 5427               United-States  <=50K
## 5428               United-States  <=50K
## 5429               United-States  <=50K
## 5430               United-States   >50K
## 5431               United-States  <=50K
## 5432               United-States   >50K
## 5433               United-States  <=50K
## 5434               United-States  <=50K
## 5435               United-States  <=50K
## 5436                       China  <=50K
## 5437               United-States   >50K
## 5438               United-States   >50K
## 5439               United-States  <=50K
## 5440               United-States  <=50K
## 5441               United-States  <=50K
## 5442                       Italy  <=50K
## 5443               United-States  <=50K
## 5444               United-States  <=50K
## 5445               United-States  <=50K
## 5446               United-States  <=50K
## 5447               United-States  <=50K
## 5448               United-States  <=50K
## 5449               United-States  <=50K
## 5450               United-States  <=50K
## 5451                           ?  <=50K
## 5452               United-States  <=50K
## 5453                 El-Salvador  <=50K
## 5454               United-States  <=50K
## 5455               United-States  <=50K
## 5456               United-States  <=50K
## 5457               United-States   >50K
## 5458               United-States   >50K
## 5459               United-States   >50K
## 5460               United-States  <=50K
## 5461               United-States  <=50K
## 5462               United-States  <=50K
## 5463               United-States   >50K
## 5464                    Columbia  <=50K
## 5465               United-States  <=50K
## 5466               United-States  <=50K
## 5467               United-States  <=50K
## 5468               United-States  <=50K
## 5469               United-States  <=50K
## 5470               United-States  <=50K
## 5471               United-States  <=50K
## 5472                      Poland  <=50K
## 5473               United-States  <=50K
## 5474               United-States   >50K
## 5475               United-States  <=50K
## 5476               United-States  <=50K
## 5477               United-States  <=50K
## 5478               United-States  <=50K
## 5479               United-States   >50K
## 5480               United-States   >50K
## 5481               United-States   >50K
## 5482               United-States  <=50K
## 5483               United-States  <=50K
## 5484               United-States  <=50K
## 5485               United-States  <=50K
## 5486               United-States  <=50K
## 5487               United-States  <=50K
## 5488               United-States   >50K
## 5489               United-States   >50K
## 5490               United-States  <=50K
## 5491               United-States   >50K
## 5492                       Japan  <=50K
## 5493                     England  <=50K
## 5494               United-States  <=50K
## 5495               United-States   >50K
## 5496               United-States  <=50K
## 5497               United-States  <=50K
## 5498               United-States   >50K
## 5499               United-States  <=50K
## 5500               United-States  <=50K
## 5501               United-States  <=50K
## 5502               United-States  <=50K
## 5503               United-States  <=50K
## 5504                      Mexico  <=50K
## 5505               United-States  <=50K
## 5506               United-States  <=50K
## 5507               United-States  <=50K
## 5508               United-States   >50K
## 5509               United-States  <=50K
## 5510               United-States  <=50K
## 5511          Dominican-Republic  <=50K
## 5512               United-States  <=50K
## 5513               United-States  <=50K
## 5514                     England  <=50K
## 5515               United-States   >50K
## 5516               United-States  <=50K
## 5517               United-States  <=50K
## 5518               United-States  <=50K
## 5519               United-States   >50K
## 5520               United-States  <=50K
## 5521               United-States  <=50K
## 5522               United-States   >50K
## 5523               United-States  <=50K
## 5524               United-States   >50K
## 5525               United-States  <=50K
## 5526                 Philippines  <=50K
## 5527               United-States  <=50K
## 5528               United-States  <=50K
## 5529               United-States  <=50K
## 5530               United-States  <=50K
## 5531               United-States   >50K
## 5532               United-States  <=50K
## 5533               United-States   >50K
## 5534               United-States  <=50K
## 5535               United-States  <=50K
## 5536               United-States  <=50K
## 5537               United-States  <=50K
## 5538               United-States   >50K
## 5539               United-States   >50K
## 5540               United-States  <=50K
## 5541                           ?  <=50K
## 5542               United-States  <=50K
## 5543               United-States   >50K
## 5544               United-States   >50K
## 5545               United-States  <=50K
## 5546               United-States  <=50K
## 5547               United-States  <=50K
## 5548               United-States   >50K
## 5549               United-States  <=50K
## 5550               United-States  <=50K
## 5551               United-States  <=50K
## 5552               United-States  <=50K
## 5553               United-States  <=50K
## 5554               United-States  <=50K
## 5555               United-States  <=50K
## 5556               United-States   >50K
## 5557               United-States  <=50K
## 5558               United-States  <=50K
## 5559               United-States  <=50K
## 5560               United-States  <=50K
## 5561                    Cambodia   >50K
## 5562               United-States  <=50K
## 5563               United-States  <=50K
## 5564               United-States  <=50K
## 5565               United-States  <=50K
## 5566               United-States  <=50K
## 5567               United-States   >50K
## 5568               United-States  <=50K
## 5569               United-States   >50K
## 5570               United-States  <=50K
## 5571               United-States   >50K
## 5572               United-States  <=50K
## 5573               United-States  <=50K
## 5574               United-States  <=50K
## 5575               United-States   >50K
## 5576               United-States  <=50K
## 5577               United-States  <=50K
## 5578               United-States  <=50K
## 5579               United-States  <=50K
## 5580               United-States  <=50K
## 5581               United-States   >50K
## 5582               United-States   >50K
## 5583               United-States   >50K
## 5584               United-States  <=50K
## 5585               United-States   >50K
## 5586               United-States  <=50K
## 5587               United-States  <=50K
## 5588               United-States  <=50K
## 5589               United-States   >50K
## 5590               United-States   >50K
## 5591               United-States  <=50K
## 5592               United-States  <=50K
## 5593                       South  <=50K
## 5594               United-States   >50K
## 5595               United-States  <=50K
## 5596               United-States   >50K
## 5597               United-States  <=50K
## 5598               United-States  <=50K
## 5599               United-States  <=50K
## 5600               United-States   >50K
## 5601               United-States   >50K
## 5602               United-States   >50K
## 5603               United-States   >50K
## 5604               United-States  <=50K
## 5605                 Philippines  <=50K
## 5606               United-States  <=50K
## 5607               United-States   >50K
## 5608               United-States  <=50K
## 5609               United-States  <=50K
## 5610               United-States  <=50K
## 5611               United-States   >50K
## 5612               United-States   >50K
## 5613               United-States   >50K
## 5614               United-States  <=50K
## 5615               United-States   >50K
## 5616               United-States  <=50K
## 5617               United-States  <=50K
## 5618                      Poland  <=50K
## 5619               United-States  <=50K
## 5620                     Ireland  <=50K
## 5621               United-States   >50K
## 5622               United-States  <=50K
## 5623               United-States  <=50K
## 5624               United-States  <=50K
## 5625               United-States   >50K
## 5626               United-States   >50K
## 5627               United-States  <=50K
## 5628               United-States  <=50K
## 5629               United-States   >50K
## 5630                       India  <=50K
## 5631               United-States  <=50K
## 5632               United-States  <=50K
## 5633               United-States  <=50K
## 5634               United-States  <=50K
## 5635               United-States   >50K
## 5636               United-States  <=50K
## 5637                 Puerto-Rico  <=50K
## 5638               United-States  <=50K
## 5639               United-States  <=50K
## 5640               United-States   >50K
## 5641               United-States  <=50K
## 5642               United-States  <=50K
## 5643               United-States  <=50K
## 5644               United-States   >50K
## 5645               United-States  <=50K
## 5646               United-States  <=50K
## 5647               United-States  <=50K
## 5648                           ?  <=50K
## 5649               United-States  <=50K
## 5650               United-States   >50K
## 5651               United-States  <=50K
## 5652               United-States   >50K
## 5653               United-States  <=50K
## 5654               United-States  <=50K
## 5655               United-States  <=50K
## 5656               United-States  <=50K
## 5657               United-States  <=50K
## 5658               United-States   >50K
## 5659               United-States   >50K
## 5660               United-States  <=50K
## 5661               United-States   >50K
## 5662               United-States  <=50K
## 5663               United-States  <=50K
## 5664                           ?   >50K
## 5665                 Puerto-Rico  <=50K
## 5666               United-States  <=50K
## 5667               United-States   >50K
## 5668               United-States  <=50K
## 5669               United-States   >50K
## 5670               United-States   >50K
## 5671               United-States  <=50K
## 5672               United-States  <=50K
## 5673               United-States   >50K
## 5674               United-States  <=50K
## 5675               United-States   >50K
## 5676               United-States  <=50K
## 5677               United-States  <=50K
## 5678               United-States  <=50K
## 5679               United-States  <=50K
## 5680               United-States  <=50K
## 5681               United-States  <=50K
## 5682               United-States  <=50K
## 5683               United-States   >50K
## 5684                           ?  <=50K
## 5685               United-States  <=50K
## 5686               United-States   >50K
## 5687               United-States  <=50K
## 5688               United-States  <=50K
## 5689               United-States   >50K
## 5690               United-States  <=50K
## 5691               United-States  <=50K
## 5692               United-States  <=50K
## 5693               United-States  <=50K
## 5694               United-States  <=50K
## 5695               United-States   >50K
## 5696               United-States  <=50K
## 5697               United-States   >50K
## 5698               United-States  <=50K
## 5699                 Philippines  <=50K
## 5700               United-States  <=50K
## 5701               United-States  <=50K
## 5702               United-States  <=50K
## 5703               United-States   >50K
## 5704               United-States   >50K
## 5705               United-States  <=50K
## 5706                     Germany  <=50K
## 5707               United-States  <=50K
## 5708               United-States  <=50K
## 5709               United-States   >50K
## 5710                           ?   >50K
## 5711               United-States   >50K
## 5712               United-States   >50K
## 5713               United-States   >50K
## 5714               United-States   >50K
## 5715               United-States  <=50K
## 5716               United-States  <=50K
## 5717                   Guatemala  <=50K
## 5718               United-States   >50K
## 5719               United-States  <=50K
## 5720               United-States  <=50K
## 5721                     Germany  <=50K
## 5722               United-States  <=50K
## 5723               United-States  <=50K
## 5724               United-States  <=50K
## 5725               United-States  <=50K
## 5726               United-States  <=50K
## 5727               United-States  <=50K
## 5728               United-States   >50K
## 5729               United-States   >50K
## 5730               United-States  <=50K
## 5731               United-States  <=50K
## 5732               United-States  <=50K
## 5733               United-States  <=50K
## 5734               United-States  <=50K
## 5735                    Portugal  <=50K
## 5736               United-States  <=50K
## 5737               United-States  <=50K
## 5738               United-States  <=50K
## 5739               United-States  <=50K
## 5740                      Mexico  <=50K
## 5741                      Mexico  <=50K
## 5742                 Puerto-Rico  <=50K
## 5743               United-States  <=50K
## 5744               United-States  <=50K
## 5745               United-States  <=50K
## 5746               United-States  <=50K
## 5747               United-States  <=50K
## 5748               United-States   >50K
## 5749               United-States   >50K
## 5750               United-States  <=50K
## 5751               United-States   >50K
## 5752               United-States  <=50K
## 5753               United-States  <=50K
## 5754               United-States  <=50K
## 5755                      Canada   >50K
## 5756               United-States   >50K
## 5757               United-States   >50K
## 5758               United-States   >50K
## 5759               United-States  <=50K
## 5760               United-States  <=50K
## 5761               United-States  <=50K
## 5762               United-States  <=50K
## 5763               United-States  <=50K
## 5764               United-States  <=50K
## 5765               United-States   >50K
## 5766               United-States  <=50K
## 5767               United-States  <=50K
## 5768               United-States   >50K
## 5769               United-States  <=50K
## 5770               United-States  <=50K
## 5771               United-States  <=50K
## 5772                 Philippines   >50K
## 5773               United-States  <=50K
## 5774               United-States  <=50K
## 5775               United-States  <=50K
## 5776               United-States  <=50K
## 5777               United-States  <=50K
## 5778               United-States  <=50K
## 5779               United-States  <=50K
## 5780               United-States  <=50K
## 5781               United-States  <=50K
## 5782               United-States  <=50K
## 5783               United-States  <=50K
## 5784               United-States  <=50K
## 5785               United-States  <=50K
## 5786               United-States  <=50K
## 5787                       China  <=50K
## 5788                     England  <=50K
## 5789               United-States  <=50K
## 5790               United-States  <=50K
## 5791               United-States  <=50K
## 5792               United-States   >50K
## 5793               United-States   >50K
## 5794               United-States   >50K
## 5795               United-States   >50K
## 5796               United-States  <=50K
## 5797                     Germany   >50K
## 5798               United-States  <=50K
## 5799               United-States   >50K
## 5800               United-States  <=50K
## 5801               United-States  <=50K
## 5802               United-States  <=50K
## 5803               United-States  <=50K
## 5804               United-States  <=50K
## 5805               United-States  <=50K
## 5806               United-States  <=50K
## 5807               United-States  <=50K
## 5808               United-States  <=50K
## 5809               United-States  <=50K
## 5810               United-States  <=50K
## 5811                      Mexico  <=50K
## 5812               United-States  <=50K
## 5813                       Haiti  <=50K
## 5814               United-States   >50K
## 5815               United-States  <=50K
## 5816               United-States  <=50K
## 5817               United-States  <=50K
## 5818               United-States   >50K
## 5819               United-States  <=50K
## 5820               United-States  <=50K
## 5821               United-States  <=50K
## 5822               United-States   >50K
## 5823               United-States   >50K
## 5824                           ?  <=50K
## 5825               United-States  <=50K
## 5826               United-States  <=50K
## 5827               United-States  <=50K
## 5828               United-States  <=50K
## 5829               United-States  <=50K
## 5830               United-States  <=50K
## 5831               United-States  <=50K
## 5832               United-States   >50K
## 5833               United-States  <=50K
## 5834               United-States  <=50K
## 5835                        Cuba  <=50K
## 5836               United-States  <=50K
## 5837               United-States   >50K
## 5838               United-States  <=50K
## 5839               United-States  <=50K
## 5840                      Greece   >50K
## 5841               United-States  <=50K
## 5842                           ?  <=50K
## 5843                   Guatemala  <=50K
## 5844               United-States  <=50K
## 5845               United-States  <=50K
## 5846               United-States  <=50K
## 5847               United-States  <=50K
## 5848               United-States  <=50K
## 5849               United-States   >50K
## 5850               United-States  <=50K
## 5851               United-States  <=50K
## 5852               United-States  <=50K
## 5853               United-States  <=50K
## 5854               United-States  <=50K
## 5855                           ?  <=50K
## 5856               United-States  <=50K
## 5857               United-States  <=50K
## 5858               United-States   >50K
## 5859               United-States  <=50K
## 5860               United-States  <=50K
## 5861                      Mexico  <=50K
## 5862               United-States  <=50K
## 5863               United-States  <=50K
## 5864               United-States  <=50K
## 5865               United-States  <=50K
## 5866               United-States  <=50K
## 5867               United-States  <=50K
## 5868               United-States   >50K
## 5869               United-States  <=50K
## 5870               United-States  <=50K
## 5871          Dominican-Republic  <=50K
## 5872               United-States   >50K
## 5873               United-States  <=50K
## 5874               United-States  <=50K
## 5875               United-States  <=50K
## 5876               United-States   >50K
## 5877               United-States   >50K
## 5878                      Mexico  <=50K
## 5879               United-States  <=50K
## 5880               United-States  <=50K
## 5881               United-States  <=50K
## 5882               United-States  <=50K
## 5883               United-States   >50K
## 5884                      Greece  <=50K
## 5885               United-States  <=50K
## 5886               United-States  <=50K
## 5887               United-States  <=50K
## 5888               United-States  <=50K
## 5889               United-States  <=50K
## 5890               United-States   >50K
## 5891               United-States  <=50K
## 5892               United-States  <=50K
## 5893               United-States  <=50K
## 5894               United-States  <=50K
## 5895               United-States  <=50K
## 5896               United-States  <=50K
## 5897               United-States  <=50K
## 5898               United-States  <=50K
## 5899               United-States   >50K
## 5900                 El-Salvador  <=50K
## 5901               United-States  <=50K
## 5902               United-States  <=50K
## 5903               United-States  <=50K
## 5904               United-States  <=50K
## 5905               United-States  <=50K
## 5906               United-States  <=50K
## 5907               United-States  <=50K
## 5908               United-States  <=50K
## 5909               United-States  <=50K
## 5910               United-States   >50K
## 5911               United-States  <=50K
## 5912                      Greece  <=50K
## 5913               United-States  <=50K
## 5914               United-States  <=50K
## 5915               United-States  <=50K
## 5916               United-States  <=50K
## 5917               United-States  <=50K
## 5918               United-States   >50K
## 5919               United-States  <=50K
## 5920               United-States   >50K
## 5921               United-States  <=50K
## 5922               United-States  <=50K
## 5923               United-States  <=50K
## 5924               United-States  <=50K
## 5925               United-States  <=50K
## 5926               United-States   >50K
## 5927               United-States  <=50K
## 5928               United-States  <=50K
## 5929               United-States  <=50K
## 5930               United-States   >50K
## 5931               United-States  <=50K
## 5932               United-States   >50K
## 5933               United-States  <=50K
## 5934               United-States  <=50K
## 5935               United-States  <=50K
## 5936               United-States  <=50K
## 5937               United-States   >50K
## 5938               United-States   >50K
## 5939               United-States  <=50K
## 5940               United-States  <=50K
## 5941               United-States   >50K
## 5942               United-States   >50K
## 5943               United-States  <=50K
## 5944               United-States   >50K
## 5945               United-States   >50K
## 5946               United-States  <=50K
## 5947               United-States  <=50K
## 5948               United-States  <=50K
## 5949               United-States   >50K
## 5950               United-States  <=50K
## 5951               United-States  <=50K
## 5952               United-States  <=50K
## 5953               United-States  <=50K
## 5954               United-States  <=50K
## 5955               United-States  <=50K
## 5956               United-States   >50K
## 5957               United-States  <=50K
## 5958               United-States  <=50K
## 5959                      Mexico  <=50K
## 5960               United-States  <=50K
## 5961               United-States  <=50K
## 5962               United-States  <=50K
## 5963               United-States  <=50K
## 5964                           ?  <=50K
## 5965               United-States  <=50K
## 5966               United-States   >50K
## 5967               United-States  <=50K
## 5968               United-States  <=50K
## 5969                      Canada   >50K
## 5970               United-States  <=50K
## 5971               United-States   >50K
## 5972                        Laos  <=50K
## 5973               United-States  <=50K
## 5974               United-States  <=50K
## 5975               United-States  <=50K
## 5976                      Mexico  <=50K
## 5977               United-States  <=50K
## 5978               United-States   >50K
## 5979               United-States  <=50K
## 5980               United-States   >50K
## 5981                       Japan   >50K
## 5982               United-States  <=50K
## 5983               United-States  <=50K
## 5984               United-States  <=50K
## 5985               United-States  <=50K
## 5986               United-States   >50K
## 5987               United-States  <=50K
## 5988               United-States  <=50K
## 5989               United-States  <=50K
## 5990               United-States  <=50K
## 5991               United-States  <=50K
## 5992               United-States  <=50K
## 5993               United-States  <=50K
## 5994               United-States  <=50K
## 5995               United-States  <=50K
## 5996               United-States  <=50K
## 5997               United-States  <=50K
## 5998                      Mexico   >50K
## 5999               United-States  <=50K
## 6000               United-States  <=50K
## 6001               United-States  <=50K
## 6002               United-States  <=50K
## 6003               United-States   >50K
## 6004               United-States  <=50K
## 6005               United-States   >50K
## 6006                           ?   >50K
## 6007                 Philippines  <=50K
## 6008               United-States   >50K
## 6009               United-States   >50K
## 6010               United-States  <=50K
## 6011               United-States   >50K
## 6012               United-States   >50K
## 6013               United-States  <=50K
## 6014               United-States  <=50K
## 6015               United-States  <=50K
## 6016               United-States  <=50K
## 6017               United-States   >50K
## 6018               United-States   >50K
## 6019               United-States  <=50K
## 6020               United-States  <=50K
## 6021               United-States   >50K
## 6022               United-States  <=50K
## 6023               United-States  <=50K
## 6024               United-States  <=50K
## 6025               United-States   >50K
## 6026               United-States   >50K
## 6027               United-States  <=50K
## 6028               United-States  <=50K
## 6029               United-States  <=50K
## 6030               United-States  <=50K
## 6031               United-States   >50K
## 6032               United-States  <=50K
## 6033               United-States   >50K
## 6034               United-States  <=50K
## 6035               United-States  <=50K
## 6036               United-States   >50K
## 6037               United-States   >50K
## 6038               United-States  <=50K
## 6039                       Japan  <=50K
## 6040               United-States  <=50K
## 6041                      Mexico  <=50K
## 6042               United-States  <=50K
## 6043               United-States   >50K
## 6044                      Poland  <=50K
## 6045                     Jamaica  <=50K
## 6046               United-States   >50K
## 6047               United-States  <=50K
## 6048               United-States  <=50K
## 6049               United-States  <=50K
## 6050               United-States  <=50K
## 6051                      Greece  <=50K
## 6052               United-States  <=50K
## 6053               United-States  <=50K
## 6054               United-States  <=50K
## 6055               United-States  <=50K
## 6056               United-States  <=50K
## 6057               United-States  <=50K
## 6058                      Mexico  <=50K
## 6059               United-States  <=50K
## 6060                           ?  <=50K
## 6061               United-States  <=50K
## 6062               United-States  <=50K
## 6063               United-States  <=50K
## 6064               United-States  <=50K
## 6065               United-States  <=50K
## 6066                       China  <=50K
## 6067               United-States   >50K
## 6068                      Mexico  <=50K
## 6069               United-States  <=50K
## 6070               United-States  <=50K
## 6071               United-States  <=50K
## 6072               United-States  <=50K
## 6073               United-States  <=50K
## 6074               United-States  <=50K
## 6075               United-States  <=50K
## 6076               United-States  <=50K
## 6077               United-States  <=50K
## 6078               United-States  <=50K
## 6079               United-States  <=50K
## 6080               United-States  <=50K
## 6081               United-States  <=50K
## 6082               United-States  <=50K
## 6083               United-States   >50K
## 6084               United-States  <=50K
## 6085               United-States   >50K
## 6086               United-States  <=50K
## 6087               United-States  <=50K
## 6088               United-States  <=50K
## 6089               United-States  <=50K
## 6090               United-States  <=50K
## 6091               United-States  <=50K
## 6092               United-States  <=50K
## 6093               United-States  <=50K
## 6094               United-States  <=50K
## 6095               United-States  <=50K
## 6096               United-States  <=50K
## 6097               United-States  <=50K
## 6098               United-States  <=50K
## 6099               United-States  <=50K
## 6100               United-States  <=50K
## 6101               United-States  <=50K
## 6102               United-States   >50K
## 6103               United-States  <=50K
## 6104               United-States  <=50K
## 6105               United-States  <=50K
## 6106               United-States   >50K
## 6107               United-States  <=50K
## 6108               United-States  <=50K
## 6109               United-States  <=50K
## 6110               United-States  <=50K
## 6111               United-States  <=50K
## 6112               United-States   >50K
## 6113               United-States   >50K
## 6114               United-States  <=50K
## 6115               United-States  <=50K
## 6116               United-States   >50K
## 6117               United-States   >50K
## 6118               United-States  <=50K
## 6119               United-States  <=50K
## 6120               United-States  <=50K
## 6121               United-States   >50K
## 6122               United-States   >50K
## 6123               United-States  <=50K
## 6124               United-States  <=50K
## 6125               United-States   >50K
## 6126                 Philippines  <=50K
## 6127               United-States  <=50K
## 6128               United-States  <=50K
## 6129               United-States  <=50K
## 6130                           ?  <=50K
## 6131               United-States  <=50K
## 6132                      Mexico  <=50K
## 6133               United-States  <=50K
## 6134               United-States  <=50K
## 6135               United-States  <=50K
## 6136                     England   >50K
## 6137               United-States  <=50K
## 6138               United-States   >50K
## 6139               United-States  <=50K
## 6140               United-States  <=50K
## 6141               United-States  <=50K
## 6142               United-States  <=50K
## 6143               United-States  <=50K
## 6144               United-States   >50K
## 6145               United-States  <=50K
## 6146               United-States  <=50K
## 6147               United-States  <=50K
## 6148               United-States   >50K
## 6149               United-States  <=50K
## 6150               United-States   >50K
## 6151                       South  <=50K
## 6152               United-States  <=50K
## 6153               United-States  <=50K
## 6154               United-States  <=50K
## 6155               United-States  <=50K
## 6156               United-States  <=50K
## 6157               United-States  <=50K
## 6158               United-States  <=50K
## 6159               United-States  <=50K
## 6160               United-States  <=50K
## 6161               United-States  <=50K
## 6162               United-States  <=50K
## 6163               United-States  <=50K
## 6164               United-States  <=50K
## 6165               United-States  <=50K
## 6166               United-States  <=50K
## 6167               United-States  <=50K
## 6168               United-States  <=50K
## 6169               United-States  <=50K
## 6170               United-States  <=50K
## 6171               United-States   >50K
## 6172               United-States  <=50K
## 6173               United-States  <=50K
## 6174                 El-Salvador   >50K
## 6175               United-States  <=50K
## 6176                     Vietnam  <=50K
## 6177                           ?  <=50K
## 6178               United-States   >50K
## 6179               United-States  <=50K
## 6180               United-States   >50K
## 6181               United-States  <=50K
## 6182               United-States   >50K
## 6183                        Iran  <=50K
## 6184               United-States  <=50K
## 6185               United-States   >50K
## 6186               United-States  <=50K
## 6187                           ?   >50K
## 6188               United-States  <=50K
## 6189               United-States  <=50K
## 6190               United-States  <=50K
## 6191               United-States  <=50K
## 6192               United-States  <=50K
## 6193               United-States   >50K
## 6194               United-States  <=50K
## 6195               United-States  <=50K
## 6196               United-States  <=50K
## 6197               United-States   >50K
## 6198               United-States   >50K
## 6199               United-States  <=50K
## 6200               United-States   >50K
## 6201               United-States   >50K
## 6202               United-States  <=50K
## 6203               United-States  <=50K
## 6204                 Puerto-Rico  <=50K
## 6205               United-States  <=50K
## 6206               United-States   >50K
## 6207               United-States  <=50K
## 6208               United-States  <=50K
## 6209               United-States   >50K
## 6210               United-States  <=50K
## 6211               United-States  <=50K
## 6212               United-States  <=50K
## 6213                     Jamaica   >50K
## 6214               United-States   >50K
## 6215               United-States  <=50K
## 6216               United-States  <=50K
## 6217               United-States   >50K
## 6218               United-States   >50K
## 6219               United-States  <=50K
## 6220                       India  <=50K
## 6221               United-States   >50K
## 6222               United-States  <=50K
## 6223               United-States  <=50K
## 6224               United-States  <=50K
## 6225               United-States   >50K
## 6226               United-States   >50K
## 6227               United-States  <=50K
## 6228               United-States   >50K
## 6229               United-States  <=50K
## 6230               United-States  <=50K
## 6231               United-States  <=50K
## 6232               United-States  <=50K
## 6233               United-States  <=50K
## 6234               United-States   >50K
## 6235               United-States  <=50K
## 6236               United-States  <=50K
## 6237               United-States   >50K
## 6238               United-States  <=50K
## 6239               United-States  <=50K
## 6240               United-States  <=50K
## 6241               United-States  <=50K
## 6242               United-States  <=50K
## 6243                           ?  <=50K
## 6244               United-States  <=50K
## 6245               United-States  <=50K
## 6246               United-States   >50K
## 6247                      Mexico  <=50K
## 6248               United-States  <=50K
## 6249               United-States  <=50K
## 6250               United-States  <=50K
## 6251               United-States   >50K
## 6252               United-States  <=50K
## 6253               United-States  <=50K
## 6254               United-States  <=50K
## 6255               United-States  <=50K
## 6256               United-States  <=50K
## 6257               United-States   >50K
## 6258               United-States  <=50K
## 6259               United-States  <=50K
## 6260               United-States  <=50K
## 6261               United-States  <=50K
## 6262               United-States  <=50K
## 6263               United-States  <=50K
## 6264               United-States  <=50K
## 6265               United-States   >50K
## 6266               United-States  <=50K
## 6267               United-States  <=50K
## 6268               United-States  <=50K
## 6269               United-States  <=50K
## 6270                 Philippines  <=50K
## 6271               United-States  <=50K
## 6272               United-States  <=50K
## 6273               United-States  <=50K
## 6274               United-States  <=50K
## 6275                      Mexico  <=50K
## 6276               United-States  <=50K
## 6277               United-States  <=50K
## 6278               United-States  <=50K
## 6279               United-States  <=50K
## 6280               United-States  <=50K
## 6281               United-States  <=50K
## 6282               United-States   >50K
## 6283               United-States  <=50K
## 6284               United-States  <=50K
## 6285               United-States  <=50K
## 6286               United-States  <=50K
## 6287               United-States  <=50K
## 6288               United-States  <=50K
## 6289                     Jamaica  <=50K
## 6290               United-States   >50K
## 6291               United-States  <=50K
## 6292               United-States   >50K
## 6293               United-States  <=50K
## 6294               United-States  <=50K
## 6295               United-States  <=50K
## 6296                        Iran   >50K
## 6297               United-States  <=50K
## 6298               United-States  <=50K
## 6299               United-States  <=50K
## 6300               United-States   >50K
## 6301               United-States  <=50K
## 6302               United-States  <=50K
## 6303               United-States  <=50K
## 6304               United-States   >50K
## 6305               United-States   >50K
## 6306               United-States  <=50K
## 6307               United-States  <=50K
## 6308               United-States  <=50K
## 6309               United-States  <=50K
## 6310               United-States  <=50K
## 6311               United-States   >50K
## 6312               United-States  <=50K
## 6313               United-States  <=50K
## 6314               United-States   >50K
## 6315                 Philippines  <=50K
## 6316               United-States  <=50K
## 6317               United-States  <=50K
## 6318               United-States  <=50K
## 6319                     Germany  <=50K
## 6320                           ?  <=50K
## 6321               United-States  <=50K
## 6322                       India  <=50K
## 6323               United-States  <=50K
## 6324               United-States  <=50K
## 6325               United-States   >50K
## 6326               United-States   >50K
## 6327               United-States  <=50K
## 6328               United-States  <=50K
## 6329                  Yugoslavia  <=50K
## 6330               United-States  <=50K
## 6331               United-States   >50K
## 6332                 Puerto-Rico   >50K
## 6333               United-States   >50K
## 6334               United-States  <=50K
## 6335               United-States   >50K
## 6336               United-States  <=50K
## 6337               United-States  <=50K
## 6338                      Canada   >50K
## 6339               United-States  <=50K
## 6340               United-States  <=50K
## 6341               United-States  <=50K
## 6342               United-States  <=50K
## 6343               United-States  <=50K
## 6344               United-States  <=50K
## 6345                     Germany   >50K
## 6346               United-States  <=50K
## 6347               United-States  <=50K
## 6348               United-States  <=50K
## 6349               United-States  <=50K
## 6350               United-States   >50K
## 6351               United-States  <=50K
## 6352               United-States  <=50K
## 6353               United-States   >50K
## 6354               United-States  <=50K
## 6355               United-States  <=50K
## 6356               United-States  <=50K
## 6357               United-States  <=50K
## 6358               United-States  <=50K
## 6359               United-States  <=50K
## 6360               United-States   >50K
## 6361                           ?  <=50K
## 6362               United-States  <=50K
## 6363               United-States  <=50K
## 6364               United-States  <=50K
## 6365                           ?  <=50K
## 6366               United-States  <=50K
## 6367               United-States  <=50K
## 6368               United-States  <=50K
## 6369               United-States  <=50K
## 6370               United-States   >50K
## 6371               United-States  <=50K
## 6372               United-States  <=50K
## 6373               United-States  <=50K
## 6374               United-States   >50K
## 6375               United-States  <=50K
## 6376               United-States  <=50K
## 6377                           ?  <=50K
## 6378               United-States  <=50K
## 6379               United-States   >50K
## 6380               United-States   >50K
## 6381               United-States  <=50K
## 6382               United-States  <=50K
## 6383               United-States   >50K
## 6384               United-States   >50K
## 6385               United-States   >50K
## 6386               United-States  <=50K
## 6387               United-States  <=50K
## 6388                       China  <=50K
## 6389               United-States  <=50K
## 6390               United-States  <=50K
## 6391               United-States  <=50K
## 6392               United-States   >50K
## 6393               United-States   >50K
## 6394                      Mexico  <=50K
## 6395               United-States  <=50K
## 6396                           ?  <=50K
## 6397               United-States  <=50K
## 6398               United-States  <=50K
## 6399               United-States  <=50K
## 6400               United-States  <=50K
## 6401               United-States  <=50K
## 6402               United-States  <=50K
## 6403               United-States  <=50K
## 6404               United-States  <=50K
## 6405               United-States  <=50K
## 6406               United-States  <=50K
## 6407               United-States   >50K
## 6408               United-States  <=50K
## 6409               United-States  <=50K
## 6410               United-States  <=50K
## 6411               United-States  <=50K
## 6412               United-States  <=50K
## 6413               United-States  <=50K
## 6414               United-States  <=50K
## 6415               United-States   >50K
## 6416               United-States   >50K
## 6417               United-States   >50K
## 6418               United-States  <=50K
## 6419               United-States  <=50K
## 6420               United-States   >50K
## 6421               United-States   >50K
## 6422                       Haiti  <=50K
## 6423                 Puerto-Rico  <=50K
## 6424               United-States  <=50K
## 6425                      Greece  <=50K
## 6426               United-States  <=50K
## 6427               United-States   >50K
## 6428               United-States  <=50K
## 6429               United-States  <=50K
## 6430               United-States   >50K
## 6431               United-States  <=50K
## 6432               United-States  <=50K
## 6433               United-States  <=50K
## 6434                      Mexico  <=50K
## 6435               United-States  <=50K
## 6436               United-States  <=50K
## 6437               United-States  <=50K
## 6438               United-States  <=50K
## 6439               United-States  <=50K
## 6440               United-States  <=50K
## 6441               United-States  <=50K
## 6442               United-States  <=50K
## 6443               United-States   >50K
## 6444               United-States  <=50K
## 6445               United-States  <=50K
## 6446               United-States  <=50K
## 6447               United-States  <=50K
## 6448               United-States  <=50K
## 6449               United-States  <=50K
## 6450               United-States  <=50K
## 6451               United-States  <=50K
## 6452               United-States  <=50K
## 6453               United-States  <=50K
## 6454               United-States   >50K
## 6455               United-States  <=50K
## 6456               United-States   >50K
## 6457               United-States  <=50K
## 6458               United-States   >50K
## 6459               United-States  <=50K
## 6460               United-States  <=50K
## 6461                 Puerto-Rico  <=50K
## 6462               United-States  <=50K
## 6463               United-States  <=50K
## 6464               United-States  <=50K
## 6465               United-States  <=50K
## 6466               United-States   >50K
## 6467               United-States  <=50K
## 6468               United-States  <=50K
## 6469               United-States   >50K
## 6470               United-States  <=50K
## 6471               United-States  <=50K
## 6472               United-States  <=50K
## 6473               United-States  <=50K
## 6474               United-States  <=50K
## 6475               United-States  <=50K
## 6476               United-States   >50K
## 6477               United-States  <=50K
## 6478               United-States  <=50K
## 6479               United-States   >50K
## 6480               United-States  <=50K
## 6481               United-States  <=50K
## 6482               United-States  <=50K
## 6483               United-States   >50K
## 6484               United-States   >50K
## 6485               United-States   >50K
## 6486                      Mexico   >50K
## 6487               United-States  <=50K
## 6488               United-States   >50K
## 6489               United-States  <=50K
## 6490               United-States  <=50K
## 6491               United-States  <=50K
## 6492               United-States  <=50K
## 6493               United-States   >50K
## 6494                       South  <=50K
## 6495               United-States  <=50K
## 6496               United-States  <=50K
## 6497               United-States  <=50K
## 6498               United-States  <=50K
## 6499               United-States  <=50K
## 6500               United-States   >50K
## 6501               United-States   >50K
## 6502               United-States  <=50K
## 6503               United-States  <=50K
## 6504               United-States  <=50K
## 6505               United-States  <=50K
## 6506                 Philippines  <=50K
## 6507               United-States  <=50K
## 6508               United-States  <=50K
## 6509               United-States  <=50K
## 6510               United-States  <=50K
## 6511               United-States  <=50K
## 6512               United-States  <=50K
## 6513               United-States   >50K
## 6514               United-States   >50K
## 6515               United-States  <=50K
## 6516               United-States  <=50K
## 6517               United-States  <=50K
## 6518               United-States  <=50K
## 6519               United-States  <=50K
## 6520               United-States   >50K
## 6521               United-States  <=50K
## 6522                      Mexico  <=50K
## 6523               United-States  <=50K
## 6524               United-States  <=50K
## 6525                      Mexico   >50K
## 6526               United-States  <=50K
## 6527               United-States  <=50K
## 6528                        Iran  <=50K
## 6529               United-States   >50K
## 6530               United-States  <=50K
## 6531               United-States   >50K
## 6532               United-States  <=50K
## 6533                      Canada  <=50K
## 6534                           ?   >50K
## 6535               United-States  <=50K
## 6536               United-States   >50K
## 6537               United-States  <=50K
## 6538               United-States   >50K
## 6539               United-States  <=50K
## 6540               United-States  <=50K
## 6541               United-States  <=50K
## 6542               United-States  <=50K
## 6543               United-States  <=50K
## 6544               United-States  <=50K
## 6545               United-States  <=50K
## 6546               United-States  <=50K
## 6547               United-States   >50K
## 6548               United-States   >50K
## 6549               United-States   >50K
## 6550                      Taiwan  <=50K
## 6551               United-States  <=50K
## 6552               United-States  <=50K
## 6553               United-States  <=50K
## 6554               United-States  <=50K
## 6555               United-States  <=50K
## 6556               United-States   >50K
## 6557               United-States   >50K
## 6558               United-States  <=50K
## 6559               United-States  <=50K
## 6560                       Italy  <=50K
## 6561                       India  <=50K
## 6562               United-States   >50K
## 6563               United-States  <=50K
## 6564               United-States   >50K
## 6565               United-States  <=50K
## 6566               United-States  <=50K
## 6567               United-States  <=50K
## 6568               United-States  <=50K
## 6569               United-States  <=50K
## 6570               United-States   >50K
## 6571                       South  <=50K
## 6572               United-States  <=50K
## 6573               United-States  <=50K
## 6574               United-States   >50K
## 6575               United-States   >50K
## 6576               United-States  <=50K
## 6577               United-States   >50K
## 6578               United-States  <=50K
## 6579                     Jamaica  <=50K
## 6580               United-States  <=50K
## 6581                     Germany   >50K
## 6582               United-States   >50K
## 6583               United-States  <=50K
## 6584                   Guatemala  <=50K
## 6585               United-States  <=50K
## 6586               United-States  <=50K
## 6587               United-States  <=50K
## 6588               United-States  <=50K
## 6589               United-States  <=50K
## 6590               United-States  <=50K
## 6591                       Italy   >50K
## 6592               United-States  <=50K
## 6593               United-States  <=50K
## 6594               United-States  <=50K
## 6595               United-States  <=50K
## 6596               United-States   >50K
## 6597               United-States  <=50K
## 6598               United-States  <=50K
## 6599               United-States   >50K
## 6600               United-States   >50K
## 6601               United-States  <=50K
## 6602                     Jamaica  <=50K
## 6603               United-States  <=50K
## 6604               United-States   >50K
## 6605                        Iran  <=50K
## 6606               United-States  <=50K
## 6607                       Italy   >50K
## 6608               United-States  <=50K
## 6609               United-States   >50K
## 6610               United-States   >50K
## 6611               United-States  <=50K
## 6612               United-States  <=50K
## 6613               United-States  <=50K
## 6614                      Mexico  <=50K
## 6615               United-States   >50K
## 6616               United-States  <=50K
## 6617               United-States  <=50K
## 6618               United-States  <=50K
## 6619               United-States  <=50K
## 6620               United-States  <=50K
## 6621                      Mexico  <=50K
## 6622               United-States   >50K
## 6623               United-States  <=50K
## 6624               United-States  <=50K
## 6625               United-States  <=50K
## 6626               United-States   >50K
## 6627               United-States  <=50K
## 6628               United-States  <=50K
## 6629               United-States  <=50K
## 6630               United-States  <=50K
## 6631               United-States  <=50K
## 6632                       South  <=50K
## 6633               United-States  <=50K
## 6634               United-States   >50K
## 6635                     Jamaica  <=50K
## 6636                      Greece  <=50K
## 6637               United-States  <=50K
## 6638               United-States   >50K
## 6639               United-States  <=50K
## 6640               United-States   >50K
## 6641               United-States  <=50K
## 6642               United-States  <=50K
## 6643               United-States  <=50K
## 6644               United-States  <=50K
## 6645               United-States  <=50K
## 6646               United-States  <=50K
## 6647               United-States  <=50K
## 6648               United-States  <=50K
## 6649               United-States   >50K
## 6650               United-States   >50K
## 6651               United-States  <=50K
## 6652               United-States  <=50K
## 6653               United-States   >50K
## 6654               United-States  <=50K
## 6655               United-States  <=50K
## 6656                     Jamaica   >50K
## 6657               United-States  <=50K
## 6658               United-States  <=50K
## 6659               United-States   >50K
## 6660               United-States  <=50K
## 6661               United-States   >50K
## 6662               United-States   >50K
## 6663               United-States  <=50K
## 6664               United-States  <=50K
## 6665               United-States   >50K
## 6666               United-States   >50K
##  [ reached 'max' / getOption("max.print") -- omitted 25896 rows ]
##       age                    workclass     similar_pop_count
##  Min.   :17.00    Private         :22696   Min.   :  12285  
##  1st Qu.:28.00    Self-emp-not-inc: 2541   1st Qu.: 117827  
##  Median :37.00    Local-gov       : 2093   Median : 178356  
##  Mean   :38.58    ?               : 1836   Mean   : 189778  
##  3rd Qu.:48.00    State-gov       : 1298   3rd Qu.: 237051  
##  Max.   :90.00    Self-emp-inc    : 1116   Max.   :1484705  
##  NA's   :1       (Other)          :  982   NA's   :1        
##       education_level  years_education                marital_status 
##   HS-grad     :10501   Min.   : 1.00    Married-civ-spouse   :14976  
##   Some-college: 7291   1st Qu.: 9.00    Never-married        :10683  
##   Bachelors   : 5355   Median :10.00    Divorced             : 4443  
##   Masters     : 1723   Mean   :10.08    Separated            : 1025  
##   Assoc-voc   : 1382   3rd Qu.:12.00    Widowed              :  993  
##   11th        : 1175   Max.   :16.00    Married-spouse-absent:  418  
##  (Other)      : 5135   NA's   :1       (Other)               :   24  
##             occupation           household_role                   race      
##   Prof-specialty :4140                  :    1                      :    1  
##   Craft-repair   :4099    Husband       :13193    Amer-Indian-Eskimo:  311  
##   Exec-managerial:4066    Not-in-family : 8305    Asian-Pac-Islander: 1039  
##   Adm-clerical   :3770    Other-relative:  981    Black             : 3124  
##   Sales          :3650    Own-child     : 5068    Other             :  271  
##   Other-service  :3295    Unmarried     : 3446    White             :27816  
##  (Other)         :9542    Wife          : 1568                              
##      gender       capital_gain    capital_loss    hours_per_week 
##         :    1   Min.   :    0   Min.   :   0.0   Min.   : 1.00  
##   Female:10771   1st Qu.:    0   1st Qu.:   0.0   1st Qu.:40.00  
##   Male  :21790   Median :    0   Median :   0.0   Median :40.00  
##                  Mean   : 1078   Mean   :  87.3   Mean   :40.44  
##                  3rd Qu.:    0   3rd Qu.:   0.0   3rd Qu.:45.00  
##                  Max.   :99999   Max.   :4356.0   Max.   :99.00  
##                  NA's   :1       NA's   :1        NA's   :1      
##         native_region      income     
##   United-States:29170         :    1  
##   Mexico       :  643    <=50K:24720  
##   ?            :  583    >50K : 7841  
##   Philippines  :  198                 
##   Germany      :  137                 
##   Canada       :  121                 
##  (Other)       : 1710

Tidying Data and resolving missing values:

#Checking data types
str(adult)
## 'data.frame':    32562 obs. of  15 variables:
##  $ age              : int  39 50 38 53 28 37 49 52 31 42 ...
##  $ workclass        : Factor w/ 10 levels ""," ?"," Federal-gov",..: 9 8 6 6 6 6 6 8 6 6 ...
##  $ similar_pop_count: int  77516 83311 215646 234721 338409 284582 160187 209642 45781 159449 ...
##  $ education_level  : Factor w/ 17 levels ""," 10th"," 11th",..: 11 11 13 3 11 14 8 13 14 11 ...
##  $ years_education  : int  13 13 9 7 13 14 5 9 14 13 ...
##  $ marital_status   : Factor w/ 8 levels ""," Divorced",..: 6 4 2 4 4 4 5 4 6 4 ...
##  $ occupation       : Factor w/ 16 levels ""," ?"," Adm-clerical",..: 3 6 8 8 12 6 10 6 12 6 ...
##  $ household_role   : Factor w/ 7 levels ""," Husband",..: 3 2 3 2 7 7 3 2 3 2 ...
##  $ race             : Factor w/ 6 levels ""," Amer-Indian-Eskimo",..: 6 6 6 4 4 6 4 6 6 6 ...
##  $ gender           : Factor w/ 3 levels ""," Female"," Male": 3 3 3 3 2 2 2 3 2 3 ...
##  $ capital_gain     : int  2174 0 0 0 0 0 0 0 14084 5178 ...
##  $ capital_loss     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ hours_per_week   : int  40 13 40 40 40 40 16 45 50 40 ...
##  $ native_region    : Factor w/ 43 levels ""," ?"," Cambodia",..: 41 41 41 41 7 41 25 41 41 41 ...
##  $ income           : Factor w/ 3 levels ""," <=50K"," >50K": 2 2 2 2 2 2 2 3 3 3 ...
cat("\n------------------Count NA----------------------\n\n")
## 
## ------------------Count NA----------------------
sort(colSums(is.na(adult)), decreasing = TRUE)
##               age similar_pop_count   years_education      capital_gain 
##                 1                 1                 1                 1 
##      capital_loss    hours_per_week         workclass   education_level 
##                 1                 1                 0                 0 
##    marital_status        occupation    household_role              race 
##                 0                 0                 0                 0 
##            gender     native_region            income 
##                 0                 0                 0
vis_miss(adult)

dim(adult)
## [1] 32562    15

Most of the variables are categorical. To Better analyze them, we will:

  1. Reclassified values into value groups to reduce levels ahead of any EDA and predictions.
  2. replaced the remaining 15 missing values with averages.
# Function to recode the values with trimmed spaces
recode_value <- function(old_level) {
  old_level <- trimws(old_level) # Trim leading and trailing whitespace
  for (category in names(new_levels)) {
    if (old_level %in% new_levels[[category]]) {
      return(category)
    }
  }
  return(NA) # Return NA if the education level does not match any category
}

levels(adult$workclass)<- c("unemployed", "unemployed","FedGov","LocGov","NeverWorked","Private",
                                   "SelfEmpInc","SelfEmpNotInc","StateGov","unemployed")


# The new education level categories
new_levels <- list(
  no_edu = c("", "Preschool"),
  primary = c("1st-4th", "5th-6th"),
  secondary = c("7th-8th"),
  highsch = c("9th", "10th", "11th", "12th", "HS-grad"),
  assoc = c("Assoc-acdm", "Assoc-voc", "Some-college"),
  undergrad = c("Bachelors", "Prof-school"),
  master = c("Masters"),
  phd = c("Doctorate")
)

# Recode the education levels with the updated function
adult$education_level <- sapply(adult$education_level, recode_value)

# recreate the levels
levels(adult$education_level)<- c("no_edu", "primary", "secondary", "highsch", "assoc", "undergrad", "master", "phd")

# The new marital status categories
new_levels <- list(
  divorce = c("Divorced", "Separated"),
  married = c("Married-AF-spouse", "Married-civ-spouse", "Married-spouse-absent"),
  notmarried = c("", "Never-married"),
  widowed = c("Widowed")
)

# Recode the marital statuses with the updated function
adult$marital_status <- sapply(adult$marital_status, recode_value)

# recreate the levels
levels(adult$marital_status)<- c("divorce", "married", "notmarried", "widowed")


new_levels <- list(
  other = c("", "?"),
  clerical = c("Adm-clerical"),
  midskill = c("Craft-repair", "Machine-op-inspct", "Transport-moving"),
  lowskill = c("Handlers-cleaners", "Other-service", "Priv-house-serv", "Armed-Forces"),
  highskill = c("Sales", "Tech-support", "Protective-serv", "Prof-specialty", "Exec-managerial"),
  agriculture = c("Farming-fishing")
)


# Recode the marital statuses with the updated function
adult$occupation <- sapply(adult$occupation, recode_value)

# recreate the levels
levels(adult$occupation)<- c("other", "clerical", "midskill", "lowskill", "highskill", "agriculture")


# Define the new levels for household_role
new_levels <- list(
  husband = c("Husband"),
  wife = c("Wife"),
  tenant = c("Not-in-family"),
  single_occ = c("Unmarried", ""),
  relative = c("Other-relative"),
  depchild = c("Own-child")
)

# Recode the household_role column using the recode function
adult$household_role <- sapply(adult$household_role, recode_value)

# Convert the recoded household_role to a factor
adult$household_role <- factor(adult$household_role, levels = names(new_levels))

# Define the new levels for native_country
new_levels <- list(
  EAsia = c("Vietnam", "Laos", "Cambodia", "Thailand", "China", "Hong", "Taiwan", "Philippines", "Japan"),
  SAsia = c("India", "Iran"),
  NorthAmerica = c("Canada", "Mexico", "United-States"),
  CentrAmerica = c("Cuba", "Dominican-Republic", "Guatemala", "Haiti", "Honduras", "Jamaica", "Trinadad&Tobago", "Nicaragua", "El-Salvador", "", "?"),
  SouthAmerica = c("Ecuador", "Peru", "Columbia", "South"),
  Europe = c("France", "Germany", "Greece", "Holand-Netherlands", "Italy", "Hungary", "Ireland", "Poland", "Portugal", "Scotland", "England", "Yugoslavia"),
   USTerritory = c("Outlying-US(Guam-USVI-etc)", "Puerto-Rico")
)

# Recode the native_country column using the recode function
adult$native_region <- sapply(adult$native_region, recode_value)

# Convert the recoded native_country to a factor
adult$native_region <- factor(adult$native_region)


# Define the new levels for income
new_levels <- list(
  "<=50K" = c("<=50K", ""),
  ">50K" = c(">50K")
)

# Recode the income column using the recode function
adult$income <- sapply(adult$income, recode_value)

# Convert the recoded income to a factor
adult$income <- factor(adult$income, levels = names(new_levels))
levels(adult$income)
## [1] "<=50K" ">50K"
# Define the new levels for gender
new_levels <- list(
  "female" = c("Female", ""),
  "male" = c("Male")
)

# Recode the gender column using the recode function
adult$gender <- sapply(adult$gender, recode_value)

# Convert the recoded gender to a factor
adult$gender <- factor(adult$gender, levels = names(new_levels))
levels(adult$gender)
## [1] "female" "male"
# Define the new levels for race
new_levels <- list(
  other = c("Other", ""),
  white = c("White"),
  black = c("Black"),
  native = c("Amer-Indian-Eskimo"),
  Asian_Pac_Islander = c("Asian-Pac-Islander")
)

# Recode the race column using the recode function
adult$race <- sapply(adult$race, recode_value)

# Convert the recoded race to a factor
adult$race <- factor(adult$race, levels = names(new_levels))
levels(adult$race)
## [1] "other"              "white"              "black"             
## [4] "native"             "Asian_Pac_Islander"
# get the average of all remaining missing values
replace_missing_with_average <- function(data) {
  for (col_name in names(data)) {
    # Check if the column is numeric
    if (is.numeric(data[[col_name]])) {
      # Calculate the average, excluding NA values
      column_mean <- mean(data[[col_name]], na.rm = TRUE)
      # Replace NA values with the column's average
      data[[col_name]][is.na(data[[col_name]])] <- column_mean
    }
  }
  return(data)
}

# Call the replace function:
adult <- replace_missing_with_average(adult)

# Make sure categorical variables are factored
adult[] <- lapply(adult, function(x) if(is.character(x)) as.factor(x) else x)


# Create the spans in a new column 
adult <- adult %>%
  mutate(hours_worked_span = case_when(
    `hours_per_week` >= 1 & `hours_per_week` <= 15 ~ "1-15",
    `hours_per_week` >= 16 & `hours_per_week` <= 30 ~ "16-30",
    `hours_per_week` >= 31 & `hours_per_week` <= 45 ~ "31-45",
    `hours_per_week` >= 46 & `hours_per_week` <= 60 ~ "46-60",
    `hours_per_week` >= 61 & `hours_per_week` <= 75 ~ "61-75",
    `hours_per_week` >= 76 & `hours_per_week` <= 100 ~ "76-100",
    TRUE ~ NA_character_  # Handle any other cases
  ))

# Convert the recoded hours_worked_span to a factor
adult$hours_worked_span <- factor(adult$hours_worked_span, levels = c("1-15", "16-30", "31-45", "46-60", "61-75", "76-100"))

# Check the levels 
levels(adult$hours_worked_span)
## [1] "1-15"   "16-30"  "31-45"  "46-60"  "61-75"  "76-100"
# Create new spans and a column
adult <- adult %>%
  mutate(age_span = cut(age, breaks = c(0, 20, 35, 50, 65, 75, 100),
                        labels = c("1-20", "21-35", "36-50", "51-65", "66-75", "76-100"),
                        right = FALSE))

# Convert the 'age_span' column to a categorical type with ordered levels
adult$age_span <- factor(adult$age_span,
                         levels = c("1-20", "21-35", "36-50", "51-65", "66-75", "76-100"),
                         ordered = TRUE)

# Check the levels of the new factor
levels(adult$age_span)
## [1] "1-20"   "21-35"  "36-50"  "51-65"  "66-75"  "76-100"
# Review changes
adult
##      age     workclass similar_pop_count education_level years_education
## 1     39      StateGov             77516       undergrad              13
## 2     50 SelfEmpNotInc             83311       undergrad              13
## 3     38       Private            215646         highsch               9
## 4     53       Private            234721         highsch               7
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## 7     49       Private            160187         highsch               5
## 8     52 SelfEmpNotInc            209642         highsch               9
## 9     31       Private             45781          master              14
## 10    42       Private            159449       undergrad              13
## 11    37       Private            280464           assoc              10
## 12    30      StateGov            141297       undergrad              13
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## 14    32       Private            205019           assoc              12
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## 16    34       Private            245487       secondary               4
## 17    25 SelfEmpNotInc            176756         highsch               9
## 18    32       Private            186824         highsch               9
## 19    38       Private             28887         highsch               7
## 20    43 SelfEmpNotInc            292175          master              14
## 21    40       Private            193524             phd              16
## 22    54       Private            302146         highsch               9
## 23    35        FedGov             76845         highsch               5
## 24    43       Private            117037         highsch               7
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## 27    19       Private            168294         highsch               9
## 28    54    unemployed            180211           assoc              10
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## 41    31       Private            507875         highsch               5
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## 43    24       Private            172987       undergrad              13
## 44    49       Private             94638         highsch               9
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## 69    49    SelfEmpInc            191681           assoc              10
## 70    25    unemployed            200681           assoc              10
## 71    19       Private            101509           assoc              10
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## 73    29 SelfEmpNotInc            162298       undergrad              13
## 74    23       Private            211678           assoc              10
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## 76    27       Private            213921         highsch               9
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## 81    18       Private            446839         highsch               9
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## 151   47        LocGov            186009           assoc              10
## 152   34       Private            198183         highsch               9
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## 156   48       Private            187715         highsch               9
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## 159   29       Private            191535         highsch               9
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## 164   28       Private             88419         highsch               9
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## 166   36       Private            207157           assoc              10
## 167   39        FedGov            235485           assoc              12
## 168   46      StateGov            102628          master              14
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## 240   23       Private            115458         highsch               9
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## 242   41 SelfEmpNotInc            196001         highsch               9
## 243   24      StateGov            273905           assoc              12
## 244   20    unemployed            119156           assoc              10
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## 5841  22       Private            203894           assoc              10
## 5842  50       Private            196193          master              14
## 5843  25       Private            195994         primary               2
## 5844  18       Private             50879         highsch               6
## 5845  21       Private            186849         highsch               9
## 5846  47       Private            201127           assoc              10
## 5847  33       Private            110998         highsch               9
## 5848  39       Private            190466         highsch               9
## 5849  67 SelfEmpNotInc            173935       undergrad              13
## 5850  19       Private            167140           assoc              10
## 5851  18       Private            110230         highsch               6
## 5852  36       Private            287658         highsch               9
## 5853  23       Private            224954           assoc              10
## 5854  25    unemployed            394820           assoc              10
## 5855  40       Private             37618           assoc              10
## 5856  73 SelfEmpNotInc             29306         highsch               9
## 5857  35       Private             37314           assoc              10
## 5858  31       Private            420749           assoc              12
## 5859  20       Private            482732         highsch               6
## 5860  20       Private            206215         highsch               9
## 5861  27       Private            101364         highsch               9
## 5862  66    SelfEmpInc            185369         highsch               6
## 5863  66       Private            216856          master              14
## 5864  64       Private            256019          master              14
## 5865  48       Private            348144           assoc              10
## 5866  24       Private            190293       undergrad              13
## 5867  51 SelfEmpNotInc             25932         highsch               9
## 5868  25       Private            176729       undergrad              13
## 5869  33       Private            166961         highsch               7
## 5870  50       Private             86373         highsch               9
## 5871  51       Private            320513       secondary               4
## 5872  34      StateGov            190290       undergrad              13
## 5873  41        LocGov            111891       secondary               4
## 5874  30 SelfEmpNotInc             45796           assoc              10
## 5875  59       Private            108496           assoc              10
## 5876  41 SelfEmpNotInc            120539           assoc              10
## 5877  36 SelfEmpNotInc            164526          master              14
## 5878  37       Private            323155         primary               2
## 5879  28       Private             65389         highsch               9
## 5880  19       Private            414871         highsch               9
## 5881  28       Private            161607           assoc              10
## 5882  62       Private            224953         highsch               6
##      marital_status  occupation household_role               race gender
## 1        notmarried    clerical         tenant              white   male
## 2           married   highskill        husband              white   male
## 3           divorce    lowskill         tenant              white   male
## 4           married    lowskill        husband              black   male
## 5           married   highskill           wife              black female
## 6           married   highskill           wife              white female
## 7           married    lowskill         tenant              black female
## 8           married   highskill        husband              white   male
## 9        notmarried   highskill         tenant              white female
## 10          married   highskill        husband              white   male
## 11          married   highskill        husband              black   male
## 12          married   highskill        husband Asian_Pac_Islander   male
## 13       notmarried    clerical       depchild              white female
## 14       notmarried   highskill         tenant              black   male
## 15          married    midskill        husband Asian_Pac_Islander   male
## 16          married    midskill        husband             native   male
## 17       notmarried agriculture       depchild              white   male
## 18       notmarried    midskill     single_occ              white   male
## 19          married   highskill        husband              white   male
## 20          divorce   highskill     single_occ              white female
## 21          married   highskill        husband              white   male
## 22          divorce    lowskill     single_occ              black female
## 23          married agriculture        husband              black   male
## 24          married    midskill        husband              white   male
## 25          divorce   highskill     single_occ              white female
## 26          married   highskill        husband              white   male
## 27       notmarried    midskill       depchild              white   male
## 28          married       other        husband Asian_Pac_Islander   male
## 29          divorce   highskill         tenant              white   male
## 30          married    midskill        husband              white   male
## 31       notmarried   highskill         tenant              white   male
## 32       notmarried   highskill       depchild              black   male
## 33          divorce   highskill       depchild              white   male
## 34          married    clerical       depchild              white   male
## 35          married    lowskill        husband              black   male
## 36       notmarried    midskill     single_occ              white   male
## 37       notmarried    midskill       depchild              white   male
## 38          married    clerical           wife              white female
## 39          married   highskill        husband              white   male
## 40          married   highskill        husband              white   male
## 41          married    midskill        husband              white   male
## 42          married   highskill        husband              white   male
## 43          married   highskill        husband              white   male
## 44          divorce    clerical     single_occ              white female
## 45       notmarried    lowskill         tenant              white   male
## 46          married   highskill        husband              black   male
## 47          married    midskill        husband              white   male
## 48          divorce   highskill     single_occ              white female
## 49          married    midskill        husband              white   male
## 50       notmarried   highskill         tenant              white   male
## 51          married   highskill           wife              other female
## 52       notmarried    lowskill       depchild              white female
## 53          married   highskill           wife              white female
## 54          divorce   highskill         tenant              white   male
## 55          divorce   highskill         tenant              white   male
## 56          married   highskill        husband              white   male
## 57          married    midskill        husband              white   male
## 58          married    lowskill        husband              white   male
## 59          married    clerical        husband              white   male
## 60          married    midskill        husband              white   male
## 61          married   highskill        husband              white   male
## 62          married       other         tenant              white   male
## 63          married    midskill        husband              white   male
## 64          married   highskill        husband              white   male
## 65          divorce   highskill         tenant              white   male
## 66          married    midskill        husband              white   male
## 67          divorce    clerical         tenant              white female
## 68          married    clerical           wife              white female
## 69          married   highskill        husband              white   male
## 70       notmarried       other       depchild              white   male
## 71       notmarried   highskill       depchild              white   male
## 72          divorce   highskill       depchild              black female
## 73          married   highskill        husband              white   male
## 74       notmarried    midskill         tenant              white   male
## 75          married   highskill       relative              white   male
## 76       notmarried    lowskill       depchild              white   male
## 77          married    clerical        husband              white   male
## 78          married       other        husband              white   male
## 79       notmarried    lowskill       depchild              white female
## 80          married agriculture        husband              white   male
## 81       notmarried   highskill         tenant              white   male
## 82          married    lowskill        husband              white   male
## 83          married    lowskill           wife              white female
## 84          married   highskill        husband              white   male
## 85          divorce    midskill         tenant              white female
## 86          divorce   highskill       depchild              white female
## 87          married   highskill        husband              white   male
## 88          married   highskill        husband              white   male
## 89       notmarried   highskill         tenant              white   male
## 90       notmarried   highskill         tenant              white female
## 91          married   highskill        husband              white   male
## 92          divorce    midskill     single_occ              white female
## 93          divorce    midskill     single_occ              black female
## 94          married   highskill           wife Asian_Pac_Islander female
## 95          married   highskill        husband              white   male
## 96       notmarried    lowskill         tenant              white   male
## 97          married   highskill        husband              white   male
## 98          married   highskill        husband              white   male
## 99          divorce   highskill     single_occ              white female
## 100      notmarried    lowskill       depchild              black   male
## 101         married   highskill        husband              white   male
## 102         married   highskill        husband              white   male
## 103      notmarried   highskill         tenant              white female
## 104      notmarried   highskill       depchild              white female
## 105      notmarried    midskill         tenant              white   male
## 106         married    midskill        husband              white   male
## 107      notmarried       other       depchild              white female
## 108      notmarried    lowskill       depchild              white   male
## 109      notmarried    clerical         tenant              white female
## 110         married    lowskill        husband              white   male
## 111      notmarried   highskill       relative              white   male
## 112         married   highskill        husband              white   male
## 113         married    lowskill        husband              white   male
## 114         married   highskill           wife              white female
## 115      notmarried    midskill       depchild              white female
## 116         married    lowskill        husband              white   male
## 117         married   highskill        husband              white   male
## 118         married    midskill        husband              black   male
## 119         married   highskill        husband              white   male
## 120      notmarried    midskill         tenant              white   male
## 121      notmarried    lowskill       depchild              white female
## 122         married   highskill        husband              white   male
## 123      notmarried   highskill       depchild              black   male
## 124         married   highskill        husband              white   male
## 125      notmarried    lowskill       depchild              black   male
## 126         married   highskill           wife              white female
## 127      notmarried    clerical       depchild              white female
## 128         married    clerical        husband              white   male
## 129         married       other        husband              white   male
## 130         divorce    midskill         tenant              white   male
## 131      notmarried   highskill         tenant              white female
## 132      notmarried    lowskill         tenant              white female
## 133         married    midskill        husband              white   male
## 134         married   highskill        husband              white   male
## 135         divorce   highskill         tenant              black female
## 136         married   highskill        husband              white   male
## 137         married    midskill        husband              white   male
## 138         married    clerical           wife              white female
## 139      notmarried   highskill       depchild              white   male
## 140         married    midskill        husband Asian_Pac_Islander   male
## 141         married    midskill        husband              white   male
## 142      notmarried   highskill       depchild              white female
## 143      notmarried    lowskill       depchild              white   male
## 144      notmarried   highskill         tenant              white female
## 145      notmarried   highskill       relative              white   male
## 146      notmarried    midskill     single_occ              black female
## 147         married    lowskill        husband              white   male
## 148         widowed    lowskill     single_occ              white female
## 149         married    midskill        husband              white   male
## 150         divorce       other         tenant              white female
## 151         divorce    clerical     single_occ              white female
## 152      notmarried    clerical         tenant              white female
## 153      notmarried   highskill       relative Asian_Pac_Islander female
## 154      notmarried    midskill       depchild              white   male
## 155         divorce       other         tenant              white   male
## 156         married    midskill        husband              white   male
## 157      notmarried    lowskill         tenant              white   male
## 158         divorce   highskill     single_occ              black   male
## 159         divorce    midskill         tenant              white   male
## 160         divorce    lowskill       relative              black   male
## 161         divorce       other         tenant              white female
## 162      notmarried    lowskill     single_occ              white female
## 163         divorce   highskill     single_occ Asian_Pac_Islander female
## 164      notmarried   highskill         tenant Asian_Pac_Islander female
## 165         married   highskill        husband              white   male
## 166         divorce    lowskill     single_occ              white female
## 167      notmarried   highskill         tenant              white   male
## 168         widowed   highskill     single_occ              white   male
## 169      notmarried    lowskill       depchild              white   male
## 170         widowed   highskill         tenant              white female
## 171      notmarried    lowskill         tenant              white   male
## 172         married   highskill        husband              white   male
## 173         married   highskill        husband              white   male
## 174      notmarried    midskill         tenant              white   male
## 175         married   highskill        husband              white   male
## 176         married   highskill     single_occ              white female
## 177      notmarried    midskill       depchild              black   male
## 178      notmarried    lowskill         tenant              black   male
## 179      notmarried    lowskill       depchild              white   male
## 180         married   highskill        husband              white   male
## 181         married   highskill        husband              black   male
## 182         divorce    clerical         tenant              white female
## 183      notmarried    midskill         tenant              black   male
## 184         married    midskill        husband              white   male
## 185         married    clerical        husband              white   male
## 186         married    clerical        husband              black   male
## 187         divorce   highskill         tenant              white female
## 188         divorce       other         tenant              white female
## 189         married   highskill           wife              white female
## 190         married   highskill        husband              white   male
## 191         divorce    midskill         tenant              black female
## 192         married    midskill        husband              white   male
## 193         married    midskill        husband              black   male
## 194         married   highskill        husband              white   male
## 195         married   highskill        husband              white   male
## 196         married    midskill       relative              white   male
## 197         divorce    midskill         tenant              white   male
## 198      notmarried   highskill         tenant              white female
## 199         married   highskill       relative              white   male
## 200      notmarried   highskill         tenant              white   male
## 201      notmarried   highskill         tenant              white female
## 202      notmarried       other       depchild              white   male
## 203         married   highskill        husband              white   male
## 204      notmarried   highskill         tenant              white female
## 205         divorce    clerical     single_occ              white female
## 206      notmarried   highskill       depchild              white female
## 207         married    lowskill        husband              black   male
## 208         divorce    midskill         tenant              white   male
## 209         married   highskill           wife              white female
## 210      notmarried   highskill       depchild              white female
## 211         married    midskill        husband              black   male
## 212         married    midskill        husband              white   male
## 213      notmarried   highskill         tenant             native female
## 214         married    midskill        husband Asian_Pac_Islander   male
## 215         married    midskill        husband              white   male
## 216      notmarried   highskill         tenant              black   male
## 217         divorce   highskill         tenant              white female
## 218         married   highskill        husband              white   male
## 219         married   highskill        husband              white   male
## 220      notmarried    midskill         tenant              white   male
## 221         married    lowskill        husband              white   male
## 222         divorce       other         tenant              white   male
## 223      notmarried    lowskill         tenant              black   male
## 224         married    clerical        husband              black   male
## 225      notmarried    midskill         tenant              white female
## 226      notmarried   highskill       depchild              white female
## 227         divorce       other         tenant             native female
## 228         married agriculture        husband              white   male
## 229         widowed    clerical         tenant              white female
## 230         divorce    clerical         tenant              white female
## 231         divorce    midskill         tenant              black   male
## 232         divorce   highskill     single_occ              black female
## 233      notmarried    clerical         tenant              white   male
## 234         divorce    midskill       relative              other female
## 235      notmarried   highskill         tenant              white   male
## 236         married    lowskill        husband              white   male
## 237      notmarried    clerical         tenant              white female
## 238         married   highskill        husband              white   male
## 239         married   highskill        husband              white   male
## 240      notmarried    midskill       depchild              white   male
## 241         married   highskill        husband              white   male
## 242         married    lowskill           wife              white female
## 243         married   highskill        husband              white   male
## 244      notmarried       other       depchild              white   male
## 245         divorce    midskill         tenant              white   male
## 246         married    clerical        husband              white   male
## 247         married    clerical        husband              white   male
## 248      notmarried    lowskill         tenant              white female
## 249         married   highskill        husband              white   male
## 250         married    clerical        husband              white   male
## 251         married   highskill           wife              white female
## 252         married    clerical           wife              black female
## 253         widowed    lowskill     single_occ              black female
## 254      notmarried    clerical       depchild              white   male
## 255      notmarried    midskill         tenant              white   male
## 256         married agriculture        husband Asian_Pac_Islander   male
## 257      notmarried    lowskill       depchild              white female
## 258         divorce    lowskill         tenant              white female
## 259         widowed   highskill         tenant              white female
## 260         divorce    midskill         tenant              white   male
## 261         divorce   highskill       depchild              white female
## 262         married   highskill        husband              white   male
## 263      notmarried    lowskill       depchild              white   male
## 264         married   highskill        husband              white   male
## 265         married    midskill        husband              white   male
## 266         married   highskill        husband Asian_Pac_Islander   male
## 267      notmarried       other       depchild              white   male
## 268         married   highskill        husband              white   male
## 269      notmarried   highskill         tenant              white female
## 270         married    midskill           wife              white female
## 271         married   highskill        husband              white   male
## 272      notmarried    lowskill       depchild              white   male
## 273         married agriculture        husband              white   male
## 274      notmarried   highskill       depchild              white   male
## 275         divorce   highskill       depchild              white female
## 276         married    lowskill        husband              black   male
## 277         married    midskill        husband              white   male
## 278      notmarried   highskill         tenant              white female
## 279      notmarried   highskill       depchild              white female
## 280         married    midskill           wife              white female
## 281      notmarried   highskill         tenant              white female
## 282         married    midskill        husband              white   male
## 283         divorce   highskill     single_occ              black female
## 284         divorce   highskill         tenant              white female
## 285      notmarried    lowskill       depchild              white   male
## 286         married   highskill        husband              white   male
## 287         married   highskill        husband              white   male
## 288         divorce    lowskill         tenant              white   male
## 289      notmarried   highskill         tenant              white female
## 290         married    midskill        husband              white   male
## 291         married   highskill        husband              white   male
## 292         divorce   highskill         tenant              white female
## 293      notmarried   highskill         tenant              white   male
## 294      notmarried   highskill       depchild              white   male
## 295      notmarried   highskill     single_occ              black female
## 296         married    midskill        husband              white   male
## 297         divorce   highskill         tenant              white female
## 298         married       other           wife Asian_Pac_Islander female
## 299      notmarried    midskill       depchild              white   male
## 300         divorce   highskill         tenant              white   male
## 301         married    clerical        husband              white   male
## 302      notmarried    lowskill         tenant Asian_Pac_Islander female
## 303         married    midskill        husband              white   male
## 304         married   highskill        husband              white   male
## 305         married    clerical           wife Asian_Pac_Islander female
## 306         divorce    clerical         tenant              white female
## 307      notmarried   highskill         tenant              white   male
## 308      notmarried   highskill         tenant              white female
## 309         married    clerical        husband              white   male
## 310         married agriculture        husband              white   male
## 311      notmarried   highskill         tenant              white   male
## 312         married   highskill        husband Asian_Pac_Islander   male
## 313      notmarried       other       depchild              black female
## 314         divorce   highskill         tenant              black female
## 315      notmarried   highskill       depchild              white   male
## 316      notmarried    midskill         tenant              white   male
## 317         married   highskill        husband              white   male
## 318         married    midskill       relative              white female
## 319      notmarried   highskill         tenant              white female
## 320         widowed    lowskill         tenant              white female
## 321         married   highskill        husband              white   male
## 322         married    midskill        husband              white   male
## 323         divorce    midskill         tenant              white   male
## 324      notmarried   highskill         tenant              white female
## 325         married    midskill        husband              white   male
## 326         married agriculture        husband              white   male
## 327      notmarried       other       depchild              black female
## 328         married   highskill           wife              white female
## 329         married    lowskill        husband              white   male
## 330      notmarried    midskill         tenant              white   male
## 331      notmarried    midskill         tenant              black   male
## 332      notmarried    clerical         tenant              white   male
## 333      notmarried    lowskill         tenant              white   male
## 334         married    clerical        husband              white   male
## 335         married    midskill        husband              white   male
## 336      notmarried    lowskill       relative              white   male
## 337      notmarried    midskill       relative              white   male
## 338      notmarried   highskill         tenant              white   male
## 339      notmarried   highskill     single_occ              black   male
## 340         married    lowskill        husband              black   male
## 341      notmarried   highskill         tenant              white   male
## 342         married    midskill        husband              white   male
## 343         married   highskill        husband              white   male
## 344      notmarried agriculture         tenant              white   male
## 345      notmarried   highskill       depchild              black female
## 346      notmarried   highskill         tenant              white   male
## 347         married       other        husband              white   male
## 348         divorce       other     single_occ              white female
## 349         married    lowskill         tenant              white   male
## 350      notmarried   highskill       depchild              white   male
## 351         married   highskill        husband              white   male
## 352         married    lowskill        husband              white   male
## 353         married   highskill        husband              white   male
## 354         married    midskill        husband              white   male
## 355         married       other        husband              white   male
## 356         married    clerical        husband              white   male
## 357         widowed    lowskill     single_occ              other   male
## 358         married   highskill        husband              white   male
## 359         married    clerical           wife              white female
## 360         married    midskill        husband              white   male
## 361         married    lowskill           wife              white female
## 362         married   highskill        husband              white   male
## 363         married    midskill        husband              white   male
## 364         divorce   highskill         tenant              white   male
## 365         married   highskill         tenant              white   male
## 366         married    midskill        husband              white   male
## 367         married   highskill        husband              white   male
## 368      notmarried   highskill         tenant              white female
## 369         divorce   highskill         tenant              white female
## 370         divorce   highskill     single_occ              white female
## 371      notmarried    clerical     single_occ              white female
## 372      notmarried    lowskill       depchild              white   male
## 373         married    midskill        husband              white   male
## 374         married    midskill        husband              black   male
## 375      notmarried    midskill         tenant              black   male
## 376      notmarried    clerical       depchild              white female
## 377         married    midskill           wife              white female
## 378      notmarried   highskill         tenant              white   male
## 379         divorce   highskill         tenant              white   male
## 380         married   highskill        husband              white   male
## 381         divorce    midskill         tenant              white   male
## 382         divorce    midskill         tenant              white female
## 383         married    midskill        husband              white   male
## 384         divorce   highskill         tenant              white female
## 385         married    midskill           wife              white female
## 386      notmarried    lowskill         tenant              white female
## 387         divorce    midskill         tenant              white   male
## 388         married    clerical           wife              white female
## 389      notmarried    clerical       depchild              white female
## 390      notmarried    lowskill       relative              white female
## 391         married    lowskill           wife              white female
## 392      notmarried    midskill         tenant              white   male
## 393         divorce    midskill         tenant              white   male
## 394         married   highskill        husband              white   male
## 395      notmarried    lowskill         tenant              white female
## 396         married   highskill        husband              white   male
## 397         divorce    lowskill     single_occ              white female
## 398      notmarried       other       relative              white female
## 399         married   highskill        husband              white   male
## 400         married   highskill        husband              white   male
## 401      notmarried    lowskill       depchild              white   male
## 402      notmarried    lowskill         tenant              white female
## 403         married   highskill        husband              white   male
## 404         divorce   highskill         tenant              white female
## 405         married    lowskill        husband              other   male
## 406         married   highskill        husband              white   male
## 407         married    clerical        husband              white   male
## 408         married    midskill        husband              white   male
## 409         married       other           wife              white female
## 410         married   highskill        husband              white   male
## 411         divorce    lowskill         tenant              black female
## 412      notmarried    lowskill     single_occ              black female
## 413         divorce   highskill     single_occ              white female
## 414         married   highskill        husband              white   male
## 415         married    midskill        husband              white   male
## 416         divorce    midskill         tenant              white   male
## 417         married    midskill        husband              white   male
## 418      notmarried    lowskill       depchild              white female
## 419         divorce    midskill         tenant              black   male
## 420         divorce    midskill     single_occ              white female
## 421         married   highskill        husband              white   male
## 422      notmarried    lowskill       depchild              white   male
## 423         married   highskill           wife              white female
## 424         divorce agriculture         tenant              white   male
## 425      notmarried    midskill     single_occ              white female
## 426         married    midskill        husband              white   male
## 427      notmarried   highskill         tenant              white   male
## 428      notmarried    lowskill         tenant              white   male
## 429         married   highskill        husband              white   male
## 430         married   highskill        husband              white   male
## 431         widowed       other         tenant              white   male
## 432      notmarried       other       depchild              white   male
## 433         married   highskill         tenant              white female
## 434         married    lowskill           wife              white female
## 435      notmarried    midskill       depchild Asian_Pac_Islander   male
## 436         married   highskill        husband              white   male
## 437      notmarried agriculture         tenant              black   male
## 438      notmarried   highskill         tenant              white female
## 439         married    clerical        husband              white   male
## 440         married    clerical           wife              white female
## 441      notmarried   highskill         tenant              white   male
## 442         divorce    clerical         tenant              white female
## 443      notmarried    lowskill       depchild              white   male
## 444         married   highskill        husband              white   male
## 445      notmarried    midskill       relative              white   male
## 446      notmarried   highskill         tenant              white   male
## 447         widowed   highskill     single_occ              black female
## 448         married    midskill        husband             native   male
## 449         married    midskill        husband              white   male
## 450      notmarried       other       depchild              white female
## 451      notmarried    midskill       depchild              black female
## 452         married    midskill        husband              white   male
## 453         married    midskill        husband              white   male
## 454         married   highskill        husband              black   male
## 455         married   highskill           wife              white female
## 456         married    midskill        husband Asian_Pac_Islander   male
## 457         married   highskill           wife              white female
## 458         married    midskill        husband              black   male
## 459         married    midskill        husband              white   male
## 460         married       other        husband              white   male
## 461      notmarried agriculture       depchild              white   male
## 462         married    midskill        husband              black   male
## 463         married   highskill        husband              white   male
## 464         married    midskill     single_occ              white   male
## 465      notmarried   highskill         tenant              white female
## 466         married    clerical           wife              white female
## 467         divorce    midskill     single_occ              white   male
## 468         married    midskill        husband              white   male
## 469         married   highskill        husband              white   male
## 470         married   highskill           wife              white female
## 471      notmarried   highskill     single_occ              white   male
## 472      notmarried       other       depchild              white   male
## 473      notmarried    midskill         tenant              white   male
## 474      notmarried    midskill         tenant              white   male
## 475         divorce    lowskill         tenant              white female
## 476      notmarried    midskill         tenant              white female
## 477      notmarried    lowskill         tenant              white   male
## 478      notmarried    lowskill       depchild              white   male
## 479      notmarried    lowskill         tenant              white   male
## 480      notmarried    lowskill     single_occ              white female
## 481         married    midskill        husband              white   male
## 482         married    midskill        husband              white   male
## 483      notmarried   highskill         tenant              white   male
## 484         married    midskill     single_occ              white female
## 485      notmarried       other       relative              black   male
## 486         married    clerical       depchild              black female
## 487         married       other        husband              white   male
## 488         married    midskill        husband              white   male
## 489         divorce   highskill     single_occ              white female
## 490         married   highskill        husband              white   male
## 491      notmarried    lowskill         tenant              white female
## 492         divorce    clerical         tenant              white   male
## 493      notmarried   highskill         tenant              white female
## 494         divorce   highskill     single_occ              white female
## 495      notmarried    midskill       depchild              white   male
## 496         divorce    clerical     single_occ              white female
## 497      notmarried    midskill       depchild              white   male
## 498      notmarried    lowskill       depchild              white   male
## 499      notmarried   highskill         tenant              white female
## 500         married       other        husband              white   male
## 501      notmarried agriculture         tenant              white   male
## 502         married    midskill        husband              white   male
## 503         married    clerical        husband              white   male
## 504         divorce    lowskill     single_occ              white female
## 505      notmarried   highskill         tenant              white female
## 506      notmarried   highskill         tenant              black   male
## 507      notmarried   highskill       depchild              white   male
## 508         married   highskill        husband              white   male
## 509         divorce    clerical     single_occ              black female
## 510         divorce    lowskill     single_occ              white female
## 511         married    lowskill     single_occ              white   male
## 512         widowed       other     single_occ              black female
## 513      notmarried    midskill         tenant              white   male
## 514         married   highskill        husband              white   male
## 515         divorce    midskill         tenant              white   male
## 516         widowed       other     single_occ              white female
## 517      notmarried    clerical         tenant             native female
## 518      notmarried       other       depchild              white   male
## 519      notmarried       other     single_occ              white female
## 520         married   highskill        husband              white   male
## 521         married   highskill        husband              white   male
## 522         married   highskill        husband              white   male
## 523         divorce    lowskill         tenant              black   male
## 524         married   highskill        husband              white   male
## 525         divorce    midskill     single_occ              white   male
## 526         married   highskill           wife              white female
## 527         married   highskill        husband              white   male
## 528         divorce    clerical         tenant              white female
## 529         married    midskill        husband              white   male
## 530         married   highskill        husband              white   male
## 531         divorce    midskill     single_occ              other female
## 532      notmarried    midskill         tenant              white   male
## 533         married    lowskill        husband              black   male
## 534         married   highskill           wife              white female
## 535         married   highskill        husband              white   male
## 536         married   highskill        husband              white   male
## 537         widowed    lowskill         tenant              black female
## 538         divorce    midskill         tenant              white   male
## 539      notmarried agriculture         tenant              white female
## 540      notmarried       other     single_occ              black female
## 541         married    midskill        husband              white   male
## 542      notmarried   highskill       depchild              white   male
## 543      notmarried    lowskill     single_occ              white female
## 544      notmarried    midskill         tenant              white   male
## 545         married   highskill        husband              white   male
## 546      notmarried    lowskill         tenant              white female
## 547         married    lowskill           wife              white female
## 548         married   highskill        husband              white   male
## 549      notmarried    lowskill       depchild              white   male
## 550      notmarried    midskill     single_occ              white   male
## 551         divorce   highskill         tenant              white   male
## 552         divorce    lowskill     single_occ              white female
## 553         widowed    clerical     single_occ              white female
## 554         married    midskill           wife              black female
## 555         divorce    midskill     single_occ              black female
## 556      notmarried    midskill         tenant              white female
## 557         married    midskill        husband              white   male
## 558         divorce    clerical     single_occ              white female
## 559         married   highskill           wife              white female
## 560         married    lowskill        husband              white   male
## 561      notmarried    midskill         tenant              white   male
## 562         married   highskill        husband              white   male
## 563         married   highskill        husband              white   male
## 564      notmarried    lowskill     single_occ              black female
## 565         married   highskill        husband              white   male
## 566      notmarried    lowskill       depchild             native   male
## 567         married   highskill        husband              white   male
## 568         divorce    lowskill     single_occ              white female
## 569         divorce    midskill         tenant              white   male
## 570         divorce   highskill     single_occ              white   male
## 571      notmarried    midskill       depchild              white   male
## 572         married   highskill        husband              white   male
## 573      notmarried   highskill       depchild              white   male
## 574         married    midskill        husband              white   male
## 575      notmarried   highskill         tenant              white female
## 576         married   highskill           wife              white   male
## 577      notmarried       other       depchild              white   male
## 578         divorce   highskill     single_occ              white female
## 579      notmarried   highskill         tenant              white female
## 580         married    midskill        husband              white   male
## 581         married       other        husband              white   male
## 582         married   highskill        husband              white   male
## 583         married    midskill        husband              white   male
## 584         married    midskill        husband              white   male
## 585      notmarried   highskill         tenant              white   male
## 586      notmarried   highskill       depchild              white female
## 587      notmarried    clerical         tenant              white   male
## 588      notmarried    lowskill       depchild              white   male
## 589         married    midskill        husband              white   male
## 590         divorce   highskill         tenant              white   male
## 591         married       other        husband              white   male
## 592         married       other           wife Asian_Pac_Islander female
## 593      notmarried    midskill         tenant              white   male
## 594         married   highskill        husband              white   male
## 595      notmarried    clerical       depchild              white female
## 596      notmarried   highskill       depchild              white   male
## 597      notmarried       other     single_occ             native female
## 598         married   highskill        husband              white   male
## 599      notmarried   highskill         tenant              white   male
## 600      notmarried   highskill         tenant              white female
## 601      notmarried   highskill         tenant              white   male
## 602      notmarried    clerical       depchild              white   male
## 603         divorce    lowskill         tenant              white female
## 604         married    lowskill        husband              white   male
## 605      notmarried agriculture         tenant              white   male
## 606      notmarried    clerical     single_occ              black female
## 607         married    midskill        husband              white   male
## 608      notmarried    midskill         tenant             native   male
## 609         divorce   highskill         tenant              black   male
## 610      notmarried    lowskill       depchild              white female
## 611         divorce   highskill         tenant              white female
## 612      notmarried    midskill         tenant              white   male
## 613         married    lowskill        husband              white   male
## 614      notmarried   highskill       depchild              white   male
## 615      notmarried    lowskill       depchild              white female
## 616      notmarried    lowskill       depchild              white   male
## 617         married    midskill        husband              black   male
## 618         married   highskill        husband              white   male
## 619         married   highskill        husband              white   male
## 620         married   highskill        husband              white   male
## 621      notmarried   highskill       depchild              white female
## 622         widowed    lowskill         tenant              black female
## 623         widowed    lowskill     single_occ              black female
## 624         married    midskill        husband              white   male
## 625         married    lowskill     single_occ              white   male
## 626      notmarried agriculture       depchild              black   male
## 627         married   highskill        husband              white   male
## 628         married   highskill        husband              white   male
## 629         married   highskill        husband              white   male
## 630         married   highskill        husband              white   male
## 631      notmarried    lowskill     single_occ              black female
## 632         divorce    lowskill     single_occ              black female
## 633         married    midskill        husband              white   male
## 634         married    clerical           wife              black female
## 635         married    midskill        husband              white   male
## 636      notmarried    lowskill       depchild              white female
## 637      notmarried    lowskill         tenant              white   male
## 638         married   highskill        husband              white   male
## 639         married    midskill        husband              white   male
## 640         married   highskill        husband              white   male
## 641         divorce    midskill         tenant              white   male
## 642         married    midskill        husband              white   male
## 643      notmarried    lowskill       depchild              white   male
## 644         married   highskill        husband              white   male
## 645         married    midskill        husband              white   male
## 646         divorce   highskill         tenant              white   male
## 647         divorce    clerical     single_occ              white female
## 648         married    midskill        husband              white   male
## 649         married       other        husband              white   male
## 650         married   highskill        husband              white   male
## 651      notmarried    lowskill       depchild              white   male
## 652      notmarried   highskill       relative              white   male
## 653         married   highskill        husband Asian_Pac_Islander   male
## 654         divorce   highskill         tenant              white female
## 655      notmarried    midskill       depchild              white female
## 656      notmarried    clerical     single_occ Asian_Pac_Islander female
## 657         widowed       other     single_occ              white female
## 658         married    midskill        husband              white   male
## 659         married    midskill        husband              white   male
## 660         married    midskill        husband              white   male
## 661         married    lowskill        husband              black   male
## 662      notmarried   highskill         tenant              white   male
## 663      notmarried   highskill         tenant              white   male
## 664      notmarried   highskill         tenant              white   male
## 665      notmarried   highskill         tenant              white female
## 666         divorce   highskill     single_occ              white female
## 667         married    midskill        husband              white   male
## 668         married    midskill        husband              black   male
## 669         married       other       depchild Asian_Pac_Islander female
## 670      notmarried    midskill         tenant              white   male
## 671         divorce   highskill         tenant              white   male
## 672      notmarried       other       depchild              white female
## 673      notmarried agriculture       depchild              white   male
## 674         married   highskill        husband              white   male
## 675         married   highskill        husband              white   male
## 676      notmarried   highskill       depchild              white female
## 677      notmarried    lowskill       depchild              white   male
## 678         married    clerical        husband              white   male
## 679      notmarried    midskill         tenant              white   male
## 680         widowed   highskill         tenant              white   male
## 681      notmarried   highskill       depchild              white   male
## 682         married    midskill        husband              white   male
## 683         married    midskill        husband              white   male
## 684         divorce   highskill     single_occ              black   male
## 685      notmarried    clerical       depchild              white female
## 686         divorce   highskill         tenant              white female
## 687      notmarried       other         tenant              white   male
## 688         married   highskill           wife              white female
## 689      notmarried   highskill         tenant              white   male
## 690      notmarried    lowskill       relative              white   male
## 691         married agriculture        husband              white   male
## 692      notmarried    midskill       depchild              black female
## 693         married   highskill        husband              white   male
## 694      notmarried   highskill       depchild              white   male
## 695      notmarried   highskill         tenant              white female
## 696      notmarried       other       relative              white   male
## 697      notmarried   highskill         tenant              white   male
## 698         married   highskill        husband              white   male
## 699      notmarried   highskill       depchild              white female
## 700      notmarried   highskill       depchild              white female
## 701      notmarried   highskill         tenant              white   male
## 702         widowed   highskill     single_occ              white female
## 703      notmarried    lowskill       depchild              white   male
## 704         married    midskill        husband              white   male
## 705         divorce   highskill     single_occ              white female
## 706         divorce   highskill       depchild              white female
## 707         married    lowskill        husband              black   male
## 708      notmarried   highskill         tenant              black   male
## 709         married    midskill        husband              white   male
## 710      notmarried    lowskill       relative              white   male
## 711         married   highskill        husband              white   male
## 712         divorce    clerical     single_occ              black female
## 713         divorce   highskill         tenant              white   male
## 714         married   highskill        husband              white   male
## 715         divorce    clerical     single_occ              white female
## 716         divorce    lowskill     single_occ              black female
## 717         married    midskill        husband              white   male
## 718      notmarried   highskill       depchild              white female
## 719      notmarried   highskill       depchild              white female
## 720         married   highskill        husband              white   male
## 721      notmarried    lowskill         tenant              white   male
## 722         married    midskill        husband              white   male
## 723      notmarried   highskill         tenant              white   male
## 724         married   highskill        husband              white   male
## 725         married   highskill        husband              white   male
## 726      notmarried   highskill         tenant              white   male
## 727         married   highskill           wife              white female
## 728      notmarried    lowskill         tenant              white female
## 729         married    lowskill        husband              white   male
## 730         married   highskill        husband              white   male
## 731      notmarried    lowskill         tenant              white female
## 732         divorce    clerical         tenant Asian_Pac_Islander female
## 733         married    clerical        husband              white   male
## 734      notmarried    lowskill       depchild              white female
## 735         married       other           wife              black female
## 736         married    midskill        husband              white   male
## 737      notmarried   highskill         tenant              black female
## 738         married   highskill        husband              white   male
## 739         widowed    lowskill     single_occ              black female
## 740         married   highskill        husband              white   male
## 741      notmarried    lowskill       relative              white female
## 742         married    midskill        husband              white   male
## 743      notmarried   highskill         tenant              white female
## 744      notmarried   highskill       depchild              white   male
## 745      notmarried    lowskill       depchild              white   male
## 746         married   highskill           wife              white female
## 747         married    midskill        husband              white   male
## 748      notmarried    clerical       depchild              black female
## 749      notmarried    midskill       depchild              black   male
## 750         married   highskill        husband              white   male
## 751         married   highskill        husband              white   male
## 752      notmarried   highskill     single_occ              white   male
## 753         married    midskill        husband              white   male
## 754      notmarried    midskill     single_occ              white   male
## 755      notmarried    lowskill         tenant              white   male
## 756      notmarried    midskill       depchild              white   male
## 757         married    midskill        husband              white   male
## 758      notmarried   highskill         tenant              white female
## 759         married    clerical           wife              white female
## 760      notmarried agriculture         tenant              black   male
## 761      notmarried    lowskill         tenant              white female
## 762         married    clerical           wife              white female
## 763         divorce   highskill     single_occ              white   male
## 764         married   highskill        husband              white   male
## 765      notmarried   highskill         tenant              white   male
## 766         divorce    lowskill     single_occ              white female
## 767         married    lowskill       relative              white   male
## 768         married   highskill           wife              white female
## 769         divorce   highskill         tenant              white female
## 770      notmarried    midskill         tenant              white   male
## 771      notmarried agriculture         tenant              white female
## 772         divorce agriculture         tenant              white   male
## 773         divorce    midskill     single_occ              white   male
## 774         married   highskill           wife              white female
## 775      notmarried   highskill         tenant              white   male
## 776         divorce   highskill         tenant              white   male
## 777         divorce    clerical     single_occ              white female
## 778         married   highskill        husband              white   male
## 779         married   highskill        husband              white   male
## 780      notmarried   highskill         tenant              white   male
## 781         married    midskill        husband              white   male
## 782      notmarried    midskill         tenant              white female
## 783         married   highskill        husband              white   male
## 784         married   highskill        husband              white   male
## 785      notmarried   highskill         tenant              other female
## 786         divorce    clerical         tenant              black female
## 787         married agriculture        husband              white   male
## 788      notmarried    midskill       depchild              white   male
## 789         married       other        husband              white   male
## 790      notmarried       other         tenant              white female
## 791         married   highskill        husband              white   male
## 792         married   highskill        husband              white   male
## 793      notmarried       other       depchild              white   male
## 794      notmarried   highskill         tenant              white female
## 795         married    midskill        husband              white   male
## 796      notmarried    lowskill       relative              black   male
## 797         married    midskill        husband              white   male
## 798      notmarried    midskill         tenant              black   male
## 799      notmarried   highskill         tenant              white   male
## 800         married   highskill        husband              white   male
## 801         divorce    midskill         tenant              white   male
## 802      notmarried    lowskill       depchild              black   male
## 803      notmarried agriculture     single_occ              white   male
## 804         divorce    clerical     single_occ              white female
## 805      notmarried   highskill       depchild              white female
## 806         married    midskill        husband              white   male
## 807         married       other       relative              white   male
## 808         married   highskill        husband              white   male
## 809         married   highskill        husband              white   male
## 810      notmarried    midskill       depchild              white   male
## 811         divorce    lowskill       depchild              white female
## 812      notmarried       other       depchild              black   male
## 813         divorce   highskill         tenant              white   male
## 814      notmarried    clerical       depchild              white   male
## 815      notmarried agriculture       depchild              white   male
## 816         married    lowskill           wife              white female
## 817      notmarried   highskill         tenant              white female
## 818         married    midskill        husband              white   male
## 819         married    midskill        husband              white   male
## 820         married    midskill        husband              white   male
## 821      notmarried    clerical     single_occ              white   male
## 822      notmarried   highskill         tenant              white female
## 823      notmarried   highskill       depchild              white   male
## 824         widowed    clerical         tenant              white female
## 825         married   highskill        husband              white   male
## 826         widowed    midskill     single_occ              white   male
## 827         widowed    lowskill         tenant              white female
## 828         divorce    midskill     single_occ              white female
## 829      notmarried    clerical         tenant              white   male
## 830      notmarried   highskill       depchild              white   male
## 831         married       other        husband              white   male
## 832         married    clerical           wife              white female
## 833      notmarried    lowskill       depchild              white   male
## 834         married   highskill        husband              white   male
## 835         widowed       other         tenant              white female
## 836         married    midskill        husband              white   male
## 837         divorce    clerical         tenant              white   male
## 838         divorce   highskill         tenant              white female
## 839      notmarried   highskill         tenant              white   male
## 840         widowed agriculture         tenant              white   male
## 841      notmarried   highskill       depchild              white   male
## 842         married    midskill        husband              white   male
## 843         married   highskill        husband              white   male
## 844         widowed   highskill         tenant              white female
## 845         married    midskill        husband              white   male
## 846         divorce   highskill         tenant              white   male
## 847         divorce    lowskill         tenant              white female
## 848         married   highskill        husband              white   male
## 849         married    midskill        husband              white   male
## 850      notmarried    midskill       depchild              white   male
## 851         widowed   highskill         tenant              white female
## 852         divorce    clerical         tenant              white female
## 853         married   highskill        husband              white   male
## 854      notmarried   highskill         tenant              white female
## 855         divorce   highskill       depchild              white   male
## 856      notmarried    midskill       depchild              white   male
## 857      notmarried    clerical       depchild              white female
## 858         married    lowskill        husband              white   male
## 859      notmarried   highskill       depchild              white female
## 860      notmarried   highskill         tenant              white female
## 861      notmarried    clerical       depchild              white female
## 862         married agriculture        husband              white   male
## 863         married   highskill        husband              white   male
## 864         married   highskill        husband              white   male
## 865         married    midskill        husband              white   male
## 866      notmarried   highskill         tenant              white female
## 867      notmarried    lowskill         tenant              white   male
## 868      notmarried   highskill       depchild              white   male
## 869         married agriculture        husband              white   male
## 870         divorce   highskill       depchild              white   male
## 871         married   highskill        husband              white   male
## 872      notmarried    midskill       depchild              white   male
## 873         married   highskill        husband              white   male
## 874         married   highskill        husband Asian_Pac_Islander   male
## 875         divorce    lowskill     single_occ              black   male
## 876         married   highskill        husband              white   male
## 877      notmarried    lowskill     single_occ              black female
## 878         divorce    clerical     single_occ              white female
## 879         married    midskill        husband              white   male
## 880      notmarried    clerical         tenant              white female
## 881         divorce    midskill         tenant              white female
## 882         married    clerical       relative              white   male
## 883         married    midskill        husband              white   male
## 884         married   highskill        husband              white   male
## 885         married    midskill           wife              white female
## 886         married       other        husband              white   male
## 887      notmarried   highskill       depchild              white   male
## 888         married    midskill        husband              white   male
## 889         married   highskill        husband              black   male
## 890         divorce   highskill         tenant              white female
## 891         divorce       other     single_occ              black female
## 892      notmarried   highskill         tenant              white   male
## 893         married    clerical           wife Asian_Pac_Islander female
## 894         married   highskill        husband              white   male
## 895         married agriculture        husband              white   male
## 896         married   highskill        husband              white   male
## 897         divorce   highskill       depchild              white   male
## 898      notmarried   highskill       depchild              white female
## 899         married   highskill        husband              white   male
## 900         married   highskill        husband              white   male
## 901         married    lowskill        husband              white   male
## 902         married    midskill        husband              white   male
## 903      notmarried    lowskill       depchild              white female
## 904         married       other       depchild             native   male
## 905      notmarried   highskill         tenant              white   male
## 906         divorce    midskill         tenant              white female
## 907         divorce    midskill         tenant              white   male
## 908      notmarried   highskill       depchild              black   male
## 909         divorce    lowskill       depchild              white   male
## 910         married   highskill        husband              white   male
## 911      notmarried   highskill         tenant              white   male
## 912         divorce    midskill         tenant              white   male
## 913         married agriculture        husband              white   male
## 914      notmarried    midskill         tenant              white   male
## 915      notmarried   highskill       depchild              black   male
## 916         married   highskill        husband              white   male
## 917         married   highskill           wife Asian_Pac_Islander female
## 918         married   highskill        husband Asian_Pac_Islander   male
## 919         married   highskill        husband              white   male
## 920      notmarried    lowskill       depchild              white   male
## 921      notmarried   highskill         tenant              white   male
## 922      notmarried    midskill     single_occ              white   male
## 923         married    midskill           wife              white female
## 924         married    clerical           wife              black female
## 925         married       other        husband              white   male
## 926         married    midskill        husband              white   male
## 927         married    midskill        husband              white   male
## 928         married   highskill        husband              white   male
## 929      notmarried   highskill         tenant              white female
## 930         married    lowskill         tenant              white female
## 931         divorce    midskill         tenant              white   male
## 932      notmarried       other       depchild              white female
## 933         married    lowskill        husband              white   male
## 934         married    clerical           wife              white female
## 935         married    midskill        husband              white   male
## 936         married    midskill        husband              white   male
## 937      notmarried   highskill         tenant              white female
## 938         married   highskill        husband              white   male
## 939         married    midskill        husband              white   male
## 940      notmarried   highskill         tenant              white   male
## 941         divorce    lowskill     single_occ             native female
## 942         married    midskill        husband              black   male
## 943         married   highskill        husband              white   male
## 944      notmarried    lowskill         tenant              white female
## 945         married    midskill        husband              white   male
## 946         divorce   highskill     single_occ              black female
## 947         divorce    clerical     single_occ              white female
## 948         married   highskill           wife              white female
## 949         divorce    midskill     single_occ              white   male
## 950         divorce agriculture     single_occ              white   male
## 951         married   highskill           wife              white female
## 952         married   highskill        husband              white   male
## 953         widowed    lowskill     single_occ              black female
## 954      notmarried    lowskill       depchild              white female
## 955         married   highskill        husband              white   male
## 956         married    midskill        husband              white   male
## 957         married   highskill        husband              white   male
## 958         divorce    midskill         tenant              white   male
## 959         married   highskill        husband              white   male
## 960         married   highskill        husband              white   male
## 961         married   highskill        husband              white   male
## 962         divorce    midskill         tenant              white female
## 963         married    midskill        husband              white   male
## 964         divorce   highskill     single_occ              white female
## 965         married    midskill        husband              white   male
## 966      notmarried    lowskill       depchild              white female
## 967         married   highskill        husband              white   male
## 968         married    midskill        husband              white   male
## 969         married   highskill        husband Asian_Pac_Islander   male
## 970         widowed       other         tenant              white female
## 971         married    midskill        husband              white   male
## 972      notmarried   highskill         tenant              white female
## 973         widowed   highskill         tenant              white   male
## 974         married    midskill        husband              white   male
## 975      notmarried    midskill     single_occ              white   male
## 976      notmarried   highskill         tenant              white female
## 977      notmarried   highskill         tenant              white female
## 978         married   highskill        husband              white   male
## 979         widowed    lowskill         tenant              black female
## 980         divorce    lowskill       depchild              white   male
## 981      notmarried    clerical         tenant              white female
## 982      notmarried    clerical         tenant              white female
## 983      notmarried       other     single_occ              black female
## 984      notmarried agriculture     single_occ              white   male
## 985         widowed   highskill         tenant              white   male
## 986         divorce    lowskill         tenant              white female
## 987      notmarried    midskill       depchild              black female
## 988         divorce    clerical     single_occ              white female
## 989         divorce    midskill     single_occ              white   male
## 990         widowed   highskill         tenant              white female
## 991      notmarried   highskill         tenant              white   male
## 992         married    midskill        husband              white   male
## 993         married    midskill        husband              white   male
## 994         married    clerical        husband              white   male
## 995      notmarried   highskill         tenant              white   male
## 996         married   highskill        husband              white   male
## 997         divorce   highskill         tenant              white   male
## 998         divorce   highskill     single_occ              white   male
## 999         married    midskill        husband              white   male
## 1000        married   highskill        husband              white   male
## 1001     notmarried    lowskill       depchild              white   male
## 1002        married   highskill        husband              white   male
## 1003        married   highskill           wife              white female
## 1004     notmarried   highskill       depchild              white female
## 1005     notmarried    lowskill       depchild              white   male
## 1006        married    clerical        husband              white   male
## 1007        divorce    midskill         tenant              black   male
## 1008        married   highskill        husband              white   male
## 1009        married    midskill        husband              white   male
## 1010        married   highskill        husband              white   male
## 1011        divorce    midskill         tenant              white female
## 1012     notmarried    midskill       depchild              white   male
## 1013        married    midskill        husband              white   male
## 1014        married   highskill        husband              white   male
## 1015        married   highskill        husband              white   male
## 1016        married    lowskill        husband              white   male
## 1017        married   highskill           wife              white female
## 1018        widowed    lowskill     single_occ              white female
## 1019        divorce    midskill         tenant              white   male
## 1020     notmarried       other       depchild              white   male
## 1021     notmarried    midskill         tenant              white   male
## 1022        married   highskill        husband              white   male
## 1023        divorce   highskill         tenant              white female
## 1024        married    lowskill        husband              white   male
## 1025     notmarried    midskill     single_occ              black female
## 1026        married    lowskill        husband              white   male
## 1027     notmarried   highskill         tenant              black   male
## 1028        married   highskill        husband              white   male
## 1029        married    clerical           wife              white female
## 1030        married   highskill         tenant Asian_Pac_Islander   male
## 1031     notmarried    clerical         tenant              white female
## 1032     notmarried    lowskill       depchild              white   male
## 1033     notmarried   highskill         tenant              white   male
## 1034     notmarried    lowskill         tenant              black female
## 1035        widowed       other         tenant              white   male
## 1036     notmarried       other     single_occ              white   male
## 1037        married   highskill        husband              white   male
## 1038     notmarried    lowskill         tenant              white   male
## 1039        divorce    lowskill     single_occ              black female
## 1040        married       other           wife              white female
## 1041     notmarried    lowskill         tenant              white female
## 1042     notmarried    midskill       depchild              black female
## 1043        divorce    clerical         tenant              white female
## 1044        married   highskill        husband              white   male
## 1045     notmarried   highskill         tenant              white female
## 1046        divorce   highskill     single_occ              white   male
## 1047     notmarried       other         tenant              white female
## 1048        married    lowskill        husband              white   male
## 1049     notmarried   highskill         tenant              white female
## 1050        married   highskill        husband              white   male
## 1051        married    midskill        husband              white   male
## 1052        married   highskill        husband              white   male
## 1053        married    clerical        husband              white   male
## 1054        married   highskill        husband              white   male
## 1055        divorce    midskill         tenant              white   male
## 1056        married   highskill        husband              white   male
## 1057        married    midskill        husband              white   male
## 1058        divorce    midskill         tenant              white female
## 1059        married   highskill        husband              white   male
## 1060        married    midskill        husband              white   male
## 1061        married   highskill        husband              white   male
## 1062        married    midskill        husband              white   male
## 1063        married    lowskill        husband              white   male
## 1064        divorce    lowskill     single_occ              white female
## 1065        married   highskill        husband              white   male
## 1066     notmarried    lowskill       depchild              white   male
## 1067        married   highskill        husband              white   male
## 1068        married    midskill        husband              white   male
## 1069        married   highskill        husband              white   male
## 1070        divorce   highskill         tenant              white female
## 1071     notmarried   highskill       depchild              white female
## 1072        married    midskill        husband              white   male
## 1073        married    midskill        husband              white   male
## 1074        married   highskill           wife              white female
## 1075     notmarried    clerical       depchild              white   male
## 1076     notmarried    midskill       depchild              white   male
## 1077     notmarried   highskill         tenant              black female
## 1078     notmarried   highskill       depchild Asian_Pac_Islander   male
## 1079        married    midskill        husband              white   male
## 1080        married   highskill           wife              white female
## 1081        divorce   highskill     single_occ              white female
## 1082        divorce   highskill         tenant              white female
## 1083        married agriculture        husband              white   male
## 1084        married   highskill        husband              white   male
## 1085        married    clerical        husband              white   male
## 1086        married    midskill        husband              white   male
## 1087        married   highskill        husband              white   male
## 1088     notmarried   highskill         tenant              white   male
## 1089        married   highskill        husband              white   male
## 1090        divorce    midskill       depchild              white   male
## 1091        married   highskill        husband              white   male
## 1092     notmarried   highskill         tenant              white   male
## 1093        married   highskill         tenant Asian_Pac_Islander   male
## 1094        divorce    midskill         tenant              white   male
## 1095     notmarried    clerical       depchild              white   male
## 1096     notmarried   highskill       depchild Asian_Pac_Islander   male
## 1097        married    midskill        husband              white   male
## 1098     notmarried       other       depchild              white female
## 1099        married   highskill           wife              white female
## 1100        divorce   highskill     single_occ              white female
## 1101        married       other        husband              white   male
## 1102        married    midskill        husband              white   male
## 1103        married   highskill        husband              white   male
## 1104        married   highskill        husband              black   male
## 1105        married   highskill           wife              white female
## 1106        divorce    clerical     single_occ              white female
## 1107     notmarried   highskill         tenant              white   male
## 1108     notmarried    lowskill       depchild              white   male
## 1109        married    midskill        husband              white   male
## 1110        married    midskill        husband              white   male
## 1111        married   highskill        husband              white   male
## 1112        married   highskill           wife              white female
## 1113     notmarried    clerical         tenant              white   male
## 1114        married   highskill           wife              white female
## 1115        divorce    lowskill       depchild              white female
## 1116        married    midskill        husband              white   male
## 1117        married    midskill        husband              white   male
## 1118        married    midskill        husband              white   male
## 1119        married   highskill           wife              white female
## 1120        married   highskill        husband Asian_Pac_Islander   male
## 1121        married   highskill        husband              white   male
## 1122        divorce   highskill         tenant              white female
## 1123        married   highskill        husband              white   male
## 1124        married   highskill        husband              white   male
## 1125        divorce    lowskill     single_occ              black female
## 1126     notmarried    clerical       depchild              white female
## 1127        married    midskill        husband              white   male
## 1128        widowed    lowskill         tenant              black   male
## 1129        divorce    lowskill     single_occ              white   male
## 1130        married   highskill        husband              white   male
## 1131     notmarried    midskill         tenant              black female
## 1132        divorce       other         tenant              white female
## 1133     notmarried    lowskill     single_occ              white female
## 1134     notmarried    clerical       depchild              white female
## 1135        divorce       other     single_occ              white   male
## 1136        married   highskill        husband              white   male
## 1137        married   highskill        husband              white   male
## 1138        married    clerical        husband              black   male
## 1139        married    midskill        husband              white   male
## 1140        married    midskill        husband              white   male
## 1141     notmarried    lowskill       depchild              white female
## 1142     notmarried   highskill         tenant              white   male
## 1143        widowed   highskill     single_occ              white female
## 1144     notmarried    lowskill         tenant              white   male
## 1145        married   highskill        husband              white   male
## 1146        married   highskill        husband              white   male
## 1147     notmarried   highskill         tenant              white female
## 1148        married    midskill        husband              white   male
## 1149        married   highskill        husband              white   male
## 1150        married   highskill        husband              white   male
## 1151     notmarried    lowskill       depchild              white   male
## 1152        divorce    clerical     single_occ              white female
## 1153     notmarried       other         tenant              white   male
## 1154        married    midskill        husband              white   male
## 1155        married   highskill        husband              white   male
## 1156        married agriculture        husband              white   male
## 1157        married   highskill        husband              white   male
## 1158        married   highskill           wife              white female
## 1159     notmarried    midskill     single_occ Asian_Pac_Islander   male
## 1160     notmarried    lowskill       depchild              white   male
## 1161        married    midskill        husband              white   male
## 1162        widowed    midskill     single_occ              white   male
## 1163        married   highskill        husband              white   male
## 1164        married   highskill        husband              white   male
## 1165        married   highskill           wife              white female
## 1166        divorce    clerical         tenant              black female
## 1167        married    clerical        husband              white   male
## 1168     notmarried       other       depchild              white female
## 1169        married   highskill        husband              white   male
## 1170        divorce    midskill         tenant              white   male
## 1171        divorce    clerical         tenant              white female
## 1172        divorce    lowskill         tenant              black female
## 1173        married agriculture         tenant              white   male
## 1174     notmarried    lowskill         tenant              white   male
## 1175        married    lowskill        husband              white   male
## 1176        married       other        husband              white   male
## 1177     notmarried    clerical       depchild              white female
## 1178        married   highskill        husband              white   male
## 1179     notmarried    clerical     single_occ              white female
## 1180     notmarried    lowskill         tenant Asian_Pac_Islander   male
## 1181        married       other        husband              white   male
## 1182        divorce   highskill         tenant              white female
## 1183        married   highskill        husband              white   male
## 1184        married    clerical        husband              white   male
## 1185        married    midskill        husband              white   male
## 1186        married       other        husband              white   male
## 1187     notmarried   highskill       depchild              black female
## 1188        married    midskill        husband              white   male
## 1189     notmarried    clerical         tenant              white female
## 1190     notmarried   highskill       depchild              white   male
## 1191        divorce    lowskill         tenant              white   male
## 1192        married    midskill        husband              white   male
## 1193        married    midskill        husband              white   male
## 1194        married   highskill        husband              white   male
## 1195     notmarried    lowskill       depchild              white female
## 1196        divorce   highskill         tenant              black female
## 1197        married   highskill        husband              white   male
## 1198        married   highskill        husband              white   male
## 1199     notmarried    midskill       depchild              white female
## 1200        married    midskill        husband              white   male
## 1201        married    clerical        husband              black   male
## 1202        married   highskill        husband              white   male
## 1203        divorce    midskill         tenant              white   male
## 1204     notmarried    lowskill         tenant              white   male
## 1205        married    midskill        husband              black   male
## 1206        married   highskill        husband              white   male
## 1207        married   highskill        husband              white   male
## 1208        married   highskill        husband              white   male
## 1209     notmarried       other       depchild              white   male
## 1210        married    midskill        husband              white   male
## 1211        married   highskill        husband              white   male
## 1212        divorce    clerical       depchild              white   male
## 1213        divorce    midskill     single_occ              white female
## 1214        married   highskill        husband              white   male
## 1215     notmarried    lowskill       depchild              white   male
## 1216        widowed       other         tenant              white female
## 1217        married    midskill        husband             native   male
## 1218        divorce       other         tenant Asian_Pac_Islander female
## 1219        divorce   highskill         tenant              white   male
## 1220        married   highskill        husband              white   male
## 1221        married    midskill        husband              white   male
## 1222        married    midskill        husband              white   male
## 1223        married    midskill        husband              white   male
## 1224        widowed    clerical       depchild              white female
## 1225        married    midskill        husband              white   male
## 1226     notmarried    clerical         tenant              white female
## 1227        married   highskill        husband              white   male
## 1228        married agriculture        husband              white   male
## 1229        divorce    clerical     single_occ              white female
## 1230        married   highskill        husband              white   male
## 1231        married   highskill        husband              white   male
## 1232        divorce    clerical     single_occ              white female
## 1233     notmarried    clerical         tenant              white female
## 1234        married    midskill        husband              white   male
## 1235        divorce    lowskill         tenant              black female
## 1236     notmarried   highskill         tenant              white female
## 1237     notmarried   highskill         tenant              white female
## 1238        married   highskill       relative              white female
## 1239     notmarried    lowskill       depchild              white female
## 1240     notmarried    clerical       depchild              white female
## 1241     notmarried   highskill         tenant              white   male
## 1242        divorce    clerical         tenant              white female
## 1243        widowed   highskill         tenant              white female
## 1244        married   highskill        husband              white   male
## 1245     notmarried    lowskill         tenant              white   male
## 1246        widowed    lowskill         tenant              white female
## 1247        married   highskill        husband              white   male
## 1248        divorce    clerical         tenant              white   male
## 1249        married    clerical           wife              white female
## 1250     notmarried    lowskill       depchild              white female
## 1251        married   highskill        husband              white   male
## 1252        married   highskill        husband              white   male
## 1253        married    clerical        husband              white   male
## 1254        divorce    clerical         tenant              white female
## 1255     notmarried    midskill         tenant              white   male
## 1256        married    midskill        husband Asian_Pac_Islander   male
## 1257     notmarried    clerical         tenant              white female
## 1258        married   highskill        husband              white   male
## 1259        married   highskill        husband              white   male
## 1260        divorce    clerical         tenant              white   male
## 1261        married    midskill        husband              white   male
## 1262        married    midskill        husband              white   male
## 1263        widowed       other         tenant              white female
## 1264        widowed    lowskill         tenant              white female
## 1265     notmarried    midskill       depchild              white   male
## 1266     notmarried   highskill         tenant              white female
## 1267        married   highskill        husband              white   male
## 1268        married    midskill        husband              white   male
## 1269        married    clerical        husband              white   male
## 1270        divorce   highskill         tenant              white   male
## 1271     notmarried   highskill     single_occ              black female
## 1272        married    lowskill        husband              white   male
## 1273     notmarried    lowskill         tenant              white female
## 1274     notmarried   highskill         tenant              black female
## 1275     notmarried    lowskill     single_occ              white female
## 1276        married    clerical        husband              white   male
## 1277        married   highskill        husband              white   male
## 1278        married   highskill        husband              white   male
## 1279        married    midskill        husband              white   male
## 1280        married   highskill        husband              white   male
## 1281     notmarried   highskill         tenant              white   male
## 1282        divorce   highskill     single_occ Asian_Pac_Islander female
## 1283        married       other        husband              white   male
## 1284     notmarried agriculture       depchild              black   male
## 1285        married    clerical           wife              white female
## 1286        married    midskill        husband              white   male
## 1287        married   highskill        husband              white   male
## 1288        married    lowskill        husband              white   male
## 1289     notmarried   highskill         tenant              white   male
## 1290        married    midskill        husband              white   male
## 1291        married       other        husband              white   male
## 1292        widowed    lowskill     single_occ              white female
## 1293        married    midskill        husband              white   male
## 1294        married   highskill        husband              black   male
## 1295        married    lowskill        husband              white   male
## 1296        married    midskill        husband              white   male
## 1297     notmarried    lowskill         tenant              white   male
## 1298        married   highskill        husband              white   male
## 1299     notmarried    lowskill       depchild              black   male
## 1300        married    midskill        husband              white   male
## 1301     notmarried    lowskill         tenant              black   male
## 1302     notmarried    lowskill     single_occ              black female
## 1303        married    midskill           wife              white female
## 1304        married   highskill        husband              white   male
## 1305        married   highskill        husband              white   male
## 1306        married    midskill        husband              white   male
## 1307     notmarried    midskill         tenant              white   male
## 1308     notmarried    clerical       depchild              white female
## 1309        married   highskill        husband              white   male
## 1310        married    midskill           wife              white female
## 1311        married   highskill        husband              white   male
## 1312     notmarried   highskill         tenant              white female
## 1313     notmarried       other         tenant              white female
## 1314        divorce    clerical     single_occ              white female
## 1315        married    lowskill        husband              white   male
## 1316     notmarried    midskill       depchild              white female
## 1317        married   highskill        husband              white   male
## 1318     notmarried       other         tenant              white   male
## 1319        married   highskill        husband              white   male
## 1320        married    midskill        husband              white   male
## 1321        widowed    clerical     single_occ              white female
## 1322     notmarried    clerical       depchild              white   male
## 1323     notmarried   highskill         tenant              white   male
## 1324        married    midskill        husband              white   male
## 1325        married    clerical        husband              white   male
## 1326     notmarried       other       depchild              white   male
## 1327        married    lowskill        husband              white   male
## 1328        widowed    lowskill     single_occ Asian_Pac_Islander female
## 1329     notmarried   highskill       depchild              black female
## 1330     notmarried    lowskill     single_occ              black female
## 1331     notmarried    midskill       relative              white   male
## 1332     notmarried    midskill         tenant              white female
## 1333     notmarried    midskill         tenant              black   male
## 1334        married   highskill        husband              white   male
## 1335        married   highskill        husband              white   male
## 1336     notmarried   highskill         tenant              white female
## 1337     notmarried   highskill         tenant              white   male
## 1338        married   highskill        husband              white   male
## 1339        divorce   highskill       depchild              white female
## 1340        married   highskill        husband              white   male
## 1341     notmarried   highskill     single_occ              white   male
## 1342        married   highskill         tenant              white female
## 1343        divorce    clerical         tenant              white   male
## 1344     notmarried    clerical       depchild              white   male
## 1345     notmarried   highskill         tenant              other   male
## 1346     notmarried    clerical       depchild              white female
## 1347        married   highskill        husband              white   male
## 1348     notmarried       other       depchild              white female
## 1349        married   highskill        husband Asian_Pac_Islander   male
## 1350        married       other        husband              white   male
## 1351     notmarried   highskill         tenant              white   male
## 1352        married    midskill        husband              white   male
## 1353        divorce   highskill       depchild              white female
## 1354        married    midskill        husband              white   male
## 1355        divorce    midskill         tenant              black   male
## 1356        married agriculture        husband              white   male
## 1357     notmarried    midskill       relative              black   male
## 1358     notmarried   highskill         tenant              white   male
## 1359     notmarried   highskill         tenant              white   male
## 1360     notmarried    midskill       depchild              white   male
## 1361     notmarried    midskill         tenant              white   male
## 1362        married    midskill        husband              white   male
## 1363     notmarried    lowskill         tenant              white female
## 1364        divorce   highskill     single_occ              white female
## 1365     notmarried   highskill         tenant              white female
## 1366        divorce   highskill     single_occ              white female
## 1367        married    midskill           wife              black female
## 1368        widowed    clerical         tenant              black female
## 1369        married   highskill        husband Asian_Pac_Islander   male
## 1370     notmarried    lowskill       depchild              white   male
## 1371     notmarried    lowskill       depchild              black   male
## 1372        married       other        husband              white   male
## 1373     notmarried    lowskill         tenant              white female
## 1374        married   highskill        husband              white   male
## 1375     notmarried    clerical         tenant              white female
## 1376        divorce   highskill     single_occ              black female
## 1377        married    midskill        husband              white   male
## 1378        married agriculture        husband              white   male
## 1379        married   highskill        husband              white   male
## 1380        divorce   highskill     single_occ              white female
## 1381        divorce    clerical       depchild              white   male
## 1382     notmarried   highskill         tenant              white   male
## 1383     notmarried   highskill         tenant              white   male
## 1384     notmarried    lowskill       depchild              white   male
## 1385        married   highskill        husband              white   male
## 1386     notmarried    midskill       depchild              white   male
## 1387     notmarried   highskill         tenant              black   male
## 1388        divorce   highskill       relative              white   male
## 1389     notmarried       other       depchild              white   male
## 1390     notmarried    lowskill       depchild              white   male
## 1391     notmarried   highskill         tenant              white female
## 1392        married    midskill        husband              black   male
## 1393        divorce   highskill     single_occ              white female
## 1394     notmarried    clerical     single_occ              black female
## 1395     notmarried    midskill         tenant              black   male
## 1396     notmarried    midskill     single_occ              white   male
## 1397        married    midskill        husband              black   male
## 1398        married   highskill        husband              white   male
## 1399        married    lowskill        husband              white   male
## 1400        married    midskill        husband              white   male
## 1401     notmarried    clerical         tenant              white female
## 1402        married   highskill        husband              white   male
## 1403        divorce    clerical         tenant              white female
## 1404        married    midskill        husband              white   male
## 1405        divorce       other     single_occ              black female
## 1406        married    lowskill        husband              white   male
## 1407        divorce   highskill       depchild              white   male
## 1408        married    midskill           wife              white female
## 1409        divorce    midskill         tenant              white   male
## 1410        married    midskill        husband              white   male
## 1411        widowed    lowskill     single_occ              white female
## 1412        married    lowskill        husband Asian_Pac_Islander   male
## 1413        married   highskill        husband              white   male
## 1414        married   highskill        husband              white   male
## 1415        married   highskill        husband              white   male
## 1416        married    clerical        husband Asian_Pac_Islander   male
## 1417     notmarried    lowskill         tenant              white   male
## 1418        married   highskill        husband              black   male
## 1419        married   highskill           wife              white female
## 1420     notmarried    clerical         tenant              white female
## 1421     notmarried       other       depchild              white   male
## 1422        married    lowskill        husband              black   male
## 1423     notmarried    clerical       depchild              white female
## 1424        divorce    lowskill         tenant              white   male
## 1425        married    clerical        husband              black   male
## 1426        divorce    midskill     single_occ             native   male
## 1427        married agriculture        husband              white   male
## 1428        married    lowskill           wife              black female
## 1429     notmarried    midskill         tenant              white   male
## 1430        married    midskill        husband              white   male
## 1431        married    midskill           wife              white female
## 1432        divorce   highskill         tenant              white female
## 1433        divorce   highskill         tenant              white   male
## 1434     notmarried       other       depchild              white female
## 1435     notmarried   highskill         tenant              black   male
## 1436        married    midskill           wife              white female
## 1437     notmarried    lowskill         tenant              white   male
## 1438        married    clerical           wife              white female
## 1439        divorce   highskill     single_occ              white female
## 1440        married   highskill        husband              white   male
## 1441        married    midskill        husband              white   male
## 1442        married       other        husband              white   male
## 1443        married   highskill        husband              white   male
## 1444        divorce    midskill         tenant              white   male
## 1445        married    lowskill        husband              white   male
## 1446        married    midskill        husband              white   male
## 1447        married   highskill        husband              white   male
## 1448        married   highskill        husband              white   male
## 1449        married   highskill        husband              white   male
## 1450        married   highskill        husband              white   male
## 1451        divorce    midskill         tenant              white   male
## 1452        widowed    midskill     single_occ              black   male
## 1453     notmarried       other       depchild              white   male
## 1454        married   highskill        husband              white   male
## 1455        married    midskill        husband              black   male
## 1456        widowed    clerical     single_occ              black female
## 1457        divorce    midskill         tenant              white   male
## 1458     notmarried    midskill         tenant              white   male
## 1459        widowed       other         tenant              black female
## 1460        married   highskill        husband              white   male
## 1461        married   highskill        husband              white   male
## 1462     notmarried    midskill         tenant              black   male
## 1463     notmarried    midskill         tenant              white   male
## 1464        married    midskill        husband              white   male
## 1465        divorce    midskill         tenant             native   male
## 1466        married    clerical        husband              black   male
## 1467        married    midskill        husband              white   male
## 1468        divorce   highskill         tenant              white female
## 1469     notmarried   highskill         tenant              white   male
## 1470        married   highskill        husband              white   male
## 1471        married    midskill        husband              white   male
## 1472     notmarried   highskill       depchild Asian_Pac_Islander   male
## 1473     notmarried   highskill         tenant              white female
## 1474        married   highskill        husband              white   male
## 1475     notmarried    lowskill       depchild              white female
## 1476        married    clerical        husband              white   male
## 1477        divorce    lowskill     single_occ              white female
## 1478     notmarried    clerical       depchild              white female
## 1479     notmarried    clerical       depchild Asian_Pac_Islander female
## 1480     notmarried    lowskill         tenant              white   male
## 1481        married    midskill         tenant              white   male
## 1482        married    midskill        husband              white   male
## 1483        married   highskill        husband              white   male
## 1484     notmarried    midskill         tenant              white   male
## 1485        married   highskill        husband              black   male
## 1486        married agriculture        husband              white   male
## 1487     notmarried    clerical     single_occ              white   male
## 1488     notmarried    lowskill       depchild              white female
## 1489        divorce    clerical     single_occ              white female
## 1490        divorce   highskill     single_occ              white   male
## 1491        married   highskill        husband              white   male
## 1492        divorce   highskill         tenant              white female
## 1493        married    clerical        husband              white   male
## 1494        married    clerical        husband              white   male
## 1495     notmarried    lowskill       relative             native   male
## 1496        married    midskill        husband              white   male
## 1497        divorce   highskill         tenant              white   male
## 1498        divorce   highskill         tenant              white female
## 1499        married   highskill        husband              white   male
## 1500     notmarried    clerical         tenant              white   male
## 1501        married   highskill        husband              white   male
## 1502        divorce    midskill         tenant              white   male
## 1503     notmarried    lowskill         tenant              white   male
## 1504        married   highskill        husband              white   male
## 1505        married       other        husband              white   male
## 1506        married    midskill        husband              white   male
## 1507        married   highskill        husband              white   male
## 1508        married   highskill        husband              white   male
## 1509     notmarried    clerical         tenant              black female
## 1510        married    clerical        husband              black   male
## 1511        married   highskill     single_occ              black   male
## 1512        married   highskill        husband              white   male
## 1513        married   highskill        husband              white   male
## 1514        married   highskill        husband              white   male
## 1515        married   highskill        husband              white   male
## 1516        divorce    lowskill         tenant Asian_Pac_Islander   male
## 1517        married    clerical        husband              white   male
## 1518        married    clerical           wife              white female
## 1519     notmarried   highskill       depchild              white   male
## 1520     notmarried    lowskill       depchild              black   male
## 1521        married   highskill        husband              white   male
## 1522        divorce    lowskill         tenant              white female
## 1523        divorce   highskill     single_occ              white female
## 1524     notmarried agriculture       depchild              white female
## 1525     notmarried   highskill         tenant              white   male
## 1526     notmarried    lowskill         tenant              black   male
## 1527        divorce    lowskill     single_occ              white   male
## 1528        married    midskill        husband              white   male
## 1529        married   highskill        husband              white   male
## 1530        divorce   highskill     single_occ              white female
## 1531        married    midskill        husband              black   male
## 1532        married    midskill        husband              white   male
## 1533        divorce   highskill     single_occ              white female
## 1534        married    midskill        husband              black   male
## 1535        divorce    lowskill         tenant              white female
## 1536     notmarried   highskill         tenant              white female
## 1537        married   highskill        husband              white   male
## 1538        married    midskill        husband              white   male
## 1539        married    midskill           wife              white female
## 1540        divorce    lowskill         tenant              black   male
## 1541        divorce    clerical       depchild              white female
## 1542        married   highskill        husband              white   male
## 1543        divorce   highskill         tenant              white   male
## 1544        married    midskill        husband              white   male
## 1545        divorce       other         tenant              white   male
## 1546        married    midskill        husband              white   male
## 1547     notmarried   highskill       depchild              white   male
## 1548        married    clerical        husband              white   male
## 1549        married    midskill        husband              white   male
## 1550     notmarried    midskill     single_occ              white female
## 1551     notmarried    clerical       depchild              white female
## 1552     notmarried    lowskill       depchild              white   male
## 1553        divorce    midskill         tenant              white female
## 1554     notmarried    clerical         tenant              white female
## 1555        married   highskill        husband              white   male
## 1556        divorce    midskill     single_occ              black   male
## 1557     notmarried    clerical         tenant              white   male
## 1558     notmarried   highskill         tenant              white   male
## 1559     notmarried    midskill         tenant              white   male
## 1560     notmarried    lowskill       relative              black female
## 1561     notmarried    lowskill       depchild              white   male
## 1562        married    midskill        husband              white   male
## 1563        widowed       other         tenant              white female
## 1564        married   highskill        husband              white   male
## 1565        divorce    lowskill       relative              black female
## 1566     notmarried    lowskill         tenant              black female
## 1567        married agriculture        husband              white   male
## 1568     notmarried    lowskill         tenant              black   male
## 1569        married    midskill        husband              white   male
## 1570     notmarried       other       depchild              white   male
## 1571     notmarried       other       depchild              black female
## 1572        married    midskill        husband              white   male
## 1573     notmarried    lowskill       depchild              white   male
## 1574     notmarried    lowskill       depchild              white   male
## 1575        divorce       other       depchild              white   male
## 1576        married    clerical        husband              white   male
## 1577     notmarried agriculture         tenant              white   male
## 1578     notmarried   highskill         tenant              white   male
## 1579     notmarried   highskill         tenant              white   male
## 1580        widowed       other         tenant              white female
## 1581        married   highskill        husband              white   male
## 1582     notmarried   highskill       depchild Asian_Pac_Islander   male
## 1583        married   highskill        husband              white   male
## 1584        divorce    clerical         tenant              white   male
## 1585        married agriculture        husband              white   male
## 1586        married    midskill        husband              white   male
## 1587        divorce   highskill     single_occ              white   male
## 1588        divorce    midskill       depchild              white   male
## 1589     notmarried   highskill       depchild              white female
## 1590     notmarried    clerical         tenant              white female
## 1591        married   highskill        husband              white   male
## 1592        married   highskill        husband              white   male
## 1593     notmarried       other       depchild              white   male
## 1594        married   highskill        husband              white   male
## 1595        married    lowskill        husband              white   male
## 1596     notmarried   highskill         tenant              white   male
## 1597        married    clerical           wife              white female
## 1598     notmarried   highskill         tenant              black female
## 1599     notmarried    midskill       depchild              white   male
## 1600     notmarried   highskill         tenant              white   male
## 1601        married    midskill        husband              white   male
## 1602        divorce   highskill         tenant              white female
## 1603     notmarried   highskill       depchild              white female
## 1604        married    midskill        husband              black   male
## 1605        married   highskill        husband              white   male
## 1606        married    clerical        husband              white   male
## 1607     notmarried       other     single_occ              black female
## 1608        divorce    midskill       depchild              white   male
## 1609        married    midskill        husband              white   male
## 1610        divorce    lowskill     single_occ Asian_Pac_Islander   male
## 1611        divorce   highskill         tenant              white female
## 1612        married   highskill           wife              white female
## 1613        married   highskill        husband              white   male
## 1614        married    midskill        husband              white   male
## 1615     notmarried    clerical       depchild              white   male
## 1616        married   highskill        husband              white   male
## 1617        married   highskill        husband              white   male
## 1618        married   highskill           wife              white female
## 1619     notmarried    midskill       relative              white   male
## 1620        married    midskill        husband              white   male
## 1621        married   highskill        husband              white   male
## 1622        married   highskill        husband              white   male
## 1623     notmarried    lowskill       depchild Asian_Pac_Islander female
## 1624        married   highskill        husband              white   male
## 1625     notmarried    lowskill         tenant              other female
## 1626        married   highskill        husband              white   male
## 1627        married    midskill        husband              white   male
## 1628        married   highskill           wife              white female
## 1629        married    midskill           wife              white female
## 1630        married       other           wife              black female
## 1631        married    lowskill        husband              white   male
## 1632        divorce    lowskill         tenant              white female
## 1633        married    clerical        husband              white   male
## 1634     notmarried agriculture         tenant              white   male
## 1635        married    midskill        husband              white   male
## 1636        married   highskill        husband              white   male
## 1637        divorce    lowskill         tenant              white female
## 1638     notmarried   highskill         tenant              white female
## 1639        married   highskill        husband              white   male
## 1640        married    midskill        husband              white   male
## 1641        divorce    lowskill       relative              black female
## 1642        married   highskill        husband              white   male
## 1643        married   highskill        husband              white   male
## 1644        married   highskill        husband              white   male
## 1645        married   highskill           wife              white female
## 1646        married    clerical           wife              white female
## 1647        married    midskill        husband              black   male
## 1648        married   highskill        husband              white   male
## 1649        married   highskill        husband              white   male
## 1650        divorce    clerical         tenant              black female
## 1651     notmarried    lowskill       depchild              white   male
## 1652        married    midskill        husband              white   male
## 1653     notmarried   highskill       depchild              white   male
## 1654        married   highskill        husband              white   male
## 1655        married    midskill        husband              black   male
## 1656        married   highskill        husband              white   male
## 1657        divorce       other     single_occ              white female
## 1658        married    midskill        husband              white   male
## 1659     notmarried   highskill       depchild              white   male
## 1660        married    midskill        husband              white   male
## 1661        married    midskill        husband              white   male
## 1662        married   highskill        husband              white   male
## 1663     notmarried   highskill         tenant              white   male
## 1664        married   highskill        husband              white   male
## 1665        married    lowskill        husband              black   male
## 1666        divorce       other     single_occ              white female
## 1667        married   highskill        husband              white   male
## 1668     notmarried   highskill         tenant              white   male
## 1669        married    clerical        husband              white   male
## 1670        married   highskill        husband              white   male
## 1671        married   highskill        husband              white   male
## 1672     notmarried   highskill     single_occ              white   male
## 1673        married    midskill        husband              white   male
## 1674     notmarried   highskill       depchild              white   male
## 1675        married    clerical           wife              white female
## 1676        divorce   highskill     single_occ              white   male
## 1677        married       other        husband              white   male
## 1678     notmarried    midskill         tenant              white   male
## 1679        married    midskill        husband              white   male
## 1680        married    midskill        husband              white   male
## 1681        divorce    lowskill     single_occ              white female
## 1682        married    midskill        husband              white   male
## 1683        married   highskill        husband              white   male
## 1684        married    midskill           wife              white female
## 1685     notmarried    midskill       depchild              white   male
## 1686        married   highskill        husband              white   male
## 1687     notmarried    lowskill         tenant              black female
## 1688        married   highskill        husband              white   male
## 1689        divorce    lowskill         tenant              white female
## 1690        married   highskill        husband              white   male
## 1691     notmarried    lowskill         tenant              white female
## 1692     notmarried    clerical       depchild              white female
## 1693     notmarried   highskill       depchild              white   male
## 1694        married   highskill           wife              white female
## 1695        married   highskill        husband              white   male
## 1696        married    midskill        husband              black   male
## 1697        married   highskill           wife              white female
## 1698        married    lowskill        husband              white   male
## 1699        divorce    midskill         tenant              white   male
## 1700        married   highskill        husband              white   male
## 1701        divorce    clerical     single_occ              black female
## 1702     notmarried    lowskill       depchild              white female
## 1703        married    lowskill        husband              white   male
## 1704        divorce    midskill         tenant              white female
## 1705        divorce       other         tenant              white female
## 1706     notmarried    midskill         tenant              white   male
## 1707        married    midskill        husband              white   male
## 1708        widowed       other         tenant              white female
## 1709     notmarried    midskill         tenant Asian_Pac_Islander   male
## 1710        married   highskill        husband              white   male
## 1711        widowed   highskill       relative              white female
## 1712        married    midskill        husband              white   male
## 1713        married    midskill        husband              white   male
## 1714        married   highskill        husband              white   male
## 1715        married    midskill        husband              black   male
## 1716        divorce    clerical     single_occ             native female
## 1717        divorce    clerical         tenant              white female
## 1718        married   highskill        husband Asian_Pac_Islander   male
## 1719        married   highskill        husband              white   male
## 1720        married    midskill        husband              white   male
## 1721        divorce    clerical         tenant              white female
## 1722        married   highskill        husband              white   male
## 1723        divorce   highskill         tenant              white   male
## 1724        married   highskill        husband              white   male
## 1725     notmarried    lowskill         tenant              white female
## 1726        divorce    midskill         tenant              white   male
## 1727        married    midskill        husband              white   male
## 1728        divorce   highskill         tenant              white   male
## 1729        married   highskill           wife              white female
## 1730        married    lowskill        husband              white   male
## 1731     notmarried   highskill       depchild              white   male
## 1732     notmarried   highskill         tenant              black   male
## 1733     notmarried   highskill         tenant              black   male
## 1734     notmarried    lowskill         tenant              white   male
## 1735     notmarried   highskill         tenant              white   male
## 1736        married   highskill        husband              white   male
## 1737     notmarried    midskill       relative              white   male
## 1738     notmarried    lowskill         tenant              white female
## 1739        divorce    lowskill         tenant              white   male
## 1740        married    midskill        husband              white   male
## 1741        married    clerical        husband              white   male
## 1742        married    lowskill           wife              white female
## 1743        divorce    midskill         tenant              white female
## 1744     notmarried    clerical       depchild              white female
## 1745        married    midskill        husband              white   male
## 1746        widowed   highskill         tenant              white female
## 1747     notmarried   highskill       depchild              white   male
## 1748     notmarried    clerical         tenant              white female
## 1749     notmarried    lowskill         tenant              white female
## 1750        widowed    clerical     single_occ              white female
## 1751     notmarried    midskill         tenant              white female
## 1752        divorce    midskill         tenant              white   male
## 1753        divorce    clerical     single_occ              white female
## 1754        divorce    midskill         tenant              white female
## 1755        married   highskill        husband              black   male
## 1756        married   highskill       depchild              white female
## 1757        divorce   highskill         tenant Asian_Pac_Islander   male
## 1758     notmarried agriculture         tenant              white   male
## 1759        married       other        husband              white   male
## 1760     notmarried    lowskill       depchild              white female
## 1761        married   highskill           wife              white female
## 1762        married       other        husband              white   male
## 1763        divorce    clerical     single_occ              white female
## 1764     notmarried    midskill       depchild              black   male
## 1765        divorce   highskill         tenant              white female
## 1766        married   highskill           wife              white female
## 1767     notmarried    lowskill       relative              black   male
## 1768        married    midskill        husband              white   male
## 1769        married   highskill        husband              white   male
## 1770        married   highskill        husband              white   male
## 1771        married   highskill         tenant              white   male
## 1772        married   highskill        husband              white   male
## 1773        married    midskill        husband              white   male
## 1774     notmarried       other       depchild              white female
## 1775        married    lowskill           wife              black female
## 1776        married    midskill        husband              white   male
## 1777        married    midskill        husband              white   male
## 1778        widowed agriculture     single_occ              white   male
## 1779     notmarried       other       depchild              white   male
## 1780        married   highskill        husband              white   male
## 1781        married   highskill        husband              white   male
## 1782        married   highskill        husband              white   male
## 1783     notmarried    lowskill       depchild              white   male
## 1784        married   highskill        husband              white   male
## 1785     notmarried    clerical         tenant              white   male
## 1786        married   highskill         tenant              white female
## 1787        married   highskill           wife              white female
## 1788        married   highskill        husband Asian_Pac_Islander   male
## 1789        divorce    clerical     single_occ              white female
## 1790        married    lowskill     single_occ              white female
## 1791        married   highskill        husband              white   male
## 1792        divorce    midskill         tenant              white   male
## 1793     notmarried    lowskill     single_occ              white female
## 1794     notmarried    clerical         tenant Asian_Pac_Islander female
## 1795        married    midskill        husband              black   male
## 1796        married   highskill        husband              white   male
## 1797     notmarried    clerical         tenant              white   male
## 1798        married    lowskill        husband              black   male
## 1799        married    clerical        husband              white   male
## 1800        divorce   highskill         tenant              white female
## 1801        married    clerical        husband              white   male
## 1802        widowed    clerical     single_occ              black female
## 1803        divorce    lowskill         tenant              white female
## 1804        married   highskill        husband Asian_Pac_Islander   male
## 1805     notmarried   highskill         tenant              white   male
## 1806     notmarried   highskill         tenant              white   male
## 1807        married    midskill        husband              white   male
## 1808        married   highskill        husband              white   male
## 1809        married   highskill        husband              white   male
## 1810        divorce   highskill     single_occ              white   male
## 1811        married   highskill        husband              white   male
## 1812        married   highskill        husband              white   male
## 1813        married    midskill        husband              white   male
## 1814        widowed   highskill       depchild              black female
## 1815        married   highskill        husband              white   male
## 1816     notmarried    lowskill       depchild              black   male
## 1817        married    midskill        husband              white   male
## 1818        divorce    midskill     single_occ              white female
## 1819        married    midskill        husband              white   male
## 1820        married    clerical        husband              white   male
## 1821        married    lowskill        husband              white   male
## 1822     notmarried    midskill         tenant              white   male
## 1823     notmarried   highskill       depchild              white   male
## 1824     notmarried       other       depchild              white   male
## 1825        married    midskill        husband              white   male
## 1826        divorce   highskill     single_occ              white   male
## 1827     notmarried   highskill     single_occ              white female
## 1828        divorce    clerical     single_occ              black female
## 1829     notmarried   highskill       depchild              white female
## 1830        divorce    midskill     single_occ              white female
## 1831     notmarried    lowskill       depchild              white   male
## 1832        widowed   highskill         tenant              white female
## 1833        married   highskill        husband              white   male
## 1834        divorce   highskill         tenant              white female
## 1835     notmarried    midskill         tenant              white   male
## 1836     notmarried    clerical         tenant              white female
## 1837        married   highskill        husband              white   male
## 1838        married agriculture        husband              white   male
## 1839        divorce    clerical     single_occ              white   male
## 1840        married    clerical        husband Asian_Pac_Islander   male
## 1841     notmarried    midskill         tenant              white   male
## 1842        married    midskill        husband              white   male
## 1843        married    midskill           wife              white female
## 1844        married    midskill        husband              white   male
## 1845     notmarried    midskill         tenant             native   male
## 1846     notmarried    midskill         tenant              black   male
## 1847     notmarried       other       depchild              white female
## 1848     notmarried    lowskill       depchild              white female
## 1849     notmarried   highskill         tenant              white female
## 1850        married    midskill        husband              white   male
## 1851        married    lowskill        husband              white   male
## 1852        married       other        husband              white   male
## 1853     notmarried    lowskill       depchild              black   male
## 1854        divorce    midskill     single_occ              white   male
## 1855     notmarried    midskill     single_occ              black   male
## 1856     notmarried   highskill       depchild              white female
## 1857     notmarried   highskill         tenant              white female
## 1858     notmarried    lowskill       depchild              white female
## 1859     notmarried    lowskill       depchild              white   male
## 1860        married    clerical           wife              white female
## 1861        divorce   highskill         tenant              white   male
## 1862        married    midskill        husband              white   male
## 1863        married   highskill        husband              white   male
## 1864     notmarried    midskill       relative              white   male
## 1865        married   highskill        husband Asian_Pac_Islander   male
## 1866        married       other     single_occ              black female
## 1867     notmarried    lowskill         tenant              white   male
## 1868        divorce    clerical         tenant              white female
## 1869        divorce    lowskill         tenant              white   male
## 1870        married   highskill        husband              white   male
## 1871        married    midskill        husband              white   male
## 1872     notmarried    clerical       depchild              black   male
## 1873        married   highskill        husband              white   male
## 1874     notmarried    clerical         tenant              white   male
## 1875     notmarried    lowskill       depchild              white   male
## 1876        married   highskill        husband              black   male
## 1877        divorce   highskill         tenant              white   male
## 1878        married   highskill        husband              white   male
## 1879     notmarried       other       depchild              white   male
## 1880        divorce    clerical         tenant              white female
## 1881     notmarried    lowskill     single_occ              white   male
## 1882        married   highskill        husband              white   male
## 1883        married   highskill           wife              white female
## 1884     notmarried   highskill         tenant              black   male
## 1885     notmarried   highskill     single_occ              white   male
## 1886     notmarried    lowskill         tenant              white female
## 1887     notmarried   highskill         tenant              white female
## 1888        married agriculture        husband              white   male
## 1889     notmarried    lowskill       depchild              white   male
## 1890        married   highskill           wife              white female
## 1891        married agriculture        husband              white   male
## 1892        widowed   highskill         tenant              white female
## 1893        divorce    lowskill       relative              white   male
## 1894        married   highskill        husband              white   male
## 1895        widowed   highskill         tenant              white   male
## 1896        divorce   highskill         tenant              white   male
## 1897        married   highskill        husband              white   male
## 1898     notmarried    midskill         tenant              white   male
## 1899        married    midskill        husband              white   male
## 1900     notmarried   highskill       depchild              white   male
## 1901     notmarried    lowskill         tenant              other   male
## 1902        widowed agriculture     single_occ              white female
## 1903     notmarried    midskill         tenant              white   male
## 1904     notmarried    clerical         tenant              white female
## 1905        married    midskill        husband              white   male
## 1906        married    midskill        husband              white   male
## 1907        divorce   highskill     single_occ              white female
## 1908     notmarried   highskill         tenant              white female
## 1909        married    midskill        husband              white   male
## 1910        married    midskill        husband              white   male
## 1911        married    midskill        husband              white   male
## 1912     notmarried    midskill     single_occ              white   male
## 1913        married   highskill        husband              white   male
## 1914        married    midskill        husband              white   male
## 1915        divorce    midskill         tenant              white   male
## 1916        married   highskill        husband              white   male
## 1917        married   highskill        husband              white   male
## 1918        married   highskill        husband              black   male
## 1919     notmarried   highskill       depchild              white   male
## 1920     notmarried    clerical         tenant              white female
## 1921        divorce    clerical     single_occ              white female
## 1922        married    midskill        husband              black   male
## 1923        married   highskill        husband              white   male
## 1924     notmarried       other       depchild              white female
## 1925     notmarried   highskill       depchild              white female
## 1926     notmarried   highskill         tenant              white   male
## 1927     notmarried   highskill         tenant              white   male
## 1928        married    lowskill        husband              white   male
## 1929     notmarried    midskill       depchild              white   male
## 1930     notmarried   highskill         tenant              white   male
## 1931        divorce    clerical         tenant              white   male
## 1932        married       other       depchild              black female
## 1933        married    midskill       relative Asian_Pac_Islander female
## 1934        married   highskill       relative              white female
## 1935        married   highskill        husband              white   male
## 1936        married   highskill        husband              white   male
## 1937        divorce   highskill     single_occ              black   male
## 1938        married   highskill     single_occ              white female
## 1939        married   highskill        husband              white   male
## 1940     notmarried    clerical         tenant              white female
## 1941        married agriculture        husband              white   male
## 1942        married   highskill        husband              white   male
## 1943        divorce   highskill     single_occ              black female
## 1944        married    clerical           wife              white female
## 1945     notmarried    clerical       relative              white female
## 1946        married   highskill        husband              white   male
## 1947        divorce   highskill         tenant              white female
## 1948     notmarried    clerical     single_occ              black female
## 1949        married   highskill        husband              white   male
## 1950        married   highskill        husband              white   male
## 1951        married   highskill        husband              white   male
## 1952        married   highskill        husband              white   male
## 1953     notmarried   highskill         tenant              black   male
## 1954        married    midskill        husband              white   male
## 1955        married   highskill        husband              white   male
## 1956     notmarried    midskill       depchild              white   male
## 1957        married   highskill        husband              white   male
## 1958        widowed    lowskill         tenant              white female
## 1959     notmarried   highskill         tenant              white female
## 1960        married   highskill        husband              white   male
## 1961     notmarried    clerical       depchild              white   male
## 1962        married   highskill        husband              white   male
## 1963        married   highskill        husband              white   male
## 1964        married   highskill        husband              white   male
## 1965     notmarried    midskill     single_occ              white   male
## 1966        divorce    lowskill     single_occ              white female
## 1967     notmarried   highskill       depchild              white   male
## 1968     notmarried    clerical     single_occ              black female
## 1969        married    midskill        husband              white   male
## 1970        married   highskill        husband Asian_Pac_Islander   male
## 1971     notmarried   highskill         tenant              white   male
## 1972        divorce       other         tenant              black   male
## 1973     notmarried   highskill         tenant              white   male
## 1974        married    lowskill        husband              white   male
## 1975        married   highskill        husband              white   male
## 1976        married   highskill         tenant Asian_Pac_Islander   male
## 1977     notmarried   highskill         tenant              white   male
## 1978     notmarried   highskill         tenant              white female
## 1979        married agriculture        husband              white   male
## 1980        divorce    lowskill       depchild              black   male
## 1981        divorce   highskill         tenant              white female
## 1982        married    clerical        husband              white   male
## 1983     notmarried   highskill         tenant              black female
## 1984        married    midskill        husband              white   male
## 1985        married   highskill        husband              white   male
## 1986     notmarried    midskill         tenant              white   male
## 1987        married   highskill        husband              white   male
## 1988        married       other           wife              white female
## 1989        married    midskill        husband              white   male
## 1990     notmarried   highskill         tenant              black female
## 1991     notmarried    lowskill         tenant              white female
## 1992     notmarried    lowskill         tenant              white   male
## 1993     notmarried   highskill         tenant              white   male
## 1994        divorce   highskill     single_occ              white   male
## 1995     notmarried   highskill     single_occ              white female
## 1996        divorce    midskill         tenant              white   male
## 1997        married   highskill        husband              white   male
## 1998        married   highskill         tenant              white female
## 1999        married   highskill        husband              white   male
## 2000        divorce    midskill     single_occ              white   male
## 2001     notmarried    midskill     single_occ              white   male
## 2002     notmarried   highskill       relative              white female
## 2003        married agriculture        husband              white   male
## 2004        married   highskill           wife Asian_Pac_Islander female
## 2005        divorce   highskill         tenant              white   male
## 2006     notmarried agriculture       depchild              black   male
## 2007     notmarried    clerical       relative              black female
## 2008        married    midskill        husband              white   male
## 2009     notmarried    midskill       depchild              white   male
## 2010        married    lowskill         tenant              white female
## 2011     notmarried   highskill         tenant              white female
## 2012     notmarried    lowskill       depchild              white female
## 2013     notmarried    lowskill         tenant              white female
## 2014     notmarried   highskill         tenant              white female
## 2015        married   highskill        husband              white   male
## 2016     notmarried   highskill         tenant              white female
## 2017     notmarried   highskill         tenant              white   male
## 2018     notmarried    clerical         tenant              white   male
## 2019        married   highskill        husband              white   male
## 2020     notmarried    midskill       depchild              white   male
## 2021        married    lowskill           wife              white female
## 2022     notmarried   highskill         tenant              white   male
## 2023        divorce    lowskill       relative              white   male
## 2024        divorce    lowskill       depchild              white female
## 2025        married   highskill        husband              white   male
## 2026     notmarried       other         tenant              white female
## 2027        married    midskill        husband              white   male
## 2028     notmarried    lowskill         tenant              white   male
## 2029        married   highskill        husband              white   male
## 2030        married   highskill        husband              white   male
## 2031        married   highskill           wife              white female
## 2032        married   highskill           wife              white female
## 2033        married    midskill        husband              white   male
## 2034        married    midskill        husband              black   male
## 2035        married   highskill       depchild              black   male
## 2036        divorce   highskill     single_occ              white female
## 2037     notmarried       other       relative             native female
## 2038        married    midskill        husband              white   male
## 2039        married   highskill        husband              white   male
## 2040        married   highskill        husband              white   male
## 2041     notmarried   highskill     single_occ              white   male
## 2042        widowed    lowskill     single_occ              black female
## 2043        married agriculture        husband              white   male
## 2044        married   highskill        husband              white   male
## 2045        divorce   highskill         tenant              white   male
## 2046     notmarried    clerical       depchild              white   male
## 2047     notmarried       other         tenant              white   male
## 2048     notmarried    midskill         tenant              white   male
## 2049        married    midskill        husband              white   male
## 2050        married   highskill       depchild              white female
## 2051     notmarried    clerical         tenant              white female
## 2052        married   highskill        husband              white   male
## 2053     notmarried    lowskill       relative              black   male
## 2054     notmarried   highskill     single_occ              white   male
## 2055     notmarried   highskill         tenant              white female
## 2056        married    midskill        husband              white   male
## 2057     notmarried   highskill         tenant              white   male
## 2058        married    midskill        husband              white   male
## 2059     notmarried    lowskill       depchild              white   male
## 2060     notmarried    clerical       depchild              white female
## 2061        divorce    lowskill         tenant Asian_Pac_Islander female
## 2062     notmarried       other       depchild              white   male
## 2063     notmarried   highskill       depchild              white female
## 2064        married   highskill        husband              white   male
## 2065        divorce    clerical         tenant              white female
## 2066     notmarried    lowskill     single_occ              white female
## 2067        married   highskill        husband              white   male
## 2068        widowed    clerical         tenant              white female
## 2069        married    lowskill           wife Asian_Pac_Islander female
## 2070        divorce   highskill       depchild              white   male
## 2071     notmarried   highskill         tenant              white   male
## 2072        married agriculture        husband              white   male
## 2073        married       other        husband              white   male
## 2074        married   highskill        husband              black   male
## 2075        married   highskill        husband              white   male
## 2076     notmarried    clerical       depchild              black   male
## 2077        divorce    lowskill     single_occ              white female
## 2078     notmarried    midskill       depchild              white   male
## 2079     notmarried agriculture       depchild              white   male
## 2080        married   highskill        husband              white   male
## 2081        divorce   highskill     single_occ              black female
## 2082        married   highskill        husband              white   male
## 2083        divorce   highskill     single_occ              white female
## 2084        divorce    midskill         tenant              white   male
## 2085        married       other           wife              white female
## 2086        married   highskill        husband              white   male
## 2087        married   highskill        husband              white   male
## 2088     notmarried    clerical       depchild              white   male
## 2089        married    clerical           wife              white female
## 2090        married    lowskill        husband              white   male
## 2091        married   highskill        husband              white   male
## 2092     notmarried       other         tenant              white   male
## 2093        divorce   highskill         tenant              white   male
## 2094        married   highskill        husband              white   male
## 2095     notmarried       other       depchild              white   male
## 2096        married    midskill        husband              white   male
## 2097     notmarried   highskill         tenant Asian_Pac_Islander   male
## 2098        divorce    clerical         tenant              white female
## 2099        married   highskill        husband              white   male
## 2100        married    midskill        husband              white   male
## 2101        divorce   highskill         tenant              white female
## 2102        married    midskill        husband              white   male
## 2103        divorce    midskill     single_occ              white female
## 2104        married   highskill        husband              white   male
## 2105        married    midskill        husband Asian_Pac_Islander   male
## 2106     notmarried       other       depchild              white   male
## 2107        married    midskill        husband              white   male
## 2108        married    midskill       relative              black female
## 2109        married agriculture        husband              white   male
## 2110        married   highskill        husband              white   male
## 2111        married   highskill        husband              white   male
## 2112        divorce    clerical     single_occ              white female
## 2113        married    clerical           wife              white female
## 2114     notmarried   highskill     single_occ              white female
## 2115     notmarried   highskill       depchild              white   male
## 2116     notmarried   highskill       depchild              white female
## 2117        divorce    midskill         tenant              white   male
## 2118        divorce   highskill         tenant              white female
## 2119        widowed       other         tenant              white female
## 2120     notmarried    midskill       depchild              white   male
## 2121        married    clerical           wife              white female
## 2122     notmarried    midskill       depchild              white female
## 2123     notmarried   highskill       depchild              black   male
## 2124     notmarried   highskill       depchild              white   male
## 2125     notmarried    lowskill       depchild              white female
## 2126     notmarried   highskill       depchild              white   male
## 2127     notmarried       other       depchild Asian_Pac_Islander female
## 2128     notmarried    midskill         tenant              white   male
## 2129        married    lowskill           wife              black female
## 2130        married   highskill        husband              white   male
## 2131        divorce    clerical     single_occ Asian_Pac_Islander female
## 2132        divorce   highskill     single_occ              white female
## 2133     notmarried    clerical         tenant              white female
## 2134     notmarried   highskill         tenant              white female
## 2135        married    midskill        husband              white   male
## 2136     notmarried   highskill         tenant Asian_Pac_Islander female
## 2137     notmarried    lowskill         tenant              white female
## 2138        divorce    clerical       relative              white female
## 2139     notmarried    lowskill         tenant              white female
## 2140        married   highskill        husband              white   male
## 2141        widowed   highskill     single_occ              white female
## 2142        widowed   highskill     single_occ              white   male
## 2143        widowed    clerical     single_occ              white female
## 2144        divorce   highskill       depchild              white female
## 2145        married    midskill        husband              white   male
## 2146        married    midskill        husband              white   male
## 2147     notmarried   highskill       depchild              white female
## 2148        married    midskill        husband              white   male
## 2149        divorce   highskill         tenant              white   male
## 2150        married    midskill        husband              white   male
## 2151     notmarried    midskill         tenant              black   male
## 2152     notmarried    clerical         tenant              white   male
## 2153     notmarried       other       depchild              white   male
## 2154        married   highskill        husband              white   male
## 2155        widowed    lowskill         tenant              white female
## 2156        married       other        husband              white   male
## 2157        married    midskill        husband              black   male
## 2158        married   highskill        husband              white   male
## 2159        married   highskill        husband              white   male
## 2160        married   highskill        husband              white   male
## 2161        married   highskill        husband              white   male
## 2162     notmarried    lowskill         tenant              white female
## 2163     notmarried    midskill       depchild              white   male
## 2164        married       other        husband              white   male
## 2165        married       other           wife              white female
## 2166     notmarried    lowskill       depchild              black female
## 2167        married   highskill        husband              white   male
## 2168        married   highskill        husband              white   male
## 2169        divorce   highskill     single_occ              white   male
## 2170        divorce    lowskill         tenant              black female
## 2171        married    midskill        husband              white   male
## 2172        divorce   highskill       depchild              white female
## 2173        married    midskill        husband              white   male
## 2174        married    midskill        husband              white   male
## 2175        married   highskill        husband              white   male
## 2176        married   highskill           wife              white female
## 2177        married    midskill        husband              white   male
## 2178        divorce    clerical         tenant              white female
## 2179        married    midskill        husband              white   male
## 2180        married   highskill        husband              white   male
## 2181        married   highskill           wife              white female
## 2182        married   highskill        husband              white   male
## 2183        divorce   highskill     single_occ              white   male
## 2184        married agriculture        husband              white   male
## 2185        married   highskill        husband              white   male
## 2186        divorce    midskill       relative              white   male
## 2187        divorce   highskill         tenant              white   male
## 2188     notmarried    midskill         tenant              white   male
## 2189     notmarried   highskill         tenant              white   male
## 2190        widowed    midskill         tenant              white female
## 2191        married    midskill        husband              white   male
## 2192     notmarried    clerical         tenant              white female
## 2193        divorce    clerical       depchild              black female
## 2194        married    lowskill       relative              white   male
## 2195        married   highskill        husband              white   male
## 2196        married    midskill        husband              white   male
## 2197        married    midskill        husband              white   male
## 2198     notmarried    clerical       depchild              white female
## 2199        married    clerical           wife              white female
## 2200        married    midskill        husband              white   male
## 2201        married agriculture        husband              white   male
## 2202        married    clerical        husband              white   male
## 2203        widowed    clerical     single_occ              white female
## 2204     notmarried   highskill       depchild              white female
## 2205        divorce   highskill     single_occ              white female
## 2206        married    midskill           wife              black female
## 2207        married    midskill        husband              white   male
## 2208     notmarried    lowskill         tenant              black female
## 2209        married   highskill        husband Asian_Pac_Islander   male
## 2210        widowed   highskill         tenant              black   male
## 2211        divorce       other         tenant              white female
## 2212     notmarried    lowskill         tenant              white female
## 2213        married    lowskill        husband              white   male
## 2214        married       other        husband              white   male
## 2215     notmarried    lowskill         tenant              white   male
## 2216        married   highskill        husband              white   male
## 2217     notmarried    clerical         tenant              white female
## 2218        married   highskill        husband              white   male
## 2219     notmarried    midskill     single_occ              black female
## 2220        divorce   highskill         tenant              white female
## 2221     notmarried    midskill         tenant              white   male
## 2222        divorce    lowskill         tenant              white female
## 2223     notmarried       other       depchild              white female
## 2224     notmarried    midskill       depchild              black   male
## 2225     notmarried    midskill     single_occ              white   male
## 2226     notmarried   highskill         tenant              white   male
## 2227        divorce    clerical     single_occ              white female
## 2228        divorce   highskill         tenant              white female
## 2229        married    clerical           wife              black female
## 2230        married    midskill        husband              white   male
## 2231        married   highskill        husband              white   male
## 2232     notmarried   highskill       depchild              white female
## 2233     notmarried   highskill         tenant              black   male
## 2234        married   highskill        husband              white   male
## 2235        married    midskill        husband              white   male
## 2236        divorce   highskill     single_occ              white female
## 2237        married   highskill           wife              white female
## 2238        married   highskill        husband              white   male
## 2239     notmarried   highskill     single_occ              white female
## 2240        married    clerical        husband              white   male
## 2241        married   highskill        husband              white   male
## 2242        married    midskill        husband              white   male
## 2243        married    lowskill        husband              white   male
## 2244        married    midskill        husband              white   male
## 2245        divorce   highskill     single_occ              white female
## 2246        married    midskill        husband              white   male
## 2247        divorce   highskill         tenant              white   male
## 2248        divorce    clerical         tenant              white female
## 2249     notmarried    lowskill       depchild              white   male
## 2250        married    clerical        husband Asian_Pac_Islander   male
## 2251        divorce   highskill     single_occ              white female
## 2252     notmarried    clerical     single_occ              white female
## 2253        married    clerical        husband              white   male
## 2254     notmarried   highskill         tenant              white female
## 2255        married   highskill        husband              white   male
## 2256        divorce    lowskill         tenant              black   male
## 2257        married agriculture        husband              white   male
## 2258     notmarried    lowskill       depchild              white female
## 2259        married   highskill        husband              white   male
## 2260     notmarried   highskill     single_occ Asian_Pac_Islander   male
## 2261     notmarried    midskill       depchild              white   male
## 2262        married    midskill       relative              white   male
## 2263        divorce    clerical         tenant              white female
## 2264        divorce    midskill         tenant              white   male
## 2265     notmarried   highskill       depchild              white   male
## 2266        married   highskill        husband              white   male
## 2267     notmarried    midskill       depchild              white   male
## 2268     notmarried    midskill     single_occ              black female
## 2269        married    midskill        husband              white   male
## 2270        married   highskill        husband              white   male
## 2271        divorce    midskill     single_occ              white   male
## 2272     notmarried    midskill         tenant              white   male
## 2273     notmarried   highskill       depchild              white female
## 2274        married   highskill        husband              white   male
## 2275        married    midskill        husband              white   male
## 2276        married    midskill        husband              white   male
## 2277        widowed    lowskill       depchild              white female
## 2278        married    midskill        husband              white   male
## 2279     notmarried   highskill       relative              white female
## 2280     notmarried   highskill         tenant              white female
## 2281     notmarried   highskill         tenant              white female
## 2282     notmarried       other       depchild              white   male
## 2283        married    lowskill        husband              white   male
## 2284     notmarried   highskill     single_occ              white female
## 2285     notmarried   highskill         tenant              white   male
## 2286     notmarried   highskill         tenant              white female
## 2287        married   highskill        husband Asian_Pac_Islander   male
## 2288        married   highskill        husband              white   male
## 2289        married   highskill       relative              black female
## 2290        married    midskill        husband              white   male
## 2291     notmarried    lowskill       depchild              white female
## 2292        divorce    midskill         tenant              white   male
## 2293     notmarried       other       depchild              white   male
## 2294        married    midskill        husband              white   male
## 2295        divorce    midskill     single_occ              white female
## 2296     notmarried    midskill       depchild              white   male
## 2297     notmarried    midskill       relative              white   male
## 2298        divorce    clerical     single_occ              white female
## 2299        married    lowskill        husband              white   male
## 2300        divorce    clerical     single_occ              white female
## 2301        divorce   highskill         tenant              white   male
## 2302        divorce   highskill         tenant              white female
## 2303        divorce   highskill         tenant              white   male
## 2304     notmarried    lowskill         tenant Asian_Pac_Islander   male
## 2305        married   highskill        husband              white   male
## 2306        married    lowskill           wife              white female
## 2307        married    midskill        husband              white   male
## 2308     notmarried    lowskill       depchild              white   male
## 2309        married   highskill        husband              white   male
## 2310        widowed    clerical         tenant              white female
## 2311        widowed    midskill         tenant              white   male
## 2312        married   highskill         tenant              white   male
## 2313        married   highskill           wife              white female
## 2314     notmarried    clerical       depchild             native female
## 2315        married    clerical           wife              white female
## 2316        widowed    midskill         tenant              white   male
## 2317        married   highskill        husband              white   male
## 2318     notmarried   highskill         tenant              white   male
## 2319        married   highskill        husband              white   male
## 2320        married   highskill        husband              white   male
## 2321     notmarried    midskill         tenant              white   male
## 2322        married   highskill        husband              white   male
## 2323     notmarried    midskill       depchild              white   male
## 2324     notmarried       other       depchild Asian_Pac_Islander   male
## 2325        married   highskill        husband              white   male
## 2326        married   highskill        husband              white   male
## 2327        widowed    midskill     single_occ              white   male
## 2328        married       other         tenant              white   male
## 2329        married agriculture        husband              white   male
## 2330        divorce   highskill         tenant              white   male
## 2331        married   highskill           wife Asian_Pac_Islander female
## 2332        divorce   highskill         tenant              white   male
## 2333        married    midskill        husband              white   male
## 2334        divorce    midskill         tenant              white   male
## 2335        married   highskill        husband              white   male
## 2336     notmarried    clerical       depchild              white female
## 2337        married    midskill         tenant              white   male
## 2338     notmarried    midskill       depchild              white   male
## 2339     notmarried   highskill       depchild              white female
## 2340        married   highskill        husband Asian_Pac_Islander   male
## 2341        divorce       other         tenant              white female
## 2342        married    midskill        husband              white   male
## 2343     notmarried agriculture         tenant              white   male
## 2344     notmarried    lowskill     single_occ              black female
## 2345        married   highskill        husband              white   male
## 2346        married   highskill        husband              white   male
## 2347        married   highskill        husband              white   male
## 2348     notmarried    lowskill       depchild              white   male
## 2349        married    midskill        husband              white   male
## 2350     notmarried   highskill         tenant              black   male
## 2351        divorce   highskill         tenant              white female
## 2352     notmarried   highskill         tenant              white female
## 2353        married   highskill        husband              white   male
## 2354        married agriculture        husband              white   male
## 2355     notmarried       other       depchild              white female
## 2356        married   highskill        husband              white   male
## 2357        divorce       other       depchild              white   male
## 2358        married    lowskill        husband              white   male
## 2359        married       other        husband              white   male
## 2360     notmarried       other       depchild              white   male
## 2361        married   highskill        husband              white   male
## 2362        married   highskill        husband              white   male
## 2363        married    midskill        husband              white   male
## 2364     notmarried    lowskill       depchild              white   male
## 2365     notmarried    midskill       depchild              black   male
## 2366        divorce    lowskill         tenant              black female
## 2367     notmarried    clerical         tenant              white   male
## 2368        divorce   highskill         tenant              white female
## 2369     notmarried    midskill       depchild              white   male
## 2370        married    lowskill        husband              white   male
## 2371        married   highskill        husband              white   male
## 2372        divorce   highskill         tenant              white   male
## 2373        married       other        husband              white   male
## 2374        married    midskill        husband              white   male
## 2375     notmarried   highskill         tenant              white   male
## 2376        divorce   highskill         tenant              black female
## 2377     notmarried   highskill         tenant              black female
## 2378        married    midskill        husband              white   male
## 2379        divorce    clerical     single_occ              white female
## 2380        divorce   highskill         tenant              white   male
## 2381     notmarried       other         tenant              white female
## 2382     notmarried    midskill       depchild              white   male
## 2383     notmarried       other         tenant              white   male
## 2384        married    lowskill     single_occ             native female
## 2385     notmarried   highskill       depchild              white female
## 2386        married   highskill        husband              white   male
## 2387        married   highskill        husband              white   male
## 2388        married agriculture        husband              white   male
## 2389        married    midskill        husband              white   male
## 2390        married    clerical        husband              white   male
## 2391        married   highskill        husband              white   male
## 2392     notmarried   highskill         tenant              white   male
## 2393        married    lowskill        husband              white   male
## 2394     notmarried    lowskill         tenant              white   male
## 2395     notmarried   highskill       depchild              white female
## 2396     notmarried    midskill         tenant              white   male
## 2397     notmarried   highskill         tenant              white female
## 2398     notmarried       other       depchild              white female
## 2399     notmarried   highskill       depchild              white female
## 2400        divorce    midskill         tenant              white   male
## 2401     notmarried    clerical         tenant              black female
## 2402     notmarried    midskill       depchild             native   male
## 2403        married    lowskill        husband              white   male
## 2404        married   highskill        husband              white   male
## 2405        married   highskill        husband              white   male
## 2406        married    midskill        husband              white   male
## 2407        married   highskill        husband              white   male
## 2408        married    lowskill           wife              white female
## 2409     notmarried    clerical         tenant              white   male
## 2410     notmarried    lowskill       depchild              white   male
## 2411        married    lowskill        husband              white   male
## 2412        divorce    clerical     single_occ              white female
## 2413     notmarried   highskill       depchild Asian_Pac_Islander   male
## 2414     notmarried agriculture         tenant              white   male
## 2415        divorce   highskill     single_occ              white   male
## 2416        married   highskill        husband              white   male
## 2417        married agriculture        husband              white   male
## 2418     notmarried    clerical       depchild              white female
## 2419     notmarried   highskill         tenant              white   male
## 2420        married    midskill        husband              white   male
## 2421        married       other        husband              white   male
## 2422        widowed    clerical         tenant              white female
## 2423        married    midskill        husband              white   male
## 2424     notmarried   highskill         tenant              white   male
## 2425        married    midskill        husband              white   male
## 2426        married    midskill        husband              white   male
## 2427        married   highskill        husband              white   male
## 2428     notmarried       other       depchild              white   male
## 2429     notmarried   highskill       depchild              white female
## 2430        married agriculture        husband              white   male
## 2431        married    midskill        husband              white   male
## 2432        married    midskill        husband              white   male
## 2433        married   highskill        husband Asian_Pac_Islander   male
## 2434        married   highskill        husband              white   male
## 2435     notmarried   highskill         tenant              white   male
## 2436     notmarried    lowskill     single_occ              black female
## 2437     notmarried    clerical         tenant              white   male
## 2438     notmarried    lowskill         tenant              black   male
## 2439     notmarried   highskill       depchild              white female
## 2440        married    midskill        husband              white   male
## 2441        married   highskill        husband              white   male
## 2442        married    midskill        husband              black   male
## 2443        divorce    clerical     single_occ              white female
## 2444     notmarried    midskill       relative              white   male
## 2445     notmarried   highskill       depchild              white   male
## 2446        married   highskill        husband             native   male
## 2447        married    lowskill        husband              white   male
## 2448        divorce    lowskill         tenant              white female
## 2449     notmarried   highskill         tenant              black female
## 2450        divorce    lowskill       depchild              white female
## 2451        divorce   highskill         tenant              white female
## 2452     notmarried    lowskill     single_occ              white female
## 2453     notmarried   highskill         tenant              other   male
## 2454        married    clerical           wife              white female
## 2455        divorce    clerical     single_occ              white female
## 2456        divorce    midskill         tenant              white female
## 2457        married   highskill        husband              white   male
## 2458        married    midskill        husband              white   male
## 2459        divorce    clerical     single_occ              white female
## 2460        divorce    midskill       depchild              white   male
## 2461        married    midskill        husband              white   male
## 2462     notmarried    midskill         tenant              white   male
## 2463        married   highskill        husband              white   male
## 2464        divorce   highskill         tenant              black   male
## 2465        married       other        husband              white   male
## 2466        married   highskill        husband              white   male
## 2467        divorce    midskill         tenant              white female
## 2468        divorce   highskill       relative              white female
## 2469        divorce   highskill         tenant              white   male
## 2470        married   highskill           wife              black female
## 2471        married   highskill        husband              white   male
## 2472     notmarried   highskill         tenant              white female
## 2473        married   highskill       relative              white female
## 2474        married   highskill        husband              white   male
## 2475        married    midskill        husband              white   male
## 2476     notmarried    midskill       depchild              white female
## 2477     notmarried       other         tenant              white   male
## 2478        divorce    midskill         tenant              white   male
## 2479        married    midskill        husband              white   male
## 2480        divorce    lowskill     single_occ              white   male
## 2481        married   highskill        husband              white   male
## 2482        married   highskill        husband              white   male
## 2483     notmarried    clerical         tenant              white   male
## 2484        married   highskill        husband              white   male
## 2485        married   highskill        husband              white   male
## 2486        married    midskill        husband              white   male
## 2487        married       other        husband              black   male
## 2488        divorce    clerical         tenant              white female
## 2489        married    midskill        husband             native   male
## 2490        divorce   highskill     single_occ              white female
## 2491        divorce    midskill     single_occ              white   male
## 2492        married       other        husband              white   male
## 2493     notmarried    lowskill       depchild              white female
## 2494     notmarried    midskill       depchild              white   male
## 2495        divorce   highskill         tenant              white   male
## 2496        married    midskill        husband              white   male
## 2497     notmarried       other       depchild              white female
## 2498        married   highskill        husband              white   male
## 2499        married   highskill        husband              white   male
## 2500     notmarried   highskill       depchild              black   male
## 2501     notmarried    clerical         tenant              white female
## 2502        married   highskill         tenant              white   male
## 2503        divorce    midskill         tenant              white female
## 2504        divorce    midskill     single_occ              white female
## 2505        married    midskill        husband              white   male
## 2506        widowed    midskill         tenant              white   male
## 2507     notmarried       other       depchild              white   male
## 2508        married   highskill        husband              white   male
## 2509     notmarried    midskill         tenant              white   male
## 2510        married    midskill         tenant Asian_Pac_Islander   male
## 2511        divorce   highskill         tenant              black   male
## 2512     notmarried    clerical         tenant              white female
## 2513        married    clerical        husband Asian_Pac_Islander   male
## 2514        married       other        husband              white   male
## 2515        married    midskill        husband              white   male
## 2516     notmarried    lowskill       relative              black   male
## 2517        married    lowskill           wife              white female
## 2518        married   highskill        husband              white   male
## 2519     notmarried    lowskill       depchild              black female
## 2520        married    midskill        husband              white   male
## 2521        married    midskill        husband              white   male
## 2522     notmarried       other         tenant              white female
## 2523        married    midskill        husband              white   male
## 2524        divorce    lowskill     single_occ              white female
## 2525        married    midskill        husband              white   male
## 2526        divorce    midskill         tenant              white   male
## 2527        divorce   highskill     single_occ Asian_Pac_Islander female
## 2528     notmarried   highskill       relative              white female
## 2529        married   highskill        husband              white   male
## 2530     notmarried   highskill         tenant              white   male
## 2531     notmarried    lowskill         tenant              white female
## 2532     notmarried    lowskill         tenant              white female
## 2533     notmarried   highskill       depchild              white   male
## 2534     notmarried   highskill         tenant              black   male
## 2535        married    midskill        husband              white   male
## 2536        divorce    clerical     single_occ              white female
## 2537     notmarried    clerical         tenant              white   male
## 2538     notmarried   highskill         tenant              white   male
## 2539        married    midskill        husband              white   male
## 2540        divorce   highskill     single_occ              black female
## 2541        widowed    clerical     single_occ              white female
## 2542        married    clerical        husband              black   male
## 2543        married   highskill         tenant              white   male
## 2544        widowed    midskill     single_occ              white   male
## 2545     notmarried       other       depchild              white female
## 2546        divorce   highskill         tenant              white female
## 2547        married    midskill        husband              white   male
## 2548     notmarried    clerical       depchild Asian_Pac_Islander female
## 2549        divorce    clerical         tenant              white female
## 2550        married   highskill         tenant              white female
## 2551     notmarried    lowskill       depchild              white female
## 2552        married agriculture        husband              white   male
## 2553        married   highskill        husband              white   male
## 2554     notmarried    clerical     single_occ              other female
## 2555        married   highskill        husband              white   male
## 2556     notmarried agriculture       depchild              white   male
## 2557        married   highskill        husband              white   male
## 2558     notmarried   highskill         tenant              white female
## 2559        married   highskill        husband Asian_Pac_Islander   male
## 2560        married    clerical           wife              white female
## 2561        married    clerical           wife              white female
## 2562     notmarried    midskill     single_occ              black female
## 2563        divorce   highskill         tenant              white   male
## 2564     notmarried    clerical     single_occ              white female
## 2565     notmarried   highskill       depchild              black   male
## 2566        married    clerical        husband              white   male
## 2567        married       other        husband              white   male
## 2568     notmarried   highskill         tenant              white   male
## 2569     notmarried agriculture       depchild              white   male
## 2570        married   highskill        husband              white   male
## 2571        married       other        husband              white   male
## 2572     notmarried       other         tenant              white female
## 2573        divorce    midskill         tenant              white   male
## 2574        divorce    midskill         tenant              white female
## 2575        married   highskill        husband              white   male
## 2576     notmarried   highskill     single_occ              black female
## 2577        married   highskill        husband              white   male
## 2578        divorce    clerical     single_occ              white female
## 2579        married       other        husband              black   male
## 2580        married    midskill        husband              white   male
## 2581        married    midskill        husband              white   male
## 2582        married    midskill     single_occ              white female
## 2583        married    midskill        husband              white   male
## 2584        married   highskill        husband              white   male
## 2585        divorce    midskill     single_occ              white   male
## 2586        divorce    clerical         tenant              white female
## 2587     notmarried       other         tenant              white female
## 2588        married   highskill        husband Asian_Pac_Islander   male
## 2589        married   highskill        husband              white   male
## 2590        married    midskill        husband              white   male
## 2591        divorce    clerical       relative Asian_Pac_Islander female
## 2592        married    midskill         tenant              white   male
## 2593     notmarried    midskill         tenant              white   male
## 2594     notmarried   highskill         tenant              black   male
## 2595        widowed       other     single_occ              white   male
## 2596        divorce    lowskill     single_occ              white female
## 2597     notmarried    midskill       depchild              black female
## 2598        divorce   highskill         tenant              white female
## 2599        married    midskill        husband              white   male
## 2600        married    clerical        husband              white   male
## 2601     notmarried    clerical         tenant              white   male
## 2602        married    midskill        husband             native   male
## 2603        divorce   highskill     single_occ              white female
## 2604        divorce   highskill         tenant              white female
## 2605     notmarried    lowskill       depchild              white   male
## 2606        married    lowskill        husband              other   male
## 2607     notmarried       other       depchild              white   male
## 2608        married   highskill        husband              white   male
## 2609     notmarried    lowskill         tenant              white female
## 2610        married   highskill        husband              white   male
## 2611     notmarried   highskill       relative             native female
## 2612        married    midskill        husband              black   male
## 2613        married   highskill        husband              white   male
## 2614     notmarried    midskill       relative              white   male
## 2615        married   highskill        husband              white   male
## 2616        widowed    clerical         tenant              black female
## 2617     notmarried    midskill         tenant              white   male
## 2618     notmarried    clerical         tenant              white female
## 2619        married   highskill        husband              white   male
## 2620        married    lowskill        husband              white   male
## 2621        married    midskill        husband              white   male
## 2622     notmarried   highskill         tenant              white   male
## 2623        married    midskill        husband             native   male
## 2624     notmarried    midskill         tenant              white female
## 2625        married    midskill        husband              white   male
## 2626        married    midskill        husband              white   male
## 2627        married   highskill        husband              white   male
## 2628        divorce    midskill         tenant              white   male
## 2629     notmarried    lowskill       relative              white   male
## 2630        married    midskill        husband              white   male
## 2631     notmarried   highskill         tenant              white   male
## 2632        married   highskill        husband              white   male
## 2633        married       other           wife              white female
## 2634        married   highskill        husband              white   male
## 2635     notmarried       other         tenant              white   male
## 2636        married   highskill        husband              white   male
## 2637     notmarried    clerical         tenant              white female
## 2638        married   highskill           wife              white female
## 2639        married       other        husband              white   male
## 2640     notmarried    midskill         tenant              white female
## 2641        married    midskill        husband              white   male
## 2642        divorce   highskill         tenant              white female
## 2643     notmarried    clerical       depchild              white female
## 2644        married    midskill        husband              white   male
## 2645     notmarried    lowskill         tenant              white female
## 2646        married    midskill        husband              white   male
## 2647        widowed    lowskill         tenant              white female
## 2648        married   highskill        husband              other   male
## 2649     notmarried    clerical         tenant              white female
## 2650        married    clerical           wife              white female
## 2651     notmarried    clerical       depchild              black female
## 2652        married   highskill         tenant              white   male
## 2653        married   highskill        husband              white   male
## 2654     notmarried    clerical         tenant Asian_Pac_Islander   male
## 2655        married   highskill        husband Asian_Pac_Islander   male
## 2656     notmarried    clerical       relative Asian_Pac_Islander female
## 2657     notmarried   highskill       depchild              white female
## 2658        widowed    clerical     single_occ              white female
## 2659        married    midskill        husband              white   male
## 2660        married   highskill        husband              white   male
## 2661        married    midskill        husband              white   male
## 2662        married    midskill        husband              black   male
## 2663        divorce    midskill     single_occ              white female
## 2664        divorce   highskill     single_occ              white female
## 2665        divorce   highskill         tenant              white female
## 2666        married   highskill        husband              white   male
## 2667     notmarried    lowskill       depchild              white   male
## 2668        married    lowskill        husband              white   male
## 2669        divorce    lowskill       depchild              white female
## 2670        widowed   highskill         tenant              white female
## 2671        married    lowskill        husband              white   male
## 2672     notmarried   highskill       depchild              white   male
## 2673     notmarried   highskill         tenant              white   male
## 2674     notmarried       other       depchild              white   male
## 2675     notmarried    lowskill         tenant              white   male
## 2676        married    midskill        husband              white   male
## 2677        married       other        husband              white   male
## 2678     notmarried    clerical     single_occ              white   male
## 2679     notmarried agriculture         tenant              white female
## 2680        widowed   highskill     single_occ              white female
## 2681        married   highskill        husband              white   male
## 2682        married   highskill        husband              white   male
## 2683        married   highskill         tenant              white   male
## 2684        married   highskill        husband              white   male
## 2685        married   highskill        husband              white   male
## 2686     notmarried    clerical     single_occ              black female
## 2687        divorce   highskill         tenant              white   male
## 2688        married   highskill        husband              white   male
## 2689        married    midskill        husband              white   male
## 2690     notmarried       other       relative              white female
## 2691        married    midskill        husband              white   male
## 2692        married    clerical        husband              white   male
## 2693        married    lowskill        husband              white   male
## 2694     notmarried   highskill         tenant              white   male
## 2695        married    midskill        husband              white   male
## 2696        married    midskill        husband              white   male
## 2697        divorce    lowskill       depchild              white   male
## 2698        married   highskill        husband              white   male
## 2699        divorce agriculture         tenant              white   male
## 2700        divorce   highskill         tenant              white female
## 2701        divorce   highskill       depchild              white   male
## 2702     notmarried    clerical         tenant              white female
## 2703        married   highskill        husband              white   male
## 2704     notmarried    lowskill       depchild              white   male
## 2705     notmarried    lowskill       depchild              white female
## 2706        divorce   highskill     single_occ              white female
## 2707        married    lowskill       relative              white   male
## 2708        married   highskill        husband              white   male
## 2709        divorce   highskill         tenant              white female
## 2710     notmarried    clerical       depchild              white female
## 2711        married   highskill        husband              white   male
## 2712     notmarried    midskill       relative              white   male
## 2713     notmarried    lowskill         tenant              white   male
## 2714        divorce   highskill         tenant              white female
## 2715     notmarried    midskill       depchild              white   male
## 2716        widowed    clerical         tenant              white female
## 2717        married   highskill           wife              white female
## 2718        divorce   highskill     single_occ              white   male
## 2719        divorce   highskill         tenant             native   male
## 2720        married   highskill        husband              white   male
## 2721     notmarried    clerical     single_occ             native female
## 2722        married   highskill        husband              white   male
## 2723     notmarried    lowskill       depchild              white   male
## 2724     notmarried   highskill       depchild              white female
## 2725        divorce   highskill     single_occ              white female
## 2726     notmarried   highskill         tenant              white female
## 2727     notmarried   highskill         tenant              white   male
## 2728     notmarried    clerical         tenant              white female
## 2729     notmarried    lowskill       depchild              white female
## 2730     notmarried    lowskill       depchild              white   male
## 2731        married    lowskill       relative              black female
## 2732        married   highskill        husband              white   male
## 2733     notmarried    lowskill         tenant              white   male
## 2734        divorce   highskill     single_occ              white female
## 2735        married    midskill        husband              white   male
## 2736     notmarried   highskill         tenant              white   male
## 2737        married   highskill        husband              white   male
## 2738        divorce   highskill       relative              white female
## 2739        married    clerical           wife              white female
## 2740     notmarried   highskill         tenant              white female
## 2741        married   highskill        husband              white   male
## 2742        married    lowskill        husband              white   male
## 2743        divorce    lowskill     single_occ              black   male
## 2744        married    clerical        husband              white   male
## 2745        married   highskill        husband              white   male
## 2746        married    midskill        husband              black   male
## 2747        divorce   highskill       relative              white female
## 2748        married    midskill        husband              white   male
## 2749        married    midskill        husband              white   male
## 2750     notmarried    midskill       depchild              white female
## 2751        divorce   highskill         tenant              white   male
## 2752        divorce       other         tenant              white   male
## 2753        married   highskill        husband              white   male
## 2754        married   highskill        husband              white   male
## 2755        married agriculture        husband              white   male
## 2756     notmarried    lowskill       depchild              white female
## 2757        married   highskill        husband              white   male
## 2758     notmarried    lowskill       depchild              white   male
## 2759        divorce   highskill         tenant              black   male
## 2760        married   highskill        husband              white   male
## 2761        married       other        husband              white   male
## 2762        divorce       other       depchild              white   male
## 2763        married    midskill        husband              white   male
## 2764     notmarried    clerical         tenant              white female
## 2765     notmarried    lowskill       depchild              white female
## 2766        divorce    clerical     single_occ              white female
## 2767     notmarried    midskill       depchild              white   male
## 2768        married    midskill        husband              white   male
## 2769        divorce   highskill         tenant              white female
## 2770     notmarried   highskill       depchild              white   male
## 2771        divorce    clerical     single_occ              white female
## 2772        divorce   highskill         tenant              white female
## 2773     notmarried    lowskill       depchild              white   male
## 2774     notmarried    lowskill         tenant              black   male
## 2775        married   highskill        husband              white   male
## 2776        married   highskill        husband              black   male
## 2777     notmarried   highskill       depchild              white   male
## 2778        divorce    midskill         tenant              white   male
## 2779        divorce    clerical         tenant              white female
## 2780        divorce    lowskill         tenant              white   male
## 2781        married   highskill        husband              white   male
## 2782        married   highskill        husband              white   male
## 2783     notmarried   highskill       depchild              black female
## 2784        divorce   highskill         tenant              white   male
## 2785     notmarried    lowskill         tenant              black   male
## 2786        widowed    clerical     single_occ              white female
## 2787        married   highskill        husband              white   male
## 2788     notmarried   highskill         tenant              white female
## 2789     notmarried   highskill         tenant              white female
## 2790        divorce    midskill         tenant              white   male
## 2791        widowed    clerical         tenant              white female
## 2792        divorce    clerical         tenant              white female
## 2793        divorce    midskill         tenant              white   male
## 2794        widowed   highskill         tenant              white female
## 2795        married   highskill        husband              white   male
## 2796        divorce    midskill     single_occ              black female
## 2797        married   highskill        husband              white   male
## 2798     notmarried    clerical         tenant              white   male
## 2799     notmarried    lowskill     single_occ             native   male
## 2800        married   highskill        husband              white   male
## 2801        married   highskill        husband              white   male
## 2802     notmarried    lowskill       depchild              black female
## 2803        married   highskill        husband              white   male
## 2804     notmarried   highskill       depchild              white   male
## 2805        married    clerical           wife              white female
## 2806     notmarried   highskill       depchild              white   male
## 2807        divorce   highskill         tenant              white   male
## 2808        widowed    lowskill     single_occ              black female
## 2809        divorce    lowskill     single_occ              white female
## 2810     notmarried    clerical         tenant              white female
## 2811        married agriculture        husband              white   male
## 2812        widowed    lowskill     single_occ              black female
## 2813        married   highskill           wife              white female
## 2814     notmarried    clerical         tenant              white   male
## 2815     notmarried   highskill       depchild              white   male
## 2816        married    midskill        husband              white   male
## 2817        married    midskill        husband              white   male
## 2818        married    midskill        husband              white   male
## 2819     notmarried   highskill         tenant              white female
## 2820     notmarried    lowskill         tenant              white female
## 2821        married   highskill        husband              white   male
## 2822     notmarried    midskill       depchild              white   male
## 2823        divorce    midskill       depchild              white   male
## 2824     notmarried   highskill       depchild              white   male
## 2825        married   highskill        husband              black   male
## 2826        married   highskill           wife              white female
## 2827        married    midskill        husband              white   male
## 2828     notmarried    midskill         tenant              white   male
## 2829        married   highskill        husband              white   male
## 2830        married   highskill        husband              white   male
## 2831        married   highskill        husband              white   male
## 2832        married   highskill        husband              white   male
## 2833        married   highskill        husband              white   male
## 2834        married   highskill        husband              white   male
## 2835     notmarried    clerical         tenant Asian_Pac_Islander female
## 2836     notmarried   highskill       depchild              white female
## 2837        divorce    midskill         tenant              white   male
## 2838        married    lowskill           wife              white female
## 2839        divorce   highskill         tenant              white female
## 2840        married    midskill        husband              white   male
## 2841     notmarried   highskill         tenant              white   male
## 2842        divorce   highskill     single_occ              black female
## 2843        married    clerical        husband              black   male
## 2844        married    lowskill        husband              white   male
## 2845        married   highskill        husband              white   male
## 2846        married   highskill        husband              white   male
## 2847        married   highskill        husband              white   male
## 2848     notmarried       other     single_occ              black female
## 2849        married   highskill        husband              white   male
## 2850     notmarried    lowskill       depchild              white female
## 2851        married agriculture        husband              white   male
## 2852     notmarried   highskill       depchild              white female
## 2853        married   highskill           wife              white female
## 2854        divorce   highskill       relative              white female
## 2855     notmarried   highskill         tenant              white   male
## 2856     notmarried    lowskill     single_occ              black female
## 2857        married       other        husband              white   male
## 2858        divorce       other     single_occ              white female
## 2859     notmarried       other       depchild              white   male
## 2860     notmarried   highskill         tenant              white   male
## 2861        married   highskill        husband              white   male
## 2862     notmarried    midskill         tenant              white female
## 2863     notmarried    lowskill     single_occ              white   male
## 2864        married   highskill        husband              white   male
## 2865        married   highskill           wife              white female
## 2866        divorce    midskill     single_occ              white   male
## 2867        married    lowskill        husband              white   male
## 2868        divorce    lowskill     single_occ              white female
## 2869     notmarried   highskill       depchild              white   male
## 2870     notmarried    lowskill       depchild              black   male
## 2871        married    midskill        husband              white   male
## 2872        married   highskill        husband              white   male
## 2873        married    midskill        husband              white   male
## 2874        divorce   highskill     single_occ              white female
## 2875        married    clerical           wife              white female
## 2876     notmarried   highskill       relative              black   male
## 2877     notmarried    midskill         tenant              white   male
## 2878        married    midskill        husband              white   male
## 2879        married    lowskill        husband              white   male
## 2880     notmarried    lowskill       relative              white   male
## 2881     notmarried    lowskill       relative              white   male
## 2882        divorce    clerical         tenant              white female
## 2883        married   highskill        husband              black   male
## 2884        divorce   highskill         tenant              white female
## 2885        widowed    midskill     single_occ              black   male
## 2886        widowed       other     single_occ              white female
## 2887        married    midskill        husband              white   male
## 2888        married   highskill           wife              white female
## 2889        divorce   highskill     single_occ              white female
## 2890        married    clerical        husband              white   male
## 2891        married    lowskill       depchild              white female
## 2892        divorce    clerical       depchild              white female
## 2893        married   highskill        husband              white   male
## 2894     notmarried   highskill         tenant              white female
## 2895        married   highskill        husband              white   male
## 2896        divorce    clerical     single_occ              white female
## 2897        married    midskill        husband              white   male
## 2898        divorce    lowskill         tenant              white female
## 2899     notmarried   highskill       depchild Asian_Pac_Islander   male
## 2900        divorce   highskill     single_occ              white female
## 2901        married    midskill        husband              white   male
## 2902        married   highskill        husband              white   male
## 2903        married    lowskill        husband              white   male
## 2904        married   highskill        husband              white   male
## 2905        married    lowskill        husband              white   male
## 2906        divorce    lowskill     single_occ              white female
## 2907        widowed    lowskill         tenant              black female
## 2908        divorce    clerical       depchild              white female
## 2909     notmarried    lowskill       depchild              white female
## 2910        married   highskill        husband              white   male
## 2911     notmarried    lowskill       depchild              white   male
## 2912     notmarried   highskill       depchild              white female
## 2913        divorce    clerical     single_occ              white female
## 2914     notmarried    clerical         tenant              white female
## 2915     notmarried    midskill     single_occ              white female
## 2916        married   highskill           wife              white female
## 2917        divorce   highskill     single_occ              white female
## 2918        married   highskill        husband              white   male
## 2919        married   highskill        husband              white   male
## 2920        married   highskill        husband              white   male
## 2921        married agriculture        husband              white   male
## 2922     notmarried    midskill       relative              white   male
## 2923        divorce    midskill     single_occ              black   male
## 2924        married   highskill        husband              white   male
## 2925     notmarried    midskill         tenant              white   male
## 2926        married   highskill           wife              white female
## 2927        married    midskill         tenant Asian_Pac_Islander   male
## 2928        divorce    midskill       depchild              black female
## 2929     notmarried    clerical       depchild              white female
## 2930        married    midskill        husband              white   male
## 2931     notmarried       other       depchild              white female
## 2932     notmarried    midskill         tenant              white   male
## 2933     notmarried       other     single_occ              white female
## 2934     notmarried   highskill       depchild              white   male
## 2935     notmarried    midskill       depchild              white   male
## 2936        married    clerical        husband              white   male
## 2937     notmarried    lowskill       depchild              black   male
## 2938     notmarried    lowskill       depchild              white   male
## 2939        married    midskill           wife              black female
## 2940        married agriculture        husband              white   male
## 2941     notmarried   highskill     single_occ              black female
## 2942        married   highskill        husband              white   male
## 2943        married    midskill        husband              white   male
## 2944     notmarried   highskill       depchild Asian_Pac_Islander   male
## 2945     notmarried    lowskill       depchild              white female
## 2946     notmarried    midskill       depchild              black   male
## 2947     notmarried    lowskill       relative              white female
## 2948     notmarried       other       depchild              white   male
## 2949        married   highskill        husband              white   male
## 2950     notmarried    midskill       depchild              white   male
## 2951        married   highskill        husband              white   male
## 2952        widowed   highskill     single_occ              black female
## 2953        married       other           wife              white female
## 2954        married   highskill        husband              black   male
## 2955     notmarried    midskill     single_occ              black female
## 2956        married   highskill        husband              white   male
## 2957        married   highskill        husband              white   male
## 2958        divorce   highskill     single_occ              white female
## 2959        divorce   highskill         tenant              white female
## 2960        married agriculture        husband              white   male
## 2961     notmarried   highskill         tenant              white   male
## 2962        widowed       other         tenant              black   male
## 2963        married   highskill        husband              white   male
## 2964     notmarried agriculture       depchild              white   male
## 2965     notmarried    midskill       depchild              white female
## 2966        married   highskill        husband              white   male
## 2967     notmarried    midskill         tenant              white   male
## 2968        widowed    clerical         tenant              white female
## 2969        married   highskill        husband              white   male
## 2970     notmarried   highskill         tenant              white   male
## 2971     notmarried agriculture         tenant              white   male
## 2972        married   highskill        husband              white   male
## 2973        divorce    lowskill       depchild              white   male
## 2974        married   highskill        husband              white   male
## 2975        married    midskill        husband              black   male
## 2976     notmarried    clerical     single_occ              black female
## 2977        divorce    midskill         tenant              white   male
## 2978        married   highskill        husband              white   male
## 2979        divorce    midskill     single_occ              white   male
## 2980        divorce    clerical     single_occ              black female
## 2981     notmarried   highskill         tenant              white   male
## 2982     notmarried    lowskill       relative              white   male
## 2983        married   highskill        husband              white   male
## 2984        married agriculture        husband              white   male
## 2985        divorce    clerical     single_occ              white female
## 2986     notmarried    lowskill       depchild              white female
## 2987        married    midskill        husband              black   male
## 2988     notmarried    lowskill         tenant              white   male
## 2989     notmarried    midskill       depchild              white   male
## 2990        married   highskill        husband Asian_Pac_Islander   male
## 2991     notmarried   highskill       depchild              white   male
## 2992        divorce   highskill         tenant              white   male
## 2993     notmarried   highskill     single_occ              white female
## 2994        married agriculture           wife             native female
## 2995        married   highskill        husband              white   male
## 2996        married    midskill        husband              white   male
## 2997     notmarried   highskill         tenant              white   male
## 2998        divorce    midskill       relative              white female
## 2999        married    lowskill        husband              white   male
## 3000        married       other        husband              white   male
## 3001        married    midskill        husband              white   male
## 3002        married    midskill        husband              white   male
## 3003        divorce    lowskill     single_occ              white female
## 3004        divorce   highskill         tenant              white female
## 3005     notmarried    clerical         tenant              white female
## 3006     notmarried       other       depchild              white   male
## 3007        divorce   highskill     single_occ              white female
## 3008        divorce   highskill       relative              white   male
## 3009     notmarried    midskill       relative              white   male
## 3010        married    midskill        husband              white   male
## 3011        married   highskill           wife              white female
## 3012        divorce   highskill         tenant              white   male
## 3013        married   highskill        husband              white   male
## 3014     notmarried   highskill         tenant              white female
## 3015        married    lowskill        husband              white   male
## 3016     notmarried   highskill         tenant              white   male
## 3017        married    clerical        husband              white   male
## 3018        married   highskill        husband              white   male
## 3019     notmarried agriculture       depchild              white   male
## 3020     notmarried   highskill         tenant              black female
## 3021        married   highskill        husband              white   male
## 3022        married    midskill        husband Asian_Pac_Islander   male
## 3023        married    midskill        husband              white   male
## 3024     notmarried    midskill         tenant              black   male
## 3025     notmarried   highskill       depchild              white female
## 3026        married    midskill        husband              white   male
## 3027        married    midskill        husband              white   male
## 3028        married   highskill        husband              white   male
## 3029     notmarried    lowskill         tenant              white   male
## 3030        married   highskill        husband              white   male
## 3031        widowed    midskill     single_occ              white female
## 3032        divorce    midskill     single_occ              white female
## 3033        married    midskill        husband              white   male
## 3034        divorce       other         tenant              white   male
## 3035        married    clerical        husband              white   male
## 3036        married   highskill        husband              white   male
## 3037        widowed   highskill     single_occ              white female
## 3038        divorce    clerical       depchild              white female
## 3039        married    midskill        husband              white   male
## 3040        married   highskill        husband              white   male
## 3041     notmarried   highskill         tenant              black female
## 3042     notmarried   highskill         tenant              white   male
## 3043        married       other        husband              white   male
## 3044     notmarried    clerical       relative              white female
## 3045     notmarried    lowskill       relative              white   male
## 3046        divorce    midskill         tenant              white   male
## 3047        divorce    clerical         tenant              white   male
## 3048     notmarried   highskill         tenant              white   male
## 3049        married agriculture        husband              white   male
## 3050        married   highskill        husband              white   male
## 3051        married    midskill        husband              white   male
## 3052        divorce   highskill     single_occ              white female
## 3053        married    midskill        husband              white   male
## 3054        married    lowskill        husband              white   male
## 3055        married   highskill        husband              white   male
## 3056        married    midskill        husband              white   male
## 3057        married   highskill        husband              white   male
## 3058        married   highskill        husband              white   male
## 3059     notmarried    clerical       depchild              white female
## 3060        married    midskill        husband              white   male
## 3061     notmarried    lowskill       depchild              white   male
## 3062        divorce   highskill         tenant              white female
## 3063        married    midskill        husband              white   male
## 3064        divorce    lowskill         tenant              white   male
## 3065        married   highskill         tenant Asian_Pac_Islander   male
## 3066        widowed       other         tenant              white   male
## 3067     notmarried    midskill       depchild              white   male
## 3068        widowed    clerical         tenant              white female
## 3069        divorce   highskill         tenant              white   male
## 3070        divorce    lowskill     single_occ              black female
## 3071     notmarried   highskill       depchild              white female
## 3072        married   highskill        husband              white   male
## 3073     notmarried       other       depchild              black   male
## 3074     notmarried    midskill       depchild              black   male
## 3075     notmarried   highskill       depchild              white   male
## 3076     notmarried   highskill       depchild              white female
## 3077        married   highskill        husband              white   male
## 3078        married   highskill        husband              white   male
## 3079     notmarried    lowskill       depchild              white   male
## 3080        married   highskill        husband              white   male
## 3081        married   highskill        husband              white   male
## 3082        divorce    midskill     single_occ              white female
## 3083        widowed   highskill     single_occ              white   male
## 3084     notmarried    midskill       depchild              white   male
## 3085     notmarried    lowskill       depchild              white   male
## 3086     notmarried agriculture       depchild              white   male
## 3087        divorce    midskill     single_occ              black female
## 3088        divorce    clerical     single_occ              white female
## 3089     notmarried       other       depchild              white   male
## 3090        married   highskill        husband              white   male
## 3091        divorce    clerical         tenant              white female
## 3092        married   highskill        husband              white   male
## 3093        married agriculture        husband              white   male
## 3094        married   highskill        husband              white   male
## 3095        married   highskill           wife              white female
## 3096        married   highskill        husband              white   male
## 3097     notmarried       other     single_occ              black female
## 3098     notmarried   highskill         tenant              white female
## 3099        divorce   highskill     single_occ              white female
## 3100     notmarried   highskill       depchild              white female
## 3101        married    midskill        husband              white   male
## 3102        married agriculture        husband              white   male
## 3103        divorce    midskill       depchild              white female
## 3104     notmarried    lowskill       depchild              white female
## 3105        married   highskill        husband              white   male
## 3106        married   highskill        husband              white   male
## 3107        married   highskill        husband              white   male
## 3108        married   highskill        husband              white   male
## 3109        married   highskill       depchild              white   male
## 3110     notmarried   highskill       depchild              white female
## 3111     notmarried   highskill         tenant Asian_Pac_Islander   male
## 3112        married   highskill        husband              white   male
## 3113     notmarried    clerical       depchild              white   male
## 3114        married   highskill        husband              white   male
## 3115     notmarried    lowskill       depchild              white   male
## 3116        married   highskill        husband              white   male
## 3117        married   highskill        husband              white   male
## 3118     notmarried agriculture         tenant              white   male
## 3119     notmarried agriculture         tenant              white   male
## 3120        married       other        husband              white   male
## 3121        divorce    clerical     single_occ              white female
## 3122     notmarried    midskill       depchild              white   male
## 3123        married    clerical           wife              white female
## 3124        divorce    clerical     single_occ              white female
## 3125     notmarried    clerical       depchild              white female
## 3126        married   highskill        husband              white   male
## 3127        married    clerical        husband              white   male
## 3128     notmarried   highskill       depchild              white   male
## 3129        married    midskill        husband              white   male
## 3130        divorce   highskill         tenant              white female
## 3131        divorce    lowskill     single_occ              other female
## 3132     notmarried       other       depchild              black   male
## 3133        married    midskill        husband              white   male
## 3134     notmarried    midskill       depchild              white   male
## 3135        married   highskill        husband              white   male
## 3136        married    midskill        husband              white   male
## 3137     notmarried agriculture         tenant              white   male
## 3138        married   highskill        husband              white   male
## 3139        divorce    clerical     single_occ              white female
## 3140     notmarried    clerical       depchild              white   male
## 3141        married    midskill        husband              white   male
## 3142        married    midskill        husband              white   male
## 3143        married    midskill        husband              white   male
## 3144        married   highskill        husband              black   male
## 3145        married   highskill        husband              white   male
## 3146        married   highskill        husband              white   male
## 3147        divorce       other         tenant              white female
## 3148     notmarried   highskill         tenant              white female
## 3149        married   highskill        husband Asian_Pac_Islander   male
## 3150        married   highskill        husband              white   male
## 3151        married    lowskill        husband              white   male
## 3152     notmarried   highskill         tenant              white   male
## 3153        married   highskill        husband              white   male
## 3154        married   highskill        husband              white   male
## 3155        married   highskill        husband              white   male
## 3156        married   highskill        husband              white   male
## 3157     notmarried   highskill       depchild              white   male
## 3158        married    lowskill        husband              white   male
## 3159        widowed    midskill         tenant              black   male
## 3160        married   highskill        husband              white   male
## 3161        divorce   highskill     single_occ              white   male
## 3162     notmarried    midskill       depchild              black   male
## 3163     notmarried    midskill         tenant              white   male
## 3164        married   highskill           wife              white female
## 3165        married    clerical        husband              white   male
## 3166        married   highskill           wife              white female
## 3167        married    midskill        husband              white   male
## 3168        married   highskill        husband              white   male
## 3169        married   highskill        husband              white   male
## 3170        married    midskill        husband              white   male
## 3171     notmarried    clerical       depchild              white female
## 3172        married   highskill        husband              white   male
## 3173     notmarried   highskill         tenant              white   male
## 3174        married    lowskill           wife              white female
## 3175        married   highskill        husband              white   male
## 3176        divorce   highskill         tenant              white   male
## 3177        married    clerical           wife              white female
## 3178     notmarried    lowskill       depchild              white   male
## 3179        married    lowskill     single_occ              white female
## 3180     notmarried    lowskill         tenant              black female
## 3181        married   highskill        husband              white   male
## 3182     notmarried    midskill       depchild              white   male
## 3183     notmarried    midskill     single_occ              white   male
## 3184        widowed   highskill         tenant              white female
## 3185     notmarried   highskill     single_occ Asian_Pac_Islander female
## 3186        married   highskill        husband              white   male
## 3187        married   highskill        husband              white   male
## 3188        married    lowskill         tenant              white female
## 3189        divorce   highskill     single_occ              black female
## 3190        married    midskill        husband              white   male
## 3191        married    midskill        husband              white   male
## 3192        divorce    midskill         tenant              black female
## 3193     notmarried    lowskill         tenant              white female
## 3194        divorce    midskill     single_occ              black female
## 3195        divorce    lowskill       depchild              black   male
## 3196        married   highskill     single_occ              white   male
## 3197        married agriculture       relative              white   male
## 3198        married   highskill        husband              white   male
## 3199        married    midskill           wife              white female
## 3200        married   highskill        husband Asian_Pac_Islander   male
## 3201     notmarried   highskill       depchild              white   male
## 3202     notmarried    midskill         tenant              white   male
## 3203     notmarried   highskill       depchild Asian_Pac_Islander   male
## 3204        married   highskill           wife              white female
## 3205        widowed   highskill     single_occ              white   male
## 3206     notmarried    midskill     single_occ              white   male
## 3207        married   highskill        husband              white   male
## 3208     notmarried       other       depchild              other   male
## 3209        widowed    midskill         tenant              white   male
## 3210        widowed   highskill         tenant              white female
## 3211        married    lowskill        husband              white   male
## 3212        widowed       other         tenant              white   male
## 3213        married   highskill        husband              white   male
## 3214        widowed    lowskill         tenant              white   male
## 3215     notmarried    clerical       depchild              white   male
## 3216        married    midskill        husband              white   male
## 3217        married agriculture        husband              white   male
## 3218        married    midskill        husband              white   male
## 3219        married   highskill        husband              white   male
## 3220        divorce    clerical     single_occ              white female
## 3221        divorce   highskill         tenant              white   male
## 3222        married    lowskill        husband              white   male
## 3223     notmarried    midskill     single_occ              white   male
## 3224        divorce    clerical         tenant              black   male
## 3225        married   highskill           wife              white female
## 3226        married agriculture        husband              white   male
## 3227        married    midskill        husband              white   male
## 3228        married   highskill        husband              white   male
## 3229     notmarried       other       depchild              black   male
## 3230        divorce    midskill         tenant              white   male
## 3231        married   highskill           wife              black female
## 3232        married       other        husband              white   male
## 3233        divorce   highskill         tenant              white   male
## 3234        divorce    midskill         tenant              white female
## 3235     notmarried    lowskill     single_occ              black female
## 3236        married    midskill        husband              white   male
## 3237        married    midskill         tenant              white   male
## 3238     notmarried   highskill       depchild              white   male
## 3239        married   highskill        husband              other   male
## 3240     notmarried       other       depchild Asian_Pac_Islander female
## 3241     notmarried    lowskill     single_occ              white female
## 3242        divorce    lowskill         tenant              black   male
## 3243     notmarried    lowskill         tenant              white   male
## 3244     notmarried    midskill       relative              white   male
## 3245        divorce   highskill     single_occ              white   male
## 3246        married   highskill        husband              white   male
## 3247     notmarried   highskill         tenant              white   male
## 3248        married    clerical           wife              white female
## 3249        married   highskill        husband              white   male
## 3250        married   highskill        husband              white   male
## 3251        married    clerical        husband              white   male
## 3252     notmarried   highskill       depchild              black female
## 3253     notmarried   highskill         tenant              white female
## 3254     notmarried    lowskill     single_occ              white   male
## 3255        married    midskill        husband              white   male
## 3256        divorce       other         tenant              white   male
## 3257        married   highskill        husband              white   male
## 3258        divorce    midskill       depchild              white   male
## 3259     notmarried    lowskill       depchild              white   male
## 3260        divorce   highskill     single_occ              white female
## 3261        married   highskill        husband              white   male
## 3262     notmarried    midskill         tenant              white   male
## 3263        married    midskill        husband              white   male
## 3264     notmarried    clerical         tenant              white female
## 3265        divorce   highskill         tenant              white   male
## 3266        married   highskill        husband              white   male
## 3267        married   highskill        husband              white   male
## 3268        married   highskill        husband              white   male
## 3269     notmarried   highskill         tenant              black   male
## 3270        married       other           wife              black female
## 3271        widowed    lowskill         tenant              white female
## 3272        married   highskill        husband              white   male
## 3273     notmarried    midskill         tenant              white   male
## 3274        married    midskill        husband              white   male
## 3275        married   highskill        husband              white   male
## 3276        divorce    clerical     single_occ              white female
## 3277     notmarried   highskill         tenant              white female
## 3278        married    midskill        husband              white   male
## 3279        married    midskill        husband              white   male
## 3280        divorce   highskill     single_occ              white female
## 3281     notmarried    midskill         tenant              white   male
## 3282     notmarried   highskill         tenant              white   male
## 3283     notmarried agriculture       relative              white   male
## 3284        divorce    lowskill       relative              white female
## 3285        married    clerical        husband              white   male
## 3286     notmarried    lowskill       depchild              white   male
## 3287     notmarried    lowskill         tenant              white   male
## 3288        married agriculture        husband              white   male
## 3289        married    midskill        husband              white   male
## 3290        married    midskill        husband              white   male
## 3291        divorce   highskill     single_occ              white female
## 3292        married       other        husband              white   male
## 3293        married   highskill        husband              white   male
## 3294        married   highskill        husband              white   male
## 3295        divorce   highskill     single_occ              white female
## 3296     notmarried   highskill         tenant              white female
## 3297        married    midskill        husband              white   male
## 3298        married       other        husband              white   male
## 3299     notmarried    lowskill     single_occ              black female
## 3300     notmarried   highskill         tenant              white female
## 3301        divorce    clerical     single_occ              white female
## 3302        divorce    midskill       relative              white female
## 3303        married    clerical        husband              white   male
## 3304        married    lowskill        husband              white   male
## 3305        divorce    clerical     single_occ              white female
## 3306        divorce   highskill         tenant              white   male
## 3307     notmarried   highskill         tenant              white   male
## 3308        divorce    clerical         tenant              white female
## 3309        married    lowskill        husband              black   male
## 3310        married    clerical        husband              white   male
## 3311     notmarried   highskill         tenant              white female
## 3312        married   highskill        husband              white   male
## 3313        married agriculture        husband              white   male
## 3314     notmarried   highskill       depchild              white female
## 3315     notmarried    midskill         tenant              black   male
## 3316        widowed   highskill         tenant              white female
## 3317     notmarried   highskill         tenant              black   male
## 3318        married   highskill        husband              white   male
## 3319        married   highskill        husband              white   male
## 3320     notmarried    midskill       depchild              white   male
## 3321     notmarried    clerical       depchild              white female
## 3322        married   highskill        husband              white   male
## 3323        married    midskill        husband              white   male
## 3324        married    midskill        husband              white   male
## 3325        widowed   highskill         tenant              white female
## 3326        divorce    clerical     single_occ              white female
## 3327        divorce agriculture         tenant              white female
## 3328        married   highskill        husband              white   male
## 3329        married   highskill        husband              white   male
## 3330        divorce    clerical     single_occ              white female
## 3331     notmarried       other         tenant              white   male
## 3332     notmarried   highskill       relative              white   male
## 3333        divorce    clerical     single_occ              white female
## 3334        married    midskill        husband              white   male
## 3335     notmarried    lowskill       depchild              black   male
## 3336        divorce    midskill         tenant              white female
## 3337        married    clerical           wife              white female
## 3338        married   highskill        husband              white   male
## 3339        widowed       other         tenant              black female
## 3340        widowed    midskill     single_occ              white female
## 3341        divorce    lowskill         tenant              white   male
## 3342        divorce    clerical     single_occ              white female
## 3343        divorce    lowskill     single_occ              white female
## 3344        married   highskill        husband              other   male
## 3345     notmarried    clerical       depchild              white   male
## 3346     notmarried    midskill         tenant              black female
## 3347        divorce    clerical     single_occ              white female
## 3348        married    midskill       relative              white   male
## 3349        married    midskill        husband              white   male
## 3350        married   highskill           wife              white female
## 3351        married agriculture         tenant              other   male
## 3352     notmarried       other         tenant              white female
## 3353        married    clerical           wife              white female
## 3354        married    midskill        husband              white   male
## 3355     notmarried    lowskill     single_occ              white   male
## 3356     notmarried   highskill         tenant              white   male
## 3357     notmarried    clerical       depchild              white female
## 3358     notmarried    clerical       depchild              white female
## 3359        married    clerical        husband              white   male
## 3360     notmarried   highskill         tenant              white   male
## 3361        married   highskill           wife              white female
## 3362     notmarried    lowskill       relative              white female
## 3363     notmarried    lowskill       depchild              black female
## 3364        married   highskill        husband              white   male
## 3365     notmarried    clerical       depchild              white female
## 3366        married   highskill        husband              white   male
## 3367        married    midskill        husband              white   male
## 3368        married   highskill        husband              white   male
## 3369        married   highskill        husband              white   male
## 3370        married   highskill        husband              white   male
## 3371        married   highskill        husband              white   male
## 3372     notmarried       other       depchild              white   male
## 3373        divorce    lowskill       depchild              white female
## 3374        divorce   highskill     single_occ              white female
## 3375        married    midskill        husband              white   male
## 3376        married    midskill        husband              white   male
## 3377        married    midskill        husband              black   male
## 3378        married   highskill        husband              white   male
## 3379        married    midskill        husband              white   male
## 3380        divorce    clerical     single_occ              white female
## 3381     notmarried    midskill     single_occ              other   male
## 3382        married   highskill        husband              white   male
## 3383        married    midskill        husband              white   male
## 3384        married    midskill        husband              white   male
## 3385        married    midskill           wife              black female
## 3386        married    midskill        husband              white   male
## 3387        married   highskill        husband              white   male
## 3388        married       other         tenant              white   male
## 3389        married agriculture        husband              white   male
## 3390        married   highskill        husband              white   male
## 3391        widowed   highskill     single_occ              white   male
## 3392     notmarried    lowskill       depchild              white female
## 3393        married   highskill        husband              white   male
## 3394        married agriculture        husband              white   male
## 3395     notmarried    lowskill       depchild              white female
## 3396        divorce   highskill         tenant              white   male
## 3397     notmarried   highskill         tenant              white female
## 3398     notmarried    midskill       depchild              black   male
## 3399        married   highskill        husband              white   male
## 3400        married    midskill        husband              black   male
## 3401        married    midskill        husband              white   male
## 3402        married    midskill        husband              white   male
## 3403        married       other        husband              black   male
## 3404     notmarried agriculture         tenant              white   male
## 3405        married    clerical        husband              white   male
## 3406        married   highskill        husband              white   male
## 3407        married    midskill        husband             native   male
## 3408        married   highskill        husband              white   male
## 3409        married   highskill        husband              white   male
## 3410        divorce    lowskill     single_occ              black female
## 3411        married   highskill        husband              white   male
## 3412     notmarried    midskill         tenant              black female
## 3413        married    midskill        husband              white   male
## 3414        married   highskill        husband              white   male
## 3415        married    midskill        husband              white   male
## 3416        married    midskill        husband              white   male
## 3417        divorce   highskill     single_occ              white   male
## 3418     notmarried   highskill         tenant              white female
## 3419        married   highskill        husband              white   male
## 3420     notmarried   highskill         tenant              white   male
## 3421     notmarried    lowskill         tenant              white   male
## 3422        divorce    clerical         tenant              white female
## 3423        divorce    lowskill         tenant              white female
## 3424        married   highskill         tenant              white   male
## 3425        married agriculture        husband              white   male
## 3426     notmarried    lowskill       depchild              white   male
## 3427        divorce   highskill         tenant              white   male
## 3428        married   highskill        husband              white   male
## 3429        married   highskill        husband              white   male
## 3430     notmarried    midskill       depchild              white female
## 3431        married   highskill           wife              white female
## 3432     notmarried   highskill       depchild              white female
## 3433        married    midskill        husband              white   male
## 3434        married   highskill        husband              white   male
## 3435        divorce    lowskill         tenant              white female
## 3436        married    midskill        husband              white   male
## 3437        married    midskill        husband              white   male
## 3438        married    midskill        husband              white   male
## 3439        married    midskill        husband              white   male
## 3440        divorce       other         tenant              white female
## 3441     notmarried   highskill         tenant              white   male
## 3442     notmarried    lowskill         tenant              white   male
## 3443        married    midskill        husband              black   male
## 3444     notmarried    lowskill       relative             native   male
## 3445        divorce   highskill         tenant              white   male
## 3446        married   highskill        husband              white   male
## 3447        married agriculture        husband              white   male
## 3448        married    midskill        husband              white   male
## 3449        married   highskill        husband              white   male
## 3450     notmarried   highskill         tenant              white female
## 3451        divorce   highskill       depchild              white   male
## 3452        married   highskill           wife              white female
## 3453     notmarried    clerical       depchild              white female
## 3454     notmarried       other       relative              other female
## 3455        divorce   highskill     single_occ              black female
## 3456     notmarried    midskill       depchild              white   male
## 3457     notmarried       other       depchild              white female
## 3458     notmarried   highskill       depchild              white female
## 3459        married   highskill        husband              white   male
## 3460     notmarried       other     single_occ              white female
## 3461        married    midskill        husband              white   male
## 3462        widowed    lowskill     single_occ              white female
## 3463        divorce    midskill         tenant              white   male
## 3464     notmarried   highskill       depchild              white   male
## 3465        married    clerical        husband              white   male
## 3466     notmarried   highskill         tenant              white   male
## 3467        married   highskill        husband              white   male
## 3468        married    midskill        husband              white   male
## 3469        married   highskill           wife              white female
## 3470        married   highskill        husband              white   male
## 3471        married   highskill        husband              white   male
## 3472        married    midskill        husband              white   male
## 3473     notmarried   highskill       depchild              white female
## 3474     notmarried    lowskill       depchild              white   male
## 3475        divorce   highskill     single_occ              white female
## 3476        married   highskill        husband              white   male
## 3477     notmarried   highskill       depchild              white   male
## 3478        married    midskill        husband              black   male
## 3479     notmarried   highskill     single_occ              white female
## 3480     notmarried   highskill         tenant              white female
## 3481        married   highskill        husband              white   male
## 3482     notmarried    lowskill         tenant              white female
## 3483        divorce   highskill     single_occ              white female
## 3484        married   highskill        husband              white   male
## 3485     notmarried    midskill       depchild              black   male
## 3486        married   highskill        husband              white   male
## 3487     notmarried       other         tenant              black female
## 3488     notmarried    midskill         tenant              white female
## 3489     notmarried   highskill         tenant              white female
## 3490        married   highskill           wife              white female
## 3491        married    lowskill        husband              white   male
## 3492     notmarried    clerical     single_occ              white female
## 3493        married   highskill        husband              white   male
## 3494        married    lowskill           wife              white female
## 3495     notmarried   highskill         tenant              white female
## 3496     notmarried    lowskill       depchild              black   male
## 3497     notmarried    lowskill       relative              black   male
## 3498        married    midskill        husband              white   male
## 3499        married    lowskill        husband              white   male
## 3500        married   highskill        husband              white   male
## 3501        married   highskill        husband              white   male
## 3502     notmarried   highskill     single_occ              white female
## 3503        married    midskill        husband              white   male
## 3504        divorce   highskill     single_occ              white female
## 3505     notmarried   highskill         tenant              white female
## 3506        married   highskill        husband              white   male
## 3507        divorce    clerical       depchild              white   male
## 3508     notmarried   highskill         tenant              white   male
## 3509        married    midskill        husband              white   male
## 3510     notmarried   highskill       depchild              white female
## 3511        widowed   highskill         tenant              white female
## 3512        divorce    midskill     single_occ              white female
## 3513     notmarried    clerical       depchild              white female
## 3514     notmarried   highskill         tenant              white   male
## 3515        divorce   highskill     single_occ              white female
## 3516        divorce   highskill         tenant              white female
## 3517     notmarried       other       depchild              white female
## 3518        married    midskill        husband              white   male
## 3519        married   highskill        husband              white   male
## 3520        divorce    lowskill     single_occ              white female
## 3521        married    midskill        husband              white   male
## 3522        married    midskill        husband              white   male
## 3523        married    midskill        husband              white   male
## 3524        married   highskill        husband              white   male
## 3525     notmarried    lowskill       depchild              white   male
## 3526        married    midskill        husband              white   male
## 3527     notmarried    clerical       depchild              black   male
## 3528        married    lowskill        husband              white   male
## 3529     notmarried    lowskill       depchild              white   male
## 3530        divorce    midskill         tenant              black female
## 3531        married   highskill        husband              white   male
## 3532        divorce       other     single_occ              white female
## 3533     notmarried agriculture         tenant              white   male
## 3534        married    midskill        husband              white   male
## 3535     notmarried    lowskill       depchild              white   male
## 3536     notmarried    lowskill       relative              black   male
## 3537        married   highskill        husband              white   male
## 3538        widowed    clerical         tenant              white female
## 3539        married   highskill        husband              white   male
## 3540        married    midskill        husband              white   male
## 3541        married   highskill        husband              white   male
## 3542        married agriculture        husband              white   male
## 3543     notmarried   highskill         tenant              white female
## 3544        married    clerical           wife              white female
## 3545        divorce    clerical     single_occ              white female
## 3546        divorce   highskill         tenant              white female
## 3547     notmarried    lowskill       depchild              black female
## 3548        married    midskill        husband              white   male
## 3549     notmarried   highskill     single_occ              black female
## 3550     notmarried   highskill       depchild              white female
## 3551        married   highskill        husband              white   male
## 3552     notmarried   highskill         tenant              black   male
## 3553        married    midskill        husband              white   male
## 3554        divorce   highskill         tenant              white female
## 3555     notmarried   highskill     single_occ              white female
## 3556     notmarried       other         tenant              other female
## 3557        divorce   highskill         tenant              white female
## 3558     notmarried    clerical         tenant Asian_Pac_Islander   male
## 3559     notmarried   highskill       depchild              white female
## 3560        divorce   highskill         tenant              black   male
## 3561        divorce    lowskill         tenant              white female
## 3562        married agriculture        husband              white   male
## 3563     notmarried    midskill         tenant              white   male
## 3564        divorce    midskill         tenant              white   male
## 3565        married   highskill        husband              white   male
## 3566        divorce    lowskill     single_occ              white female
## 3567     notmarried   highskill         tenant              white   male
## 3568        married    midskill        husband              white   male
## 3569        married    midskill        husband              white   male
## 3570     notmarried   highskill         tenant              white female
## 3571        married    midskill        husband              white   male
## 3572        married    midskill        husband              white   male
## 3573     notmarried       other       depchild              white female
## 3574     notmarried       other         tenant              white   male
## 3575        married   highskill        husband              white   male
## 3576        married   highskill        husband              white   male
## 3577     notmarried    lowskill       depchild              white female
## 3578        married   highskill        husband              white   male
## 3579        married   highskill        husband              black   male
## 3580     notmarried       other         tenant Asian_Pac_Islander   male
## 3581        married    midskill        husband              white   male
## 3582        married    midskill     single_occ              white   male
## 3583        married    lowskill        husband              white   male
## 3584        married   highskill        husband              white   male
## 3585     notmarried   highskill         tenant              white female
## 3586     notmarried    lowskill       relative              white   male
## 3587     notmarried   highskill         tenant              white female
## 3588        divorce   highskill     single_occ              white female
## 3589        widowed       other         tenant              white female
## 3590     notmarried   highskill       depchild             native female
## 3591     notmarried   highskill         tenant              white   male
## 3592     notmarried   highskill       depchild              white female
## 3593        widowed       other         tenant              white female
## 3594        married agriculture           wife              white female
## 3595        married       other           wife              white female
## 3596        married    lowskill           wife              white female
## 3597     notmarried    clerical       depchild              black female
## 3598     notmarried       other       depchild              white   male
## 3599        divorce    clerical         tenant             native female
## 3600        married   highskill        husband              white   male
## 3601        divorce    lowskill         tenant              white female
## 3602     notmarried   highskill         tenant              white   male
## 3603        married   highskill        husband              white   male
## 3604        married    midskill        husband              white   male
## 3605        married   highskill        husband              white   male
## 3606     notmarried    lowskill       depchild             native female
## 3607        married    midskill        husband              white   male
## 3608        divorce    midskill         tenant              white   male
## 3609     notmarried    midskill       depchild              black female
## 3610     notmarried   highskill         tenant              white female
## 3611        married    clerical        husband              white   male
## 3612        married   highskill           wife              white female
## 3613        married   highskill        husband              black   male
## 3614     notmarried    clerical       depchild              black female
## 3615        married    midskill        husband              white   male
## 3616        divorce   highskill       depchild              white female
## 3617     notmarried   highskill         tenant              white   male
## 3618        divorce agriculture     single_occ              white   male
## 3619     notmarried    lowskill       depchild              white   male
## 3620        married   highskill        husband              white   male
## 3621        divorce    clerical       relative              white female
## 3622     notmarried   highskill         tenant              white   male
## 3623     notmarried    lowskill         tenant              white female
## 3624        married    midskill        husband              white   male
## 3625        widowed    clerical         tenant              white female
## 3626        married   highskill        husband              white   male
## 3627        married    clerical           wife              white female
## 3628        married   highskill        husband Asian_Pac_Islander   male
## 3629     notmarried   highskill       relative              white female
## 3630        married   highskill        husband              white   male
## 3631        divorce   highskill     single_occ              white female
## 3632        married       other        husband              white   male
## 3633     notmarried    clerical       depchild              white female
## 3634        widowed   highskill         tenant              white female
## 3635        divorce    midskill         tenant              white   male
## 3636        married    midskill        husband              other   male
## 3637        married    midskill        husband Asian_Pac_Islander   male
## 3638        divorce    clerical     single_occ              white female
## 3639     notmarried    midskill         tenant              white   male
## 3640        married   highskill        husband              white   male
## 3641     notmarried    midskill         tenant              white   male
## 3642     notmarried    midskill     single_occ              white female
## 3643        married    midskill        husband              white   male
## 3644        married    midskill        husband              white   male
## 3645        married    midskill        husband              white   male
## 3646     notmarried    lowskill       depchild              white female
## 3647        married   highskill           wife              white female
## 3648        married    midskill           wife Asian_Pac_Islander female
## 3649     notmarried   highskill         tenant              white female
## 3650     notmarried    lowskill       depchild              white   male
## 3651     notmarried    clerical       depchild              black   male
## 3652        married   highskill        husband              white   male
## 3653        married   highskill        husband              black   male
## 3654        divorce    midskill       depchild              white   male
## 3655        married    midskill        husband              white   male
## 3656        married   highskill        husband              white   male
## 3657        married    midskill        husband              white   male
## 3658        married    lowskill        husband Asian_Pac_Islander   male
## 3659     notmarried   highskill       depchild              black female
## 3660        married    lowskill        husband              white   male
## 3661        married    midskill        husband              white   male
## 3662     notmarried    clerical         tenant              white female
## 3663     notmarried agriculture         tenant              white   male
## 3664        married    midskill        husband              white   male
## 3665        married   highskill        husband              white   male
## 3666     notmarried   highskill         tenant              black   male
## 3667        married   highskill        husband              white   male
## 3668        divorce   highskill     single_occ              white female
## 3669        married    midskill        husband              white   male
## 3670        married    midskill        husband              white   male
## 3671        divorce       other       depchild              white   male
## 3672        married   highskill        husband              white   male
## 3673        married   highskill        husband              other   male
## 3674        married    midskill        husband              white   male
## 3675        married   highskill        husband              white   male
## 3676     notmarried    lowskill       relative              white   male
## 3677        married    midskill        husband             native   male
## 3678        divorce   highskill         tenant              white female
## 3679        married    clerical        husband              white   male
## 3680     notmarried   highskill       depchild              white female
## 3681        married   highskill        husband              black   male
## 3682     notmarried   highskill       depchild              white   male
## 3683        married   highskill        husband              black   male
## 3684        divorce    clerical         tenant              white female
## 3685        married   highskill        husband              white   male
## 3686        married    midskill        husband              white   male
## 3687     notmarried    lowskill       relative              white female
## 3688     notmarried    lowskill       relative              white   male
## 3689        divorce    lowskill         tenant              white   male
## 3690        married   highskill        husband              white   male
## 3691        married    midskill        husband              white   male
## 3692        married    midskill        husband              white   male
## 3693        married    midskill        husband              white   male
## 3694        married    clerical           wife              white female
## 3695        married    lowskill        husband              white   male
## 3696        divorce   highskill     single_occ              white female
## 3697     notmarried    midskill       relative              white female
## 3698        married   highskill        husband              white   male
## 3699        married   highskill        husband              white   male
## 3700        divorce    midskill         tenant              white   male
## 3701        married   highskill        husband              white   male
## 3702        married    lowskill        husband              white   male
## 3703     notmarried    midskill         tenant              black   male
## 3704        married       other        husband              white   male
## 3705        divorce   highskill         tenant              white female
## 3706        married    midskill        husband              white   male
## 3707     notmarried    lowskill       relative              black   male
## 3708        married    midskill        husband             native   male
## 3709        married    clerical        husband Asian_Pac_Islander   male
## 3710        married   highskill           wife              white female
## 3711     notmarried    clerical         tenant              white   male
## 3712        married agriculture        husband              white   male
## 3713     notmarried    clerical       depchild              white female
## 3714        divorce   highskill       depchild              white   male
## 3715        married   highskill       relative Asian_Pac_Islander female
## 3716     notmarried    clerical       depchild Asian_Pac_Islander   male
## 3717        married   highskill        husband              black   male
## 3718     notmarried   highskill       depchild              white   male
## 3719     notmarried    lowskill       depchild              white female
## 3720     notmarried    clerical       depchild              white   male
## 3721        married    midskill        husband              white   male
## 3722        married   highskill        husband              white   male
## 3723     notmarried    clerical     single_occ              white   male
## 3724        married   highskill        husband              white   male
## 3725        married   highskill        husband              white   male
## 3726     notmarried       other       depchild              white   male
## 3727        married    clerical           wife              white female
## 3728        married   highskill           wife              white female
## 3729        married    midskill        husband              white   male
## 3730     notmarried   highskill     single_occ             native female
## 3731     notmarried    clerical         tenant              white female
## 3732        married    midskill        husband              white   male
## 3733        married    midskill        husband              white   male
## 3734        married   highskill           wife              white female
## 3735     notmarried   highskill       depchild              white female
## 3736        married    clerical        husband              white   male
## 3737        married       other           wife              white female
## 3738     notmarried    lowskill       relative              black   male
## 3739        married    midskill        husband              white   male
## 3740        married    lowskill        husband              white   male
## 3741        married    lowskill        husband              white   male
## 3742        married    clerical        husband              white   male
## 3743        divorce    midskill         tenant              white   male
## 3744        divorce   highskill         tenant              other female
## 3745     notmarried       other       depchild              white   male
## 3746        married agriculture        husband              white   male
## 3747        divorce    lowskill     single_occ              black female
## 3748        divorce       other     single_occ              white female
## 3749        married    midskill        husband              white   male
## 3750        married    clerical        husband              white   male
## 3751        divorce   highskill         tenant              white female
## 3752        married   highskill        husband              white   male
## 3753        married    midskill        husband              white   male
## 3754     notmarried    clerical         tenant Asian_Pac_Islander female
## 3755        married   highskill        husband              white   male
## 3756     notmarried   highskill       relative              black   male
## 3757        divorce    clerical     single_occ              white female
## 3758        married agriculture           wife              white female
## 3759        married    midskill        husband              white   male
## 3760        married       other        husband              white   male
## 3761        married    midskill        husband              white   male
## 3762     notmarried   highskill         tenant              white female
## 3763     notmarried    lowskill         tenant              black female
## 3764     notmarried    clerical         tenant              white   male
## 3765     notmarried    lowskill       depchild              white   male
## 3766        divorce   highskill     single_occ              black female
## 3767        married   highskill        husband              white   male
## 3768     notmarried    clerical     single_occ              black female
## 3769        married    lowskill        husband              white   male
## 3770     notmarried    lowskill         tenant              white female
## 3771     notmarried   highskill     single_occ              white female
## 3772        divorce    lowskill       depchild              white female
## 3773        married    midskill        husband              white   male
## 3774        widowed       other         tenant              white female
## 3775        married   highskill        husband              white   male
## 3776     notmarried       other       depchild              white female
## 3777        divorce    clerical         tenant              white female
## 3778     notmarried   highskill         tenant              white   male
## 3779        married   highskill        husband              white   male
## 3780        divorce    midskill     single_occ              white   male
## 3781        divorce    clerical     single_occ              white female
## 3782     notmarried    clerical         tenant              white female
## 3783        widowed    midskill         tenant              white   male
## 3784        married   highskill        husband              white   male
## 3785        married    midskill        husband              white   male
## 3786     notmarried    midskill         tenant              white   male
## 3787        married   highskill        husband              white   male
## 3788        married   highskill        husband              white   male
## 3789        married   highskill        husband              white   male
## 3790        married   highskill        husband              white   male
## 3791        divorce   highskill         tenant              white   male
## 3792     notmarried   highskill       depchild              black   male
## 3793        married    clerical        husband              white   male
## 3794     notmarried    lowskill       depchild              white   male
## 3795     notmarried    midskill         tenant              white   male
## 3796        married    midskill        husband              white   male
## 3797     notmarried    midskill         tenant              white   male
## 3798        married    midskill        husband              white   male
## 3799     notmarried   highskill       relative              white   male
## 3800        married    midskill        husband              white   male
## 3801        married   highskill        husband              white   male
## 3802     notmarried    lowskill       depchild              white   male
## 3803     notmarried    clerical       depchild              white   male
## 3804     notmarried    lowskill       depchild              white   male
## 3805     notmarried    lowskill       relative              white   male
## 3806     notmarried       other       depchild              white female
## 3807        married   highskill        husband              white   male
## 3808     notmarried   highskill       depchild              white female
## 3809        married   highskill        husband              white   male
## 3810        married   highskill        husband              white   male
## 3811     notmarried   highskill         tenant              black female
## 3812        divorce   highskill     single_occ              white female
## 3813        married   highskill        husband Asian_Pac_Islander   male
## 3814        divorce   highskill         tenant              white female
## 3815     notmarried   highskill         tenant              white female
## 3816     notmarried    lowskill       depchild              white female
## 3817        married   highskill       relative              white   male
## 3818        married   highskill        husband              white   male
## 3819        married    midskill        husband              white   male
## 3820     notmarried    clerical         tenant              white female
## 3821     notmarried agriculture     single_occ              white   male
## 3822        married    lowskill           wife             native female
## 3823        divorce       other         tenant              white female
## 3824        divorce    midskill         tenant              white   male
## 3825     notmarried agriculture       depchild              white   male
## 3826     notmarried    midskill       depchild              black   male
## 3827        married agriculture        husband              white   male
## 3828        married    midskill        husband              white   male
## 3829     notmarried    midskill         tenant              white   male
## 3830        married   highskill        husband              white   male
## 3831        married    lowskill        husband              white   male
## 3832        married   highskill        husband              white   male
## 3833        married    midskill        husband Asian_Pac_Islander   male
## 3834        married   highskill        husband              white   male
## 3835     notmarried       other         tenant              white female
## 3836     notmarried    lowskill         tenant              white female
## 3837        married   highskill        husband              white   male
## 3838        divorce   highskill         tenant              white   male
## 3839        married   highskill        husband             native   male
## 3840     notmarried    midskill         tenant              white   male
## 3841        married    clerical        husband              white   male
## 3842        divorce    midskill     single_occ              white female
## 3843        divorce    clerical     single_occ              black female
## 3844     notmarried       other       depchild             native   male
## 3845     notmarried   highskill       depchild              white   male
## 3846        married    clerical        husband              white   male
## 3847        divorce    clerical         tenant              white female
## 3848        married   highskill           wife              white female
## 3849        divorce   highskill     single_occ              white   male
## 3850     notmarried   highskill         tenant              white female
## 3851        married   highskill        husband              white   male
## 3852     notmarried       other       depchild              white   male
## 3853     notmarried    lowskill       depchild              white female
## 3854     notmarried    lowskill         tenant              white   male
## 3855        married    lowskill        husband              white   male
## 3856     notmarried   highskill         tenant              white female
## 3857     notmarried    clerical         tenant Asian_Pac_Islander   male
## 3858        divorce   highskill         tenant              white female
## 3859     notmarried   highskill     single_occ              black female
## 3860        divorce   highskill     single_occ              white female
## 3861        married   highskill        husband              white   male
## 3862        divorce    midskill     single_occ              black   male
## 3863        married   highskill        husband              white   male
## 3864        married       other        husband              white   male
## 3865        married    midskill        husband              black   male
## 3866        married   highskill           wife              white female
## 3867        married    midskill        husband              white   male
## 3868        married    lowskill        husband              white   male
## 3869     notmarried    midskill         tenant              white   male
## 3870     notmarried   highskill         tenant              white female
## 3871        married    lowskill        husband              white   male
## 3872        married   highskill        husband              black   male
## 3873        married    midskill        husband              white   male
## 3874     notmarried   highskill         tenant              white female
## 3875     notmarried   highskill       depchild              white   male
## 3876        divorce    lowskill         tenant              white   male
## 3877        married    midskill        husband              white   male
## 3878        divorce   highskill     single_occ              white   male
## 3879        married   highskill        husband              white   male
## 3880        married    midskill           wife Asian_Pac_Islander female
## 3881        married   highskill        husband              white   male
## 3882        widowed   highskill         tenant              white female
## 3883        married   highskill        husband              white   male
## 3884        married    midskill        husband              white   male
## 3885        married   highskill        husband              white   male
## 3886        divorce   highskill       depchild              white female
## 3887        married   highskill        husband              white   male
## 3888        married       other           wife              white female
## 3889        divorce    midskill     single_occ              white   male
## 3890        married    midskill        husband              black   male
## 3891        divorce    clerical       depchild              white   male
## 3892     notmarried    midskill       depchild              white   male
## 3893        married   highskill        husband              white   male
## 3894        divorce   highskill         tenant              white   male
## 3895        married    clerical        husband              white   male
## 3896        married       other           wife              white female
## 3897        divorce   highskill     single_occ              white female
## 3898     notmarried       other       depchild              black   male
## 3899     notmarried    lowskill       depchild              white   male
## 3900     notmarried    midskill       relative              black   male
## 3901        married   highskill        husband              white   male
## 3902     notmarried       other       depchild              white   male
## 3903     notmarried       other       depchild              white   male
## 3904     notmarried    lowskill         tenant              white   male
## 3905        married    clerical        husband              white   male
## 3906        married    lowskill        husband              white   male
## 3907        married   highskill        husband              black   male
## 3908     notmarried    clerical         tenant              white   male
## 3909        married    lowskill        husband              black   male
## 3910        married   highskill        husband Asian_Pac_Islander   male
## 3911        divorce   highskill     single_occ              white female
## 3912        married    midskill        husband              white   male
## 3913        married   highskill        husband              white   male
## 3914        married   highskill        husband              white   male
## 3915        married    midskill        husband              white   male
## 3916        married    midskill        husband              white   male
## 3917     notmarried       other         tenant              white   male
## 3918     notmarried    lowskill       depchild              white   male
## 3919        married   highskill        husband              white   male
## 3920     notmarried    midskill       depchild              white   male
## 3921        married   highskill        husband              black   male
## 3922        divorce    midskill         tenant              white   male
## 3923     notmarried    clerical       depchild              white female
## 3924        married    lowskill        husband              black   male
## 3925        married    clerical        husband              white   male
## 3926        married   highskill        husband              white   male
## 3927        divorce   highskill         tenant              white   male
## 3928        married   highskill        husband              white   male
## 3929        married    lowskill        husband              white   male
## 3930        married    midskill        husband              white   male
## 3931     notmarried   highskill       depchild              white female
## 3932        widowed    lowskill     single_occ              black   male
## 3933        married    midskill        husband              white   male
## 3934        married    midskill        husband              white   male
## 3935        divorce   highskill         tenant              white female
## 3936     notmarried   highskill       depchild              white female
## 3937        divorce    clerical     single_occ              white female
## 3938        divorce   highskill         tenant              white female
## 3939        divorce    midskill     single_occ              white   male
## 3940        married    midskill        husband              white   male
## 3941     notmarried   highskill         tenant              black female
## 3942        married    midskill        husband              white   male
## 3943     notmarried       other       depchild              white   male
## 3944     notmarried    clerical     single_occ              white female
## 3945        married    midskill        husband              white   male
## 3946        married   highskill        husband              white   male
## 3947     notmarried   highskill         tenant              white   male
## 3948        divorce       other         tenant              black female
## 3949        married   highskill        husband              white   male
## 3950        divorce       other     single_occ              white female
## 3951        divorce       other     single_occ              white female
## 3952     notmarried   highskill         tenant              white   male
## 3953        married   highskill        husband              white   male
## 3954        married    midskill        husband              black   male
## 3955        married   highskill        husband              white   male
## 3956     notmarried    midskill       relative              white female
## 3957        divorce   highskill         tenant              white female
## 3958        divorce   highskill         tenant              white female
## 3959        married    midskill        husband              black   male
## 3960        married    midskill        husband              white   male
## 3961        divorce   highskill     single_occ              white   male
## 3962        married    midskill        husband              white   male
## 3963        married    midskill        husband              white   male
## 3964        widowed       other         tenant              white female
## 3965        married   highskill        husband              white   male
## 3966        married    midskill           wife              white female
## 3967        married   highskill           wife              white female
## 3968        married    midskill        husband              white   male
## 3969        married    midskill        husband              white   male
## 3970        divorce       other         tenant              white   male
## 3971     notmarried    clerical         tenant              white   male
## 3972        divorce    lowskill         tenant              white   male
## 3973     notmarried    lowskill       depchild              white   male
## 3974     notmarried    clerical       depchild              black female
## 3975        divorce    clerical         tenant              white female
## 3976     notmarried   highskill         tenant              white female
## 3977        married agriculture        husband              white   male
## 3978     notmarried    clerical       depchild              white   male
## 3979        married   highskill        husband              white   male
## 3980        divorce   highskill         tenant              white   male
## 3981        married       other        husband              black   male
## 3982     notmarried    midskill         tenant              white   male
## 3983        divorce   highskill     single_occ              white female
## 3984        married   highskill        husband              white   male
## 3985        divorce    lowskill         tenant              black   male
## 3986     notmarried    lowskill       depchild              black   male
## 3987        divorce    clerical         tenant              white female
## 3988        married    lowskill        husband Asian_Pac_Islander   male
## 3989        married    midskill        husband              white   male
## 3990     notmarried   highskill       depchild              white   male
## 3991        widowed       other         tenant              white female
## 3992     notmarried    clerical       depchild              white   male
## 3993        divorce    midskill       relative              white   male
## 3994        married   highskill       depchild Asian_Pac_Islander female
## 3995        divorce   highskill         tenant              white female
## 3996     notmarried    clerical     single_occ              white female
## 3997     notmarried    lowskill         tenant              black female
## 3998        married    midskill        husband              white   male
## 3999        married    midskill        husband              white   male
## 4000        married    midskill        husband              white   male
## 4001        married   highskill        husband              white   male
## 4002     notmarried    midskill       depchild              white   male
## 4003     notmarried   highskill       depchild              white female
## 4004     notmarried       other         tenant              white   male
## 4005     notmarried   highskill         tenant              white female
## 4006        married    midskill        husband              white   male
## 4007     notmarried   highskill         tenant Asian_Pac_Islander   male
## 4008        divorce    lowskill         tenant              white female
## 4009        married    lowskill        husband              white   male
## 4010        divorce   highskill         tenant              white female
## 4011     notmarried    clerical       depchild              white female
## 4012     notmarried   highskill         tenant              white female
## 4013        married    lowskill        husband              white   male
## 4014     notmarried    clerical       depchild              white female
## 4015     notmarried   highskill       depchild              white   male
## 4016        married   highskill        husband              white   male
## 4017        divorce    midskill       depchild              white   male
## 4018        married       other        husband              white   male
## 4019        married       other        husband              white   male
## 4020     notmarried   highskill         tenant              white   male
## 4021        divorce    clerical     single_occ              white female
## 4022     notmarried       other       depchild              white female
## 4023        divorce   highskill       depchild              white female
## 4024     notmarried    clerical       relative              white female
## 4025        married   highskill        husband              white   male
## 4026        married    midskill        husband              white   male
## 4027     notmarried   highskill         tenant              black   male
## 4028        married agriculture        husband              white   male
## 4029        divorce    lowskill         tenant              white female
## 4030        married   highskill        husband              white   male
## 4031     notmarried   highskill         tenant              white   male
## 4032        married   highskill        husband              white   male
## 4033        married    midskill        husband              white   male
## 4034     notmarried    lowskill         tenant              black   male
## 4035     notmarried    midskill         tenant              white   male
## 4036        divorce   highskill     single_occ              white   male
## 4037     notmarried   highskill       depchild              white female
## 4038        divorce    lowskill         tenant              white female
## 4039        divorce    midskill       depchild              white   male
## 4040        divorce    midskill         tenant              white   male
## 4041     notmarried   highskill         tenant              white female
## 4042        divorce    clerical     single_occ              black female
## 4043        married    lowskill           wife              white female
## 4044        divorce    lowskill         tenant              white female
## 4045     notmarried   highskill       depchild              white female
## 4046        married    midskill        husband              white   male
## 4047     notmarried    midskill       relative              black   male
## 4048        widowed    lowskill     single_occ              white female
## 4049        married    midskill        husband              white   male
## 4050        divorce    midskill         tenant             native   male
## 4051        married   highskill        husband              white   male
## 4052     notmarried   highskill         tenant              black   male
## 4053        divorce    midskill         tenant              white   male
## 4054        married    midskill        husband              white   male
## 4055        married   highskill        husband              white   male
## 4056        married   highskill        husband Asian_Pac_Islander   male
## 4057        married    lowskill        husband              white   male
## 4058     notmarried    clerical     single_occ              black female
## 4059        married    midskill        husband              white   male
## 4060     notmarried    clerical       depchild Asian_Pac_Islander female
## 4061        married   highskill        husband              white   male
## 4062        divorce   highskill       depchild              white   male
## 4063     notmarried   highskill       depchild              white female
## 4064        divorce    clerical         tenant              white female
## 4065        divorce   highskill         tenant              white   male
## 4066        married   highskill        husband              white   male
## 4067        married    lowskill           wife Asian_Pac_Islander female
## 4068        divorce    lowskill         tenant              white female
## 4069     notmarried   highskill       depchild              white   male
## 4070     notmarried    lowskill     single_occ              white female
## 4071     notmarried    lowskill       depchild              white   male
## 4072        divorce    clerical     single_occ              white female
## 4073     notmarried       other     single_occ              black female
## 4074        divorce   highskill     single_occ              white female
## 4075     notmarried    clerical         tenant              white female
## 4076        married   highskill        husband              white   male
## 4077     notmarried    midskill       depchild              black female
## 4078        married   highskill        husband              white   male
## 4079     notmarried   highskill       depchild              white   male
## 4080        married   highskill        husband              white   male
## 4081     notmarried       other       depchild              white   male
## 4082     notmarried    lowskill       depchild              white female
## 4083        married    midskill        husband              white   male
## 4084        divorce    lowskill       depchild              white female
## 4085        divorce    midskill     single_occ              white female
## 4086        divorce    lowskill       relative              white female
## 4087        married       other        husband              white   male
## 4088        married   highskill        husband              white   male
## 4089        married   highskill        husband              white   male
## 4090     notmarried    clerical       depchild              white   male
## 4091     notmarried       other       depchild              white female
## 4092        divorce    midskill         tenant              white   male
## 4093     notmarried   highskill       depchild              white   male
## 4094        married   highskill        husband              white   male
## 4095        married    midskill        husband              white   male
## 4096        married   highskill        husband              white   male
## 4097        married    lowskill        husband              white   male
## 4098        married   highskill        husband              white   male
## 4099     notmarried    lowskill       depchild              white   male
## 4100        married    midskill        husband              white   male
## 4101     notmarried    midskill     single_occ              white   male
## 4102        married    lowskill        husband              white   male
## 4103        married    midskill        husband              black   male
## 4104     notmarried    lowskill         tenant              white   male
## 4105        married   highskill        husband              white   male
## 4106        divorce    lowskill         tenant              white   male
## 4107     notmarried   highskill         tenant              white female
## 4108        married    lowskill         tenant              white   male
## 4109     notmarried   highskill         tenant Asian_Pac_Islander   male
## 4110        widowed       other       relative              white female
## 4111     notmarried    clerical         tenant              white female
## 4112        divorce    midskill         tenant              white   male
## 4113        divorce   highskill     single_occ             native female
## 4114     notmarried    lowskill         tenant              white female
## 4115     notmarried    clerical         tenant              white female
## 4116        married   highskill        husband              white   male
## 4117        married    midskill        husband              white   male
## 4118     notmarried   highskill       depchild              white   male
## 4119     notmarried   highskill         tenant              white   male
## 4120        married    midskill        husband              white   male
## 4121        divorce    clerical         tenant              white female
## 4122        married    clerical        husband              white   male
## 4123        married    midskill        husband              white   male
## 4124        divorce    lowskill       depchild              white female
## 4125     notmarried   highskill         tenant              white   male
## 4126        married    midskill        husband              white   male
## 4127        married   highskill        husband              black   male
## 4128        married   highskill        husband              white   male
## 4129     notmarried   highskill       depchild              white female
## 4130     notmarried    lowskill         tenant              white female
## 4131     notmarried    midskill     single_occ              white   male
## 4132        married   highskill        husband              white   male
## 4133        married agriculture        husband              white   male
## 4134        married    midskill        husband              white   male
## 4135        divorce    clerical     single_occ              white female
## 4136     notmarried    clerical     single_occ              black female
## 4137        married   highskill        husband              white   male
## 4138        married    midskill        husband              white   male
## 4139     notmarried    clerical       depchild              white female
## 4140     notmarried    lowskill       depchild              white   male
## 4141        married   highskill        husband              white   male
## 4142        divorce    midskill         tenant              white   male
## 4143     notmarried    clerical         tenant              white female
## 4144        married   highskill        husband              white   male
## 4145        divorce    midskill     single_occ              white female
## 4146        married   highskill           wife              white female
## 4147        married    midskill        husband              white   male
## 4148        married       other        husband              white   male
## 4149        married agriculture        husband              white   male
## 4150     notmarried    lowskill       depchild              white   male
## 4151        divorce    clerical         tenant              white   male
## 4152        divorce   highskill     single_occ              white female
## 4153     notmarried       other       depchild              white   male
## 4154     notmarried   highskill         tenant              white   male
## 4155        married   highskill        husband              white   male
## 4156     notmarried       other       relative              black   male
## 4157     notmarried    clerical       depchild              white female
## 4158        divorce    lowskill         tenant              white   male
## 4159        divorce    lowskill     single_occ              white female
## 4160        married   highskill        husband              black   male
## 4161        married    midskill       depchild              white   male
## 4162        married    midskill        husband              white   male
## 4163        married    midskill        husband              white   male
## 4164        married   highskill     single_occ              white   male
## 4165        married    lowskill           wife              white female
## 4166        married   highskill           wife              white female
## 4167     notmarried    lowskill       depchild              white female
## 4168        married   highskill        husband              white   male
## 4169     notmarried    lowskill         tenant Asian_Pac_Islander female
## 4170        married       other           wife             native female
## 4171        married   highskill        husband              white   male
## 4172        divorce    lowskill     single_occ              white female
## 4173        married   highskill        husband              white   male
## 4174     notmarried agriculture       depchild              white female
## 4175     notmarried       other       depchild              white female
## 4176        divorce    lowskill         tenant              white   male
## 4177        married    midskill        husband              white   male
## 4178        married   highskill        husband              white   male
## 4179        married    clerical        husband              white   male
## 4180     notmarried   highskill         tenant              white female
## 4181     notmarried    midskill       depchild              black   male
## 4182        widowed    lowskill         tenant              white female
## 4183        married   highskill        husband              white   male
## 4184     notmarried    midskill         tenant              white   male
## 4185     notmarried   highskill       depchild              white   male
## 4186        married    clerical        husband              white   male
## 4187        married    midskill        husband              white   male
## 4188        divorce    midskill     single_occ              white female
## 4189        married    midskill        husband              white   male
## 4190        married   highskill        husband              white   male
## 4191     notmarried    midskill         tenant              black   male
## 4192     notmarried    midskill         tenant              black female
## 4193        married    midskill        husband              white   male
## 4194     notmarried   highskill       depchild              white   male
## 4195     notmarried    midskill       depchild              white   male
## 4196     notmarried    midskill         tenant              white   male
## 4197        married   highskill        husband              white   male
## 4198        married   highskill        husband Asian_Pac_Islander   male
## 4199        married    midskill           wife              white female
## 4200     notmarried    lowskill         tenant              white female
## 4201     notmarried       other       depchild              white   male
## 4202        married    midskill        husband              white   male
## 4203        divorce   highskill         tenant              white female
## 4204        divorce   highskill         tenant              white   male
## 4205     notmarried agriculture         tenant              white   male
## 4206     notmarried    lowskill       depchild              white female
## 4207        widowed    midskill         tenant              white female
## 4208        divorce   highskill         tenant              white female
## 4209     notmarried   highskill         tenant              white female
## 4210     notmarried   highskill       depchild              white female
## 4211        married   highskill        husband              white   male
## 4212        married agriculture        husband              white   male
## 4213     notmarried       other         tenant              white female
## 4214     notmarried    midskill       depchild              white   male
## 4215        divorce    midskill         tenant              white   male
## 4216     notmarried       other         tenant              white female
## 4217     notmarried   highskill       relative              black   male
## 4218     notmarried       other       depchild              white female
## 4219     notmarried   highskill         tenant              white   male
## 4220     notmarried   highskill         tenant              white female
## 4221     notmarried    clerical         tenant              white female
## 4222        divorce   highskill     single_occ              white female
## 4223        divorce    midskill         tenant              white   male
## 4224     notmarried    midskill       depchild              white   male
## 4225     notmarried    lowskill       depchild              white female
## 4226        divorce    clerical         tenant              white   male
## 4227        divorce    lowskill     single_occ              white female
## 4228     notmarried    lowskill         tenant              black   male
## 4229        divorce    clerical     single_occ              black female
## 4230        married    midskill           wife              white female
## 4231        married    midskill        husband              white   male
## 4232        divorce   highskill     single_occ              white   male
## 4233        married   highskill        husband              white   male
## 4234     notmarried   highskill         tenant              white female
## 4235        widowed   highskill     single_occ              white female
## 4236     notmarried   highskill         tenant              white   male
## 4237        married   highskill        husband              white   male
## 4238     notmarried    midskill       depchild              black   male
## 4239        married   highskill        husband              white   male
## 4240        divorce   highskill     single_occ              white female
## 4241     notmarried       other         tenant              white   male
## 4242     notmarried   highskill         tenant              white   male
## 4243        divorce    midskill       depchild              white   male
## 4244     notmarried    midskill         tenant              white   male
## 4245        married   highskill        husband              white   male
## 4246     notmarried    midskill         tenant              black   male
## 4247        married   highskill           wife              white female
## 4248     notmarried    lowskill       depchild              white   male
## 4249     notmarried    lowskill         tenant              black female
## 4250        married   highskill        husband              white   male
## 4251     notmarried    midskill       depchild              white   male
## 4252        divorce   highskill         tenant              white female
## 4253        married    midskill         tenant              white   male
## 4254        divorce    clerical     single_occ              black female
## 4255     notmarried    lowskill         tenant              white   male
## 4256        married   highskill        husband              white   male
## 4257        married    clerical       relative              white female
## 4258        married    midskill        husband              white   male
## 4259        married    midskill        husband              white   male
## 4260     notmarried    lowskill         tenant              white   male
## 4261        divorce   highskill         tenant              white   male
## 4262     notmarried    lowskill         tenant              white   male
## 4263     notmarried    clerical       depchild Asian_Pac_Islander female
## 4264        married agriculture           wife              white female
## 4265        married   highskill        husband              white   male
## 4266        married   highskill        husband              white   male
## 4267        married   highskill        husband              white   male
## 4268        married    midskill        husband              white   male
## 4269     notmarried    midskill         tenant              white   male
## 4270     notmarried    lowskill       relative              white   male
## 4271        divorce    clerical         tenant              white female
## 4272        married   highskill        husband              white   male
## 4273     notmarried       other       depchild              white   male
## 4274        widowed    lowskill     single_occ              white female
## 4275        divorce   highskill         tenant              white female
## 4276        married    lowskill        husband              white   male
## 4277     notmarried   highskill         tenant              white female
## 4278     notmarried   highskill       depchild              white   male
## 4279        divorce    clerical     single_occ              white   male
## 4280        divorce   highskill     single_occ              white female
## 4281        married    lowskill        husband              white   male
## 4282        widowed    lowskill     single_occ              white female
## 4283        married   highskill           wife              black female
## 4284        married    lowskill        husband              white   male
## 4285     notmarried    midskill       depchild              white female
## 4286        married    midskill        husband              white   male
## 4287     notmarried    clerical       relative              black female
## 4288        married    midskill        husband             native   male
## 4289        divorce       other         tenant              white female
## 4290     notmarried   highskill         tenant              white   male
## 4291        married    midskill        husband              white   male
## 4292        married    midskill        husband              white   male
## 4293     notmarried   highskill     single_occ              white female
## 4294        divorce   highskill         tenant              white   male
## 4295     notmarried   highskill         tenant              white female
## 4296        married   highskill        husband              black   male
## 4297     notmarried    lowskill       depchild              white   male
## 4298        married   highskill        husband              white   male
## 4299     notmarried    lowskill         tenant              white female
## 4300     notmarried       other       depchild              white female
## 4301     notmarried   highskill         tenant              white female
## 4302     notmarried agriculture     single_occ              white   male
## 4303        married    lowskill        husband              white   male
## 4304        married    midskill        husband Asian_Pac_Islander   male
## 4305        married    midskill        husband              white   male
## 4306     notmarried    clerical       depchild              white   male
## 4307        married   highskill        husband              white   male
## 4308        married    midskill        husband              white   male
## 4309        married agriculture        husband              white   male
## 4310        widowed       other         tenant              white female
## 4311     notmarried   highskill       depchild              white female
## 4312        married   highskill        husband              white   male
## 4313        married   highskill        husband              white   male
## 4314     notmarried    midskill       depchild              white   male
## 4315        divorce   highskill         tenant              white female
## 4316        married       other        husband              white   male
## 4317        widowed    midskill         tenant              white female
## 4318        divorce    clerical     single_occ              black   male
## 4319     notmarried    clerical         tenant              white female
## 4320        married   highskill        husband              white   male
## 4321     notmarried    midskill       depchild              white   male
## 4322        married    clerical        husband              white   male
## 4323        divorce   highskill         tenant              white   male
## 4324     notmarried    midskill         tenant              white   male
## 4325        divorce   highskill       depchild              white female
## 4326     notmarried    midskill         tenant              white   male
## 4327        married    midskill        husband              white   male
## 4328        married   highskill        husband              white   male
## 4329     notmarried    lowskill       depchild              white   male
## 4330        divorce   highskill         tenant              white   male
## 4331        married   highskill        husband              white   male
## 4332        married   highskill        husband              white   male
## 4333        married   highskill        husband              white   male
## 4334     notmarried   highskill         tenant              white   male
## 4335        married   highskill        husband              white   male
## 4336        married   highskill        husband              white   male
## 4337     notmarried    lowskill     single_occ              black female
## 4338     notmarried       other       depchild Asian_Pac_Islander   male
## 4339        married   highskill        husband              white   male
## 4340        married   highskill        husband              white   male
## 4341        married    clerical       depchild              white female
## 4342        married    midskill        husband              white   male
## 4343     notmarried   highskill       depchild              white female
## 4344        married   highskill        husband              white   male
## 4345        married    midskill        husband              white   male
## 4346        married   highskill        husband              white   male
## 4347     notmarried    clerical     single_occ              white female
## 4348     notmarried   highskill     single_occ              black female
## 4349        divorce    lowskill         tenant             native female
## 4350        married   highskill        husband              white   male
## 4351     notmarried    lowskill       depchild              white   male
## 4352        married    midskill        husband              white   male
## 4353        divorce    midskill         tenant              white   male
## 4354        married   highskill           wife              white female
## 4355        married   highskill        husband              white   male
## 4356        married    midskill        husband              white   male
## 4357        divorce   highskill     single_occ              white   male
## 4358     notmarried    midskill       depchild              white   male
## 4359     notmarried    clerical         tenant              white female
## 4360     notmarried   highskill         tenant              white female
## 4361     notmarried   highskill       depchild              white   male
## 4362        married    lowskill        husband              black   male
## 4363     notmarried    midskill         tenant              white female
## 4364        married    midskill        husband              white   male
## 4365     notmarried   highskill     single_occ              white female
## 4366        married   highskill        husband              white   male
## 4367        married   highskill        husband              white   male
## 4368        married    midskill        husband Asian_Pac_Islander   male
## 4369        married   highskill           wife              white female
## 4370     notmarried       other       depchild              white female
## 4371        married    midskill        husband              white   male
## 4372        married    midskill        husband              white   male
## 4373     notmarried   highskill       depchild              white female
## 4374     notmarried    clerical       depchild              white   male
## 4375        married   highskill        husband              white   male
## 4376     notmarried    midskill         tenant              white   male
## 4377        married   highskill        husband              white   male
## 4378        married   highskill        husband              white   male
## 4379        married    midskill           wife              white female
## 4380     notmarried   highskill       depchild              white   male
## 4381        married   highskill        husband              white   male
## 4382        married   highskill         tenant              black   male
## 4383        divorce    midskill         tenant              black female
## 4384     notmarried   highskill       relative              white female
## 4385        married    midskill        husband              white   male
## 4386        married    midskill        husband              white   male
## 4387        divorce    midskill         tenant              black   male
## 4388        divorce    clerical         tenant              white female
## 4389        married    midskill        husband              white   male
## 4390        married    midskill        husband              white   male
## 4391        married   highskill           wife              white female
## 4392     notmarried    midskill       relative              white   male
## 4393        married    lowskill        husband              white   male
## 4394     notmarried       other       depchild              white   male
## 4395     notmarried   highskill         tenant              white   male
## 4396     notmarried    lowskill       relative              white   male
## 4397     notmarried   highskill         tenant              white female
## 4398     notmarried   highskill         tenant              white female
## 4399     notmarried   highskill       depchild              white   male
## 4400     notmarried   highskill       depchild              white female
## 4401        divorce    lowskill     single_occ              white female
## 4402        married   highskill           wife              white female
## 4403     notmarried   highskill       depchild              white female
## 4404        married   highskill        husband Asian_Pac_Islander   male
## 4405        married    midskill        husband              white   male
## 4406        married   highskill        husband              white   male
## 4407     notmarried    clerical       depchild              white female
## 4408        married   highskill        husband              white   male
## 4409        married    clerical        husband              white   male
## 4410     notmarried       other       relative Asian_Pac_Islander female
## 4411        married    midskill        husband              white   male
## 4412        married   highskill        husband              white   male
## 4413        divorce    lowskill       depchild              white female
## 4414     notmarried       other       depchild              white female
## 4415     notmarried    clerical         tenant              white female
## 4416        divorce    midskill         tenant              white   male
## 4417     notmarried    clerical       depchild              white female
## 4418        married    clerical        husband              white   male
## 4419        widowed   highskill     single_occ              white female
## 4420     notmarried    lowskill       relative              white   male
## 4421        divorce    midskill     single_occ              black   male
## 4422        married   highskill        husband              white   male
## 4423        widowed       other         tenant              black female
## 4424        divorce    midskill     single_occ              black   male
## 4425        divorce   highskill     single_occ              white female
## 4426        married    midskill        husband              white   male
## 4427        married    midskill        husband             native   male
## 4428     notmarried    lowskill         tenant              white female
## 4429        married    clerical        husband              white   male
## 4430        married    lowskill        husband              white   male
## 4431        married    clerical           wife              black female
## 4432     notmarried    clerical         tenant              white female
## 4433        divorce   highskill         tenant              white   male
## 4434        married   highskill        husband              white   male
## 4435     notmarried   highskill         tenant              white   male
## 4436        divorce       other         tenant              white female
## 4437        married   highskill        husband              white   male
## 4438     notmarried       other         tenant              white female
## 4439        married   highskill        husband              white   male
## 4440     notmarried   highskill         tenant              white   male
## 4441        married   highskill        husband              white   male
## 4442        married   highskill        husband              black   male
## 4443     notmarried   highskill         tenant              white female
## 4444        married   highskill        husband              white   male
## 4445     notmarried    midskill       depchild              white   male
## 4446        married   highskill        husband              white   male
## 4447        divorce    lowskill         tenant              black female
## 4448     notmarried   highskill       depchild              white female
## 4449        divorce    clerical         tenant              white   male
## 4450        divorce    midskill         tenant              white   male
## 4451     notmarried   highskill         tenant              white   male
## 4452     notmarried    midskill         tenant              white female
## 4453     notmarried    clerical       depchild Asian_Pac_Islander female
## 4454        married    clerical           wife              white female
## 4455     notmarried   highskill       relative              white   male
## 4456        married    midskill        husband              white   male
## 4457        married   highskill        husband              white   male
## 4458        divorce   highskill       depchild              other   male
## 4459        divorce agriculture     single_occ              white   male
## 4460     notmarried   highskill         tenant              white   male
## 4461        divorce       other     single_occ              white female
## 4462     notmarried    lowskill       depchild              white   male
## 4463        married   highskill        husband              other   male
## 4464        widowed    clerical     single_occ              white female
## 4465     notmarried       other         tenant              white   male
## 4466        married   highskill        husband              white   male
## 4467        married   highskill           wife              white female
## 4468        married   highskill        husband              white   male
## 4469     notmarried    midskill       depchild              white female
## 4470     notmarried   highskill       depchild              white   male
## 4471        married    midskill        husband              black   male
## 4472        married    clerical        husband              white   male
## 4473        married    clerical           wife              white female
## 4474        married    midskill        husband              white   male
## 4475        married   highskill        husband              white   male
## 4476        married   highskill        husband              white   male
## 4477     notmarried    midskill         tenant              white   male
## 4478        married    lowskill        husband              white   male
## 4479        divorce   highskill     single_occ              white female
## 4480     notmarried   highskill         tenant              white   male
## 4481        married   highskill        husband Asian_Pac_Islander   male
## 4482     notmarried   highskill         tenant              white   male
## 4483     notmarried   highskill     single_occ              black female
## 4484     notmarried   highskill         tenant              white   male
## 4485        widowed    clerical     single_occ              white female
## 4486        married    clerical     single_occ              white female
## 4487        married    midskill        husband              black   male
## 4488     notmarried    lowskill       depchild              white   male
## 4489     notmarried   highskill         tenant              white female
## 4490        divorce    lowskill         tenant              white   male
## 4491     notmarried   highskill         tenant              white   male
## 4492        married   highskill        husband              white   male
## 4493        married   highskill           wife              white female
## 4494        divorce   highskill       depchild              white female
## 4495        married    midskill        husband              white   male
## 4496        married   highskill        husband              white   male
## 4497        married agriculture        husband              white   male
## 4498        married    midskill        husband              white   male
## 4499        divorce    lowskill     single_occ              black female
## 4500     notmarried       other       depchild              white   male
## 4501        divorce       other         tenant              white female
## 4502     notmarried    lowskill         tenant              black   male
## 4503        married   highskill        husband              white   male
## 4504     notmarried   highskill         tenant              white female
## 4505        divorce   highskill     single_occ              white female
## 4506     notmarried    midskill         tenant              black   male
## 4507     notmarried    lowskill       depchild              white   male
## 4508        married    midskill        husband              white   male
## 4509     notmarried    lowskill         tenant              black   male
## 4510     notmarried    midskill       depchild              white female
## 4511        divorce    lowskill     single_occ              white female
## 4512     notmarried   highskill         tenant              white   male
## 4513        married    midskill       relative Asian_Pac_Islander   male
## 4514     notmarried    lowskill       depchild              white   male
## 4515        divorce   highskill       relative              white female
## 4516     notmarried    clerical       depchild              white   male
## 4517     notmarried    clerical         tenant              white female
## 4518        married   highskill        husband              white   male
## 4519        married    midskill        husband              white   male
## 4520     notmarried       other         tenant              white   male
## 4521        married    lowskill        husband              white   male
## 4522        married    lowskill        husband              black   male
## 4523     notmarried    clerical         tenant              white female
## 4524        married   highskill        husband Asian_Pac_Islander   male
## 4525        married    midskill        husband              white   male
## 4526     notmarried   highskill         tenant              white female
## 4527        married    midskill           wife              black female
## 4528     notmarried    lowskill         tenant              white   male
## 4529        divorce    lowskill     single_occ              white female
## 4530        married    clerical        husband              white   male
## 4531        divorce   highskill         tenant              white female
## 4532     notmarried       other       depchild              white   male
## 4533        divorce    lowskill       depchild Asian_Pac_Islander female
## 4534     notmarried    midskill       depchild              white   male
## 4535     notmarried    lowskill       depchild              white female
## 4536        married   highskill        husband              white   male
## 4537     notmarried   highskill         tenant              black female
## 4538        married   highskill        husband              white   male
## 4539     notmarried   highskill       depchild Asian_Pac_Islander female
## 4540        married   highskill        husband              white   male
## 4541        married    clerical           wife              white female
## 4542        divorce    clerical       relative              white female
## 4543        married agriculture        husband              white   male
## 4544        married agriculture        husband              white   male
## 4545     notmarried    midskill         tenant              white   male
## 4546        married   highskill           wife              black female
## 4547        married   highskill        husband              white   male
## 4548        married    midskill        husband              white   male
## 4549        divorce       other         tenant              white   male
## 4550        married   highskill        husband              white   male
## 4551        married    midskill        husband              white   male
## 4552     notmarried   highskill         tenant              white   male
## 4553        married    midskill        husband              black   male
## 4554     notmarried       other       depchild              black   male
## 4555     notmarried    lowskill       depchild              white   male
## 4556        married    lowskill        husband              white   male
## 4557     notmarried    clerical     single_occ              white female
## 4558     notmarried   highskill         tenant              white female
## 4559        married    midskill        husband              white   male
## 4560        married   highskill        husband              white   male
## 4561     notmarried    midskill         tenant              white   male
## 4562        married    lowskill        husband              white   male
## 4563     notmarried    lowskill     single_occ              white female
## 4564     notmarried   highskill         tenant              white   male
## 4565        divorce    clerical         tenant              white female
## 4566        married    midskill        husband              white   male
## 4567        married   highskill        husband              white   male
## 4568        married   highskill        husband              white   male
## 4569     notmarried   highskill       depchild              white   male
## 4570        divorce    clerical     single_occ              white female
## 4571        widowed    clerical         tenant              white female
## 4572        married   highskill        husband              white   male
## 4573     notmarried    lowskill         tenant              white   male
## 4574     notmarried    clerical     single_occ              black female
## 4575     notmarried agriculture         tenant              white   male
## 4576        married   highskill           wife              black female
## 4577        married    midskill           wife              black female
## 4578        married   highskill        husband              white   male
## 4579        divorce    lowskill         tenant              white female
## 4580        divorce   highskill     single_occ              white female
## 4581     notmarried    lowskill       depchild              white   male
## 4582        divorce    midskill     single_occ              white   male
## 4583     notmarried    clerical         tenant              white female
## 4584        divorce   highskill     single_occ Asian_Pac_Islander female
## 4585        married   highskill        husband              white   male
## 4586     notmarried    lowskill         tenant              white   male
## 4587     notmarried    clerical         tenant              white female
## 4588        divorce    clerical         tenant              white female
## 4589        married    lowskill           wife              white female
## 4590     notmarried    midskill         tenant              white female
## 4591        married   highskill        husband              white   male
## 4592        divorce    midskill       depchild              white   male
## 4593        married       other           wife              white female
## 4594        married   highskill        husband              white   male
## 4595     notmarried    lowskill       depchild              white   male
## 4596        married   highskill        husband              black   male
## 4597     notmarried    midskill         tenant Asian_Pac_Islander   male
## 4598        married   highskill        husband              white   male
## 4599        married   highskill         tenant Asian_Pac_Islander female
## 4600        married    midskill        husband              white   male
## 4601        married    midskill        husband              white   male
## 4602        divorce    lowskill     single_occ              black female
## 4603        divorce    midskill     single_occ              black female
## 4604        married    midskill        husband              white   male
## 4605        divorce    clerical     single_occ              white female
## 4606     notmarried   highskill       depchild              white female
## 4607        married       other           wife              white female
## 4608     notmarried       other     single_occ              white female
## 4609        divorce   highskill         tenant              white female
## 4610        married    lowskill           wife              white female
## 4611        married    midskill        husband Asian_Pac_Islander   male
## 4612        married   highskill        husband             native   male
## 4613        married   highskill        husband              white   male
## 4614        married       other        husband              black   male
## 4615        married agriculture        husband              white   male
## 4616     notmarried    midskill       depchild              black   male
## 4617        divorce    clerical         tenant              white female
## 4618     notmarried   highskill       relative Asian_Pac_Islander   male
## 4619        married   highskill        husband              white   male
## 4620        divorce   highskill       relative              white   male
## 4621     notmarried   highskill         tenant              white   male
## 4622     notmarried       other       depchild              white   male
## 4623        married   highskill        husband              white   male
## 4624     notmarried    lowskill       depchild              white female
## 4625     notmarried   highskill     single_occ              white female
## 4626        married   highskill        husband Asian_Pac_Islander   male
## 4627        divorce    lowskill       depchild              white   male
## 4628        married       other        husband              white   male
## 4629     notmarried    midskill         tenant              white   male
## 4630        married    clerical           wife              white female
## 4631        married    midskill        husband              white   male
## 4632     notmarried    clerical       depchild              white   male
## 4633        married    midskill        husband              white   male
## 4634        married    lowskill     single_occ              white female
## 4635        married   highskill        husband              black   male
## 4636     notmarried   highskill       depchild              white   male
## 4637        married    midskill        husband              white   male
## 4638        married    midskill        husband              white   male
## 4639        divorce    lowskill         tenant              black female
## 4640     notmarried   highskill         tenant              black   male
## 4641     notmarried    midskill       depchild              white   male
## 4642        married   highskill        husband              white   male
## 4643     notmarried    lowskill       relative              white   male
## 4644        widowed    lowskill     single_occ              black female
## 4645        married    lowskill        husband              white   male
## 4646        married    clerical        husband              black   male
## 4647        married    midskill        husband              white   male
## 4648     notmarried    lowskill         tenant              black   male
## 4649     notmarried   highskill         tenant              white female
## 4650        divorce   highskill     single_occ              black female
## 4651     notmarried   highskill       depchild Asian_Pac_Islander female
## 4652        married   highskill        husband              white   male
## 4653        divorce   highskill     single_occ              white female
## 4654        married    midskill        husband              white   male
## 4655        married    lowskill        husband              white   male
## 4656     notmarried       other         tenant              white female
## 4657        married   highskill           wife              black female
## 4658        married   highskill        husband              white   male
## 4659     notmarried    lowskill       depchild              white female
## 4660        married    midskill        husband              white   male
## 4661     notmarried    lowskill         tenant              white   male
## 4662        married   highskill        husband              white   male
## 4663        married   highskill        husband              white   male
## 4664        married    midskill           wife              white female
## 4665     notmarried    lowskill       depchild              black   male
## 4666        divorce    lowskill     single_occ              white female
## 4667        married   highskill        husband             native   male
## 4668     notmarried agriculture       depchild              white   male
## 4669        married   highskill        husband              white   male
## 4670        married   highskill        husband              white   male
## 4671        married    midskill        husband              white   male
## 4672        married   highskill        husband              white   male
## 4673     notmarried   highskill         tenant              white female
## 4674        married    midskill        husband              white   male
## 4675        married   highskill        husband              white   male
## 4676        married   highskill        husband              white   male
## 4677     notmarried   highskill       depchild              white   male
## 4678        married    midskill        husband              white   male
## 4679     notmarried   highskill         tenant              black female
## 4680     notmarried   highskill       relative              white female
## 4681        married   highskill        husband              white   male
## 4682        married   highskill        husband              white   male
## 4683        married   highskill        husband              white   male
## 4684     notmarried    midskill         tenant              black   male
## 4685     notmarried    clerical         tenant              white female
## 4686        married       other           wife              white female
## 4687     notmarried   highskill       depchild              white   male
## 4688        divorce    midskill     single_occ              black female
## 4689     notmarried       other       depchild              white female
## 4690        married    midskill        husband              white   male
## 4691     notmarried   highskill       depchild              black   male
## 4692        married    clerical        husband              white   male
## 4693        divorce   highskill         tenant              white female
## 4694     notmarried   highskill       depchild              white   male
## 4695        married    midskill        husband              white   male
## 4696        married    lowskill        husband              white   male
## 4697        married   highskill        husband              white   male
## 4698     notmarried    lowskill       relative              white   male
## 4699        married    midskill         tenant              white   male
## 4700        married    midskill        husband              white   male
## 4701     notmarried    midskill       relative              other   male
## 4702     notmarried    lowskill         tenant              white   male
## 4703     notmarried   highskill       depchild              white female
## 4704        divorce    lowskill         tenant              white   male
## 4705        married    midskill           wife              white female
## 4706        divorce    midskill     single_occ              white female
## 4707        married agriculture        husband              white   male
## 4708        married    midskill        husband              white   male
## 4709     notmarried    lowskill       depchild              white   male
## 4710        married   highskill        husband              white   male
## 4711        divorce    midskill         tenant              white   male
## 4712        married   highskill        husband              white   male
## 4713     notmarried    clerical       depchild              white female
## 4714        divorce    midskill     single_occ              white   male
## 4715     notmarried    lowskill       depchild              white female
## 4716     notmarried    clerical         tenant              white   male
## 4717     notmarried    lowskill     single_occ              black female
## 4718        married    midskill        husband              white   male
## 4719        widowed    lowskill     single_occ              other female
## 4720        divorce   highskill         tenant              white female
## 4721        widowed    lowskill         tenant              white female
## 4722        married       other        husband              white   male
## 4723     notmarried   highskill       depchild              white   male
## 4724        married    midskill        husband              white   male
## 4725        married   highskill        husband Asian_Pac_Islander   male
## 4726     notmarried    midskill       relative              white   male
## 4727        married    midskill        husband              white   male
## 4728        married   highskill        husband              white   male
## 4729     notmarried   highskill       depchild              white female
## 4730        widowed       other         tenant              white female
## 4731        divorce    lowskill     single_occ              white female
## 4732        divorce    midskill       relative              white   male
## 4733     notmarried agriculture     single_occ              other   male
## 4734     notmarried    clerical     single_occ              white   male
## 4735     notmarried    lowskill       relative              white female
## 4736     notmarried   highskill         tenant              white   male
## 4737        married   highskill        husband              white   male
## 4738     notmarried    midskill       depchild              white   male
## 4739     notmarried    midskill         tenant              black   male
## 4740     notmarried   highskill         tenant              white female
## 4741     notmarried   highskill         tenant              white   male
## 4742     notmarried   highskill         tenant              white female
## 4743        married   highskill        husband              white   male
## 4744        married   highskill        husband              white   male
## 4745     notmarried   highskill         tenant              white   male
## 4746        widowed       other     single_occ              white female
## 4747     notmarried   highskill         tenant              white   male
## 4748        married   highskill        husband              white   male
## 4749        divorce   highskill     single_occ              white   male
## 4750        divorce   highskill         tenant              black female
## 4751        married   highskill        husband              white   male
## 4752        married   highskill        husband              white   male
## 4753        married       other        husband              white   male
## 4754        married    midskill        husband              black   male
## 4755        divorce   highskill     single_occ              white female
## 4756        married       other        husband              white   male
## 4757        married    midskill        husband              white   male
## 4758        married    midskill        husband              white   male
## 4759     notmarried    midskill     single_occ              white   male
## 4760        widowed   highskill     single_occ              black female
## 4761        divorce   highskill         tenant              black female
## 4762        married   highskill        husband              white   male
## 4763     notmarried    clerical         tenant              white female
## 4764        divorce   highskill         tenant              white   male
## 4765        divorce   highskill         tenant              white   male
## 4766        married    midskill        husband              white   male
## 4767        married       other        husband              white   male
## 4768     notmarried   highskill       depchild              white female
## 4769        married   highskill        husband Asian_Pac_Islander   male
## 4770     notmarried    midskill         tenant              white female
## 4771     notmarried    lowskill       depchild              white female
## 4772        married    lowskill        husband              white   male
## 4773        divorce    lowskill       relative              white female
## 4774     notmarried agriculture       depchild              white   male
## 4775     notmarried   highskill         tenant              white female
## 4776     notmarried    midskill       depchild              white   male
## 4777        married   highskill        husband              white   male
## 4778     notmarried   highskill         tenant              white   male
## 4779        divorce       other       depchild              white   male
## 4780     notmarried   highskill       depchild Asian_Pac_Islander   male
## 4781        married   highskill        husband              white   male
## 4782        divorce    midskill       depchild              white   male
## 4783        married       other        husband              white   male
## 4784     notmarried    lowskill       depchild              white   male
## 4785        married   highskill        husband              white   male
## 4786     notmarried    midskill       relative Asian_Pac_Islander female
## 4787     notmarried    midskill       depchild Asian_Pac_Islander   male
## 4788        married    midskill        husband              white   male
## 4789        married   highskill        husband              white   male
## 4790        married    lowskill        husband              white   male
## 4791        married   highskill        husband              white   male
## 4792        divorce    clerical     single_occ              white female
## 4793        married    midskill        husband              white   male
## 4794        married    lowskill        husband              black   male
## 4795        married    midskill        husband              white   male
## 4796        married   highskill        husband              white   male
## 4797     notmarried    clerical       depchild              black female
## 4798        married   highskill        husband              white   male
## 4799     notmarried    midskill         tenant Asian_Pac_Islander   male
## 4800     notmarried    clerical         tenant              white   male
## 4801        married    midskill        husband              white   male
## 4802     notmarried       other         tenant              white   male
## 4803        married    midskill        husband              white   male
## 4804     notmarried    lowskill         tenant Asian_Pac_Islander female
## 4805        married agriculture        husband              white   male
## 4806     notmarried   highskill         tenant              white female
## 4807        divorce    midskill         tenant              white   male
## 4808        divorce   highskill     single_occ              white   male
## 4809        married    clerical        husband              white   male
## 4810     notmarried   highskill       depchild              white   male
## 4811        divorce   highskill         tenant              white   male
## 4812     notmarried   highskill         tenant              white female
## 4813        divorce       other         tenant              white female
## 4814        married    midskill        husband              white   male
## 4815     notmarried    clerical       depchild              white female
## 4816        married    clerical           wife              white female
## 4817        married   highskill        husband              white   male
## 4818     notmarried   highskill         tenant              white female
## 4819     notmarried       other       depchild              white female
## 4820        divorce    clerical     single_occ              white female
## 4821        married    midskill        husband              white   male
## 4822        divorce   highskill     single_occ              white female
## 4823     notmarried   highskill         tenant              black   male
## 4824        married    midskill        husband              white   male
## 4825        divorce    lowskill     single_occ              black   male
## 4826        married    clerical        husband              white   male
## 4827     notmarried    clerical     single_occ Asian_Pac_Islander female
## 4828        married    midskill        husband              white   male
## 4829        divorce    lowskill         tenant              white female
## 4830        divorce    lowskill     single_occ              white female
## 4831        married    midskill       relative              white   male
## 4832        widowed    clerical         tenant              white female
## 4833        married    midskill        husband              white   male
## 4834        married   highskill        husband              white   male
## 4835        divorce    clerical         tenant              white female
## 4836     notmarried       other     single_occ              black female
## 4837        divorce   highskill         tenant              white   male
## 4838     notmarried    clerical         tenant              white female
## 4839        married       other        husband              white   male
## 4840     notmarried   highskill     single_occ              black female
## 4841     notmarried    lowskill     single_occ              white   male
## 4842        divorce    clerical       relative              black female
## 4843        divorce   highskill         tenant              white female
## 4844        married    midskill        husband              white   male
## 4845     notmarried    lowskill     single_occ              white   male
## 4846        married    clerical        husband              white   male
## 4847        married    midskill        husband              white   male
## 4848        married   highskill        husband              white   male
## 4849        divorce   highskill         tenant              white female
## 4850        married agriculture        husband              white   male
## 4851        married    midskill        husband              white   male
## 4852        married   highskill        husband              white   male
## 4853        married   highskill        husband              white   male
## 4854     notmarried    lowskill       depchild              white   male
## 4855     notmarried   highskill         tenant Asian_Pac_Islander female
## 4856     notmarried    clerical       depchild              white female
## 4857     notmarried   highskill         tenant              white female
## 4858        married   highskill        husband              white   male
## 4859        married    midskill        husband              white   male
## 4860     notmarried agriculture       relative              white   male
## 4861        divorce   highskill     single_occ              black female
## 4862     notmarried    midskill       relative              white   male
## 4863        married    midskill        husband              white   male
## 4864        married   highskill        husband              white   male
## 4865     notmarried    midskill       depchild              black female
## 4866        married   highskill        husband              white   male
## 4867     notmarried    midskill       depchild              white   male
## 4868        married    midskill        husband              white   male
## 4869     notmarried   highskill       relative              white   male
## 4870        divorce    lowskill         tenant              white female
## 4871        married   highskill        husband              white   male
## 4872     notmarried    clerical       depchild              white female
## 4873        married   highskill        husband              white   male
## 4874        married   highskill        husband              white   male
## 4875        married    clerical           wife              white female
## 4876        married   highskill        husband              white   male
## 4877     notmarried   highskill       depchild              white   male
## 4878        divorce    clerical     single_occ              black female
## 4879        married   highskill           wife              white female
## 4880        divorce   highskill         tenant              black   male
## 4881     notmarried    midskill         tenant              white   male
## 4882     notmarried    midskill         tenant              white   male
## 4883        married    midskill        husband              white   male
## 4884     notmarried   highskill         tenant              white   male
## 4885     notmarried       other     single_occ              white female
## 4886        married   highskill        husband              white   male
## 4887        divorce   highskill     single_occ              white female
## 4888     notmarried    clerical     single_occ              black female
## 4889        married   highskill        husband              white   male
## 4890        married    midskill        husband              white   male
## 4891        married agriculture        husband              white   male
## 4892     notmarried    lowskill         tenant              white female
## 4893     notmarried    lowskill       depchild              white female
## 4894     notmarried   highskill         tenant              white female
## 4895        married   highskill        husband              white   male
## 4896     notmarried agriculture         tenant              white   male
## 4897     notmarried   highskill         tenant              white   male
## 4898        married   highskill        husband              white   male
## 4899        married   highskill        husband              white   male
## 4900     notmarried   highskill         tenant              white   male
## 4901        married    midskill        husband              white   male
## 4902     notmarried   highskill         tenant              white   male
## 4903        married    midskill        husband              white   male
## 4904        married    midskill        husband Asian_Pac_Islander   male
## 4905     notmarried    lowskill       depchild              white   male
## 4906        married   highskill           wife              white female
## 4907        widowed   highskill         tenant              white female
## 4908     notmarried    clerical         tenant              white female
## 4909        married    midskill        husband              white   male
## 4910        widowed   highskill     single_occ              white female
## 4911        married    midskill        husband              white   male
## 4912     notmarried    clerical       depchild              white female
## 4913     notmarried    clerical       depchild              black female
## 4914     notmarried    lowskill       relative              white female
## 4915        married    midskill        husband              white   male
## 4916     notmarried   highskill       depchild              white   male
## 4917        married    lowskill        husband              white   male
## 4918     notmarried   highskill         tenant              white female
## 4919        married   highskill        husband              white   male
## 4920     notmarried    clerical       relative Asian_Pac_Islander female
## 4921        married    clerical           wife              white female
## 4922        married   highskill        husband              white   male
## 4923     notmarried    clerical         tenant              white   male
## 4924        married   highskill        husband              white   male
## 4925        divorce   highskill     single_occ              white female
## 4926     notmarried       other         tenant              white   male
## 4927        divorce   highskill     single_occ              white female
## 4928        married    clerical       depchild              white female
## 4929        divorce   highskill         tenant              white   male
## 4930        divorce    midskill     single_occ              white   male
## 4931     notmarried    lowskill       depchild              white   male
## 4932     notmarried    lowskill       depchild              white female
## 4933        divorce    midskill       depchild              white   male
## 4934        divorce    lowskill     single_occ              black female
## 4935        married    lowskill        husband              white   male
## 4936        married    clerical        husband              black   male
## 4937        widowed    clerical         tenant              white female
## 4938     notmarried    clerical       depchild              white   male
## 4939        married    clerical           wife              white female
## 4940        married    clerical       depchild              white female
## 4941        married    midskill        husband              white   male
## 4942        married    midskill        husband              white   male
## 4943     notmarried       other       depchild              white female
## 4944        married   highskill        husband              white   male
## 4945        married   highskill        husband              white   male
## 4946        married   highskill        husband              white   male
## 4947     notmarried   highskill         tenant              white   male
## 4948        married    midskill        husband              white   male
## 4949        divorce   highskill         tenant             native female
## 4950        married   highskill        husband              white   male
## 4951        married   highskill        husband              white   male
## 4952        married   highskill        husband              white   male
## 4953        married   highskill        husband              white   male
## 4954        married    clerical        husband              white   male
## 4955        divorce   highskill         tenant              white female
## 4956        married    lowskill        husband              white   male
## 4957        widowed   highskill     single_occ              white   male
## 4958        divorce    lowskill       depchild              white female
## 4959     notmarried       other       depchild              white female
## 4960        widowed    clerical         tenant              white   male
## 4961     notmarried   highskill       depchild              white female
## 4962        married   highskill           wife              white female
## 4963     notmarried    midskill       depchild              other   male
## 4964     notmarried   highskill         tenant              white female
## 4965        married    midskill        husband              white   male
## 4966     notmarried   highskill         tenant              white   male
## 4967     notmarried    midskill       depchild              black   male
## 4968        married   highskill           wife              white female
## 4969     notmarried   highskill       relative              white   male
## 4970     notmarried   highskill       depchild              white   male
## 4971        married       other        husband              white   male
## 4972        married    midskill        husband              white   male
## 4973        married   highskill        husband Asian_Pac_Islander   male
## 4974        married agriculture        husband              white   male
## 4975        married   highskill        husband              white   male
## 4976        married    clerical        husband              white   male
## 4977        married    midskill        husband              white   male
## 4978        married    midskill        husband              white   male
## 4979        divorce   highskill         tenant              white   male
## 4980        married    lowskill         tenant              white   male
## 4981        divorce       other       depchild              black   male
## 4982     notmarried    clerical         tenant              white   male
## 4983     notmarried       other       depchild              white   male
## 4984        married   highskill        husband              white   male
## 4985     notmarried    midskill       depchild              black   male
## 4986     notmarried    lowskill     single_occ              black   male
## 4987     notmarried    lowskill       depchild              white female
## 4988        married   highskill        husband              white   male
## 4989        married   highskill        husband              white   male
## 4990        divorce   highskill     single_occ              black female
## 4991        divorce   highskill         tenant              white   male
## 4992        married    midskill        husband              white   male
## 4993        married    lowskill        husband              white   male
## 4994     notmarried   highskill         tenant              white   male
## 4995        married   highskill        husband              white   male
## 4996     notmarried    midskill     single_occ              white female
## 4997        married    midskill        husband              white   male
## 4998        married    midskill        husband              white   male
## 4999     notmarried    clerical         tenant              white   male
## 5000     notmarried   highskill         tenant              white female
## 5001        divorce   highskill         tenant              white   male
## 5002     notmarried   highskill       relative              white female
## 5003        married   highskill           wife              white female
## 5004     notmarried    midskill     single_occ              white female
## 5005        married    midskill        husband              black   male
## 5006        married   highskill        husband              white   male
## 5007     notmarried    lowskill         tenant              white   male
## 5008        married   highskill        husband              white   male
## 5009        married    midskill        husband              white   male
## 5010        married   highskill        husband              white   male
## 5011     notmarried   highskill         tenant              white female
## 5012     notmarried    midskill         tenant              white   male
## 5013     notmarried   highskill         tenant Asian_Pac_Islander   male
## 5014        married   highskill        husband              white   male
## 5015        divorce    midskill         tenant              white   male
## 5016        married    midskill        husband              black   male
## 5017        divorce   highskill     single_occ              white female
## 5018        divorce    clerical       depchild              black female
## 5019     notmarried   highskill         tenant              white   male
## 5020     notmarried    lowskill         tenant              white   male
## 5021     notmarried       other       depchild              white female
## 5022        married    midskill        husband              white   male
## 5023        married    midskill        husband             native   male
## 5024     notmarried    clerical         tenant              white female
## 5025        married    clerical        husband              white   male
## 5026        married   highskill        husband              white   male
## 5027        married   highskill        husband              white   male
## 5028        married   highskill           wife              black female
## 5029        married agriculture        husband              other   male
## 5030     notmarried   highskill       depchild              white female
## 5031     notmarried    lowskill       depchild              white   male
## 5032        married   highskill        husband              white   male
## 5033     notmarried    lowskill         tenant              white   male
## 5034        married   highskill        husband              white   male
## 5035        married agriculture        husband              white   male
## 5036        married    lowskill           wife              white female
## 5037        married    clerical           wife              black female
## 5038        married   highskill        husband              white   male
## 5039        married    midskill        husband              white   male
## 5040        married    midskill        husband              white   male
## 5041     notmarried   highskill         tenant              white female
## 5042        married    midskill        husband              white   male
## 5043        divorce    clerical         tenant              white female
## 5044        divorce   highskill         tenant              white female
## 5045        married   highskill        husband              white   male
## 5046        married   highskill        husband              white   male
## 5047        married    midskill        husband              white   male
## 5048     notmarried    midskill         tenant              white   male
## 5049        divorce agriculture         tenant              white   male
## 5050        married   highskill        husband              white   male
## 5051        married   highskill        husband              white   male
## 5052        married   highskill        husband              white   male
## 5053        divorce   highskill         tenant              white female
## 5054        married   highskill        husband              white   male
## 5055     notmarried    midskill       depchild              white   male
## 5056     notmarried    lowskill       depchild              white   male
## 5057        married    midskill        husband              white   male
## 5058        married    lowskill        husband              white   male
## 5059        married   highskill        husband              black   male
## 5060        divorce    clerical         tenant              white female
## 5061        married    midskill        husband              white   male
## 5062     notmarried    midskill       depchild              white   male
## 5063        married    midskill        husband              white   male
## 5064        married    midskill        husband              white   male
## 5065     notmarried       other       depchild              white female
## 5066        married    midskill         tenant              white   male
## 5067        married   highskill        husband              white   male
## 5068        married    lowskill       depchild              white   male
## 5069     notmarried    midskill         tenant              white   male
## 5070     notmarried   highskill         tenant              white female
## 5071     notmarried   highskill       depchild              white   male
## 5072        married agriculture        husband              white   male
## 5073        married   highskill        husband              white   male
## 5074        married   highskill        husband              white   male
## 5075        married   highskill        husband              white   male
## 5076        married   highskill           wife              white female
## 5077     notmarried    lowskill       depchild              black female
## 5078        divorce    lowskill         tenant              white female
## 5079        married    midskill        husband              white   male
## 5080        married    midskill        husband              white   male
## 5081        divorce   highskill     single_occ              black female
## 5082     notmarried    midskill       relative Asian_Pac_Islander   male
## 5083        divorce   highskill         tenant              white   male
## 5084     notmarried    clerical         tenant              black female
## 5085     notmarried   highskill         tenant              black female
## 5086        married agriculture        husband              white   male
## 5087        married    midskill        husband              white   male
## 5088     notmarried    midskill       depchild              white   male
## 5089        married    midskill        husband              white   male
## 5090        married   highskill        husband              white   male
## 5091     notmarried    lowskill       depchild              white   male
## 5092        divorce   highskill     single_occ              white female
## 5093        divorce    midskill       depchild              white   male
## 5094        married    midskill        husband              white   male
## 5095        divorce    midskill         tenant              white female
## 5096        married    clerical           wife              white female
## 5097        widowed    lowskill     single_occ              black female
## 5098        married   highskill        husband              white   male
## 5099        married   highskill        husband              white   male
## 5100        married   highskill        husband              white   male
## 5101        married agriculture        husband              white   male
## 5102        married   highskill        husband              white   male
## 5103        married    lowskill        husband              white   male
## 5104        married   highskill        husband              white   male
## 5105     notmarried    lowskill         tenant Asian_Pac_Islander   male
## 5106        married    midskill         tenant              white   male
## 5107        married   highskill        husband              white   male
## 5108     notmarried    midskill       depchild              white   male
## 5109        married   highskill        husband              white   male
## 5110        married    lowskill         tenant              white   male
## 5111     notmarried    midskill       depchild              white   male
## 5112     notmarried    lowskill     single_occ              black   male
## 5113        married    midskill        husband              white   male
## 5114        widowed    midskill     single_occ              white female
## 5115        married   highskill        husband              white   male
## 5116     notmarried   highskill       relative              black   male
## 5117        married    midskill        husband              white   male
## 5118     notmarried   highskill         tenant              white   male
## 5119        married   highskill        husband              other   male
## 5120        divorce    lowskill     single_occ              black female
## 5121        married   highskill        husband              white   male
## 5122        married    midskill        husband              white   male
## 5123     notmarried    lowskill         tenant              white   male
## 5124        married   highskill           wife              white female
## 5125     notmarried   highskill       depchild              white female
## 5126     notmarried   highskill         tenant              white   male
## 5127     notmarried    midskill       relative              white female
## 5128        widowed   highskill         tenant             native female
## 5129     notmarried   highskill       depchild              black female
## 5130        married   highskill        husband              white   male
## 5131        divorce    midskill         tenant              white   male
## 5132        married    clerical           wife              white female
## 5133     notmarried   highskill         tenant              white female
## 5134        widowed    midskill         tenant              white female
## 5135        married    lowskill        husband              white   male
## 5136        widowed    midskill     single_occ              white   male
## 5137     notmarried    lowskill       depchild              white   male
## 5138        married    clerical           wife              white female
## 5139     notmarried   highskill       depchild              white   male
## 5140        married    lowskill        husband              black   male
## 5141        married   highskill        husband              white   male
## 5142     notmarried    midskill       depchild              white   male
## 5143     notmarried    lowskill         tenant              black female
## 5144        divorce    clerical       relative              white female
## 5145        married   highskill        husband              white   male
## 5146        divorce   highskill     single_occ              white female
## 5147     notmarried   highskill         tenant              white   male
## 5148     notmarried       other       depchild              black   male
## 5149        married    midskill        husband              white   male
## 5150        married    midskill        husband              black   male
## 5151        married    midskill        husband              white   male
## 5152        divorce   highskill     single_occ              white female
## 5153     notmarried    clerical         tenant              white female
## 5154        divorce    clerical     single_occ              white female
## 5155        married    midskill        husband              white   male
## 5156        divorce agriculture     single_occ              white female
## 5157        widowed       other         tenant              white female
## 5158        married    clerical           wife              white female
## 5159        married   highskill        husband              white   male
## 5160        married    midskill        husband              white   male
## 5161        married   highskill           wife              white female
## 5162        married    clerical           wife              black female
## 5163        married    lowskill        husband              white   male
## 5164     notmarried   highskill       depchild              white   male
## 5165        married    midskill        husband              white   male
## 5166     notmarried   highskill         tenant              white   male
## 5167        married    clerical        husband              white   male
## 5168        married    lowskill        husband              white   male
## 5169        married agriculture        husband              white   male
## 5170        married agriculture        husband              white   male
## 5171        married    midskill        husband              white   male
## 5172     notmarried   highskill         tenant              white   male
## 5173        married       other           wife              white female
## 5174        married   highskill        husband              white   male
## 5175     notmarried   highskill       depchild              white   male
## 5176        married   highskill        husband              white   male
## 5177        married   highskill       depchild              white   male
## 5178        divorce    clerical         tenant              white female
## 5179        divorce    midskill         tenant              black female
## 5180        married   highskill           wife              white female
## 5181        divorce   highskill     single_occ              white female
## 5182     notmarried    midskill       depchild              white   male
## 5183        married    lowskill       depchild              white   male
## 5184        divorce   highskill         tenant              white   male
## 5185        married   highskill           wife              white female
## 5186     notmarried   highskill       depchild              white   male
## 5187        married   highskill        husband              white   male
## 5188        widowed   highskill         tenant              white female
## 5189     notmarried    midskill         tenant              black   male
## 5190        married    clerical           wife              black female
## 5191        married    midskill        husband              white   male
## 5192     notmarried    lowskill       depchild              white female
## 5193        married   highskill        husband              white   male
## 5194        widowed       other         tenant              white female
## 5195        married    midskill        husband              white   male
## 5196        divorce    clerical     single_occ              white female
## 5197        married   highskill        husband Asian_Pac_Islander   male
## 5198        married   highskill        husband              white   male
## 5199        married       other        husband              white   male
## 5200        divorce    clerical     single_occ              white female
## 5201     notmarried   highskill         tenant              white   male
## 5202        married   highskill        husband              white   male
## 5203        married   highskill        husband              white   male
## 5204     notmarried   highskill       depchild              white   male
## 5205     notmarried    midskill         tenant              white   male
## 5206     notmarried   highskill         tenant              white   male
## 5207     notmarried    lowskill         tenant              white   male
## 5208        divorce       other       relative              other female
## 5209     notmarried    lowskill     single_occ              black female
## 5210     notmarried       other       depchild              white female
## 5211     notmarried   highskill       relative              black female
## 5212        married    midskill        husband              white   male
## 5213     notmarried agriculture         tenant              white   male
## 5214     notmarried   highskill       relative              white female
## 5215        widowed       other         tenant             native female
## 5216        married   highskill        husband              white   male
## 5217     notmarried   highskill         tenant              white   male
## 5218     notmarried    midskill         tenant              white female
## 5219     notmarried   highskill         tenant              white   male
## 5220        married   highskill           wife Asian_Pac_Islander female
## 5221        married   highskill        husband              white   male
## 5222     notmarried    clerical       depchild              white   male
## 5223        married   highskill        husband              white   male
## 5224        divorce    clerical         tenant              white female
## 5225        married   highskill        husband              white   male
## 5226        married    midskill        husband              white   male
## 5227        married    midskill        husband              white   male
## 5228        married   highskill           wife              black female
## 5229     notmarried       other         tenant              white female
## 5230        married    lowskill        husband              white   male
## 5231        married    lowskill        husband              white   male
## 5232        divorce   highskill         tenant              white   male
## 5233        divorce    lowskill         tenant              white   male
## 5234        married   highskill        husband              white   male
## 5235        married    clerical           wife              white female
## 5236     notmarried   highskill         tenant              white female
## 5237        married   highskill        husband              white   male
## 5238     notmarried   highskill       depchild              white female
## 5239        married   highskill        husband              white   male
## 5240     notmarried   highskill       depchild              white female
## 5241     notmarried   highskill       depchild              white female
## 5242        married    lowskill         tenant              white female
## 5243        married   highskill        husband              white   male
## 5244        divorce   highskill     single_occ              white female
## 5245        married    midskill        husband              white   male
## 5246        divorce   highskill         tenant              white   male
## 5247        divorce    clerical         tenant              white female
## 5248     notmarried    lowskill       depchild              white   male
## 5249        married    midskill        husband              white   male
## 5250        married   highskill        husband              white   male
## 5251        married   highskill        husband              white   male
## 5252        married   highskill           wife              white female
## 5253     notmarried    midskill       depchild              white female
## 5254     notmarried   highskill         tenant              black   male
## 5255        married    midskill        husband              other   male
## 5256        divorce       other     single_occ              white female
## 5257     notmarried    lowskill       depchild              white female
## 5258     notmarried    midskill         tenant              white   male
## 5259     notmarried    clerical       depchild              white   male
## 5260     notmarried    lowskill       depchild              white   male
## 5261     notmarried    clerical       depchild              white female
## 5262     notmarried    midskill         tenant              white   male
## 5263        divorce   highskill         tenant              white female
## 5264     notmarried    lowskill       depchild              white female
## 5265        married   highskill        husband              white   male
## 5266     notmarried    clerical         tenant              white female
## 5267     notmarried    midskill       depchild              white   male
## 5268        married   highskill        husband              white   male
## 5269     notmarried   highskill       depchild              white female
## 5270        married    midskill        husband              white   male
## 5271        divorce    midskill         tenant              white   male
## 5272     notmarried    midskill       relative              white   male
## 5273     notmarried    clerical         tenant              white female
## 5274        married   highskill        husband              white   male
## 5275        married   highskill        husband              white   male
## 5276        married   highskill        husband              white   male
## 5277        married   highskill        husband              white   male
## 5278     notmarried   highskill       depchild              white   male
## 5279        married    lowskill        husband              white   male
## 5280        divorce   highskill         tenant              white female
## 5281        married   highskill        husband              white   male
## 5282     notmarried    lowskill         tenant              white   male
## 5283        married   highskill        husband              white   male
## 5284        divorce   highskill         tenant              white   male
## 5285     notmarried   highskill       depchild              white   male
## 5286        married    clerical           wife              white female
## 5287        divorce    lowskill       relative              white   male
## 5288        married   highskill           wife              white female
## 5289     notmarried    midskill         tenant              white   male
## 5290        married    midskill        husband              white   male
## 5291        married   highskill        husband              other   male
## 5292        widowed   highskill         tenant              white female
## 5293     notmarried   highskill       depchild              white female
## 5294        married agriculture        husband              white   male
## 5295        divorce       other         tenant              white   male
## 5296        married    midskill        husband              white   male
## 5297        married       other        husband              white   male
## 5298        married    lowskill        husband              white   male
## 5299        married    clerical           wife              white female
## 5300        married agriculture        husband              white   male
## 5301        divorce    lowskill     single_occ              white   male
## 5302        married    midskill        husband              white   male
## 5303     notmarried       other       depchild              white female
## 5304     notmarried    lowskill       depchild              white female
## 5305     notmarried   highskill       depchild              white female
## 5306        divorce    clerical         tenant              white   male
## 5307        married agriculture        husband              white   male
## 5308        divorce       other     single_occ              white female
## 5309     notmarried    lowskill       depchild              white   male
## 5310     notmarried    midskill     single_occ              white   male
## 5311        divorce   highskill         tenant              white female
## 5312     notmarried   highskill         tenant              white   male
## 5313        married   highskill        husband              white   male
## 5314     notmarried    clerical         tenant              black female
## 5315        married agriculture        husband              white   male
## 5316     notmarried    midskill       depchild              white   male
## 5317     notmarried    clerical       depchild              white   male
## 5318        married    midskill        husband              white   male
## 5319        married   highskill        husband              white   male
## 5320        married    midskill        husband              white   male
## 5321     notmarried       other         tenant              black   male
## 5322     notmarried       other       depchild              white female
## 5323     notmarried   highskill         tenant              white female
## 5324        married    midskill        husband              white   male
## 5325        divorce    midskill         tenant              white female
## 5326     notmarried    lowskill       depchild              white   male
## 5327        married agriculture        husband              white   male
## 5328        married   highskill        husband              white   male
## 5329     notmarried   highskill       depchild              white   male
## 5330        married   highskill        husband              white   male
## 5331        married    lowskill        husband Asian_Pac_Islander   male
## 5332     notmarried   highskill       depchild              white   male
## 5333     notmarried    lowskill       depchild              white   male
## 5334        divorce    lowskill       relative              white   male
## 5335        married   highskill        husband              white   male
## 5336        divorce   highskill         tenant              white female
## 5337     notmarried    midskill         tenant              white   male
## 5338        divorce   highskill     single_occ              white female
## 5339        divorce    clerical         tenant              white female
## 5340     notmarried   highskill         tenant              white female
## 5341        married       other        husband              white   male
## 5342     notmarried    midskill       depchild              white   male
## 5343        married    midskill        husband              white   male
## 5344        divorce    clerical     single_occ              black female
## 5345        married       other         tenant              white   male
## 5346        married    lowskill        husband              white   male
## 5347     notmarried       other       depchild              white   male
## 5348        married    midskill        husband              white   male
## 5349     notmarried    lowskill       depchild              white   male
## 5350        married   highskill           wife              white female
## 5351     notmarried    lowskill       depchild              white   male
## 5352     notmarried   highskill         tenant              white   male
## 5353     notmarried    midskill       depchild              white   male
## 5354        married    midskill        husband              white   male
## 5355        divorce   highskill     single_occ              black female
## 5356        married    lowskill        husband              white   male
## 5357     notmarried   highskill       depchild              white female
## 5358        married    lowskill        husband              black   male
## 5359        married   highskill        husband             native   male
## 5360     notmarried    lowskill         tenant              white female
## 5361     notmarried    midskill       depchild              white   male
## 5362     notmarried       other       depchild              white   male
## 5363        married    midskill        husband              white   male
## 5364     notmarried    midskill       depchild              white   male
## 5365        married   highskill        husband              white   male
## 5366        married    lowskill        husband              white   male
## 5367     notmarried   highskill       depchild              white   male
## 5368     notmarried   highskill       depchild              white   male
## 5369        married   highskill        husband              white   male
## 5370        married    midskill        husband              black   male
## 5371        married   highskill        husband              white   male
## 5372     notmarried   highskill       relative              white   male
## 5373        married   highskill        husband              white   male
## 5374        married    midskill        husband              white   male
## 5375        married   highskill        husband              black   male
## 5376     notmarried   highskill         tenant              black female
## 5377        married    midskill        husband              white   male
## 5378        divorce   highskill         tenant              white female
## 5379        married    midskill        husband              white   male
## 5380        married   highskill        husband              white   male
## 5381        married   highskill           wife              black female
## 5382     notmarried    clerical         tenant              white female
## 5383        married   highskill        husband              white   male
## 5384     notmarried       other       depchild              white female
## 5385     notmarried       other         tenant              black female
## 5386        divorce    lowskill         tenant              white   male
## 5387        married   highskill        husband              white   male
## 5388        married    clerical           wife              white female
## 5389        divorce   highskill     single_occ              white   male
## 5390        married   highskill        husband              white   male
## 5391        divorce    lowskill     single_occ              white female
## 5392        married    midskill           wife              white female
## 5393        widowed    clerical         tenant              white female
## 5394     notmarried   highskill         tenant              white female
## 5395        married   highskill        husband              white   male
## 5396     notmarried    clerical         tenant Asian_Pac_Islander female
## 5397     notmarried    lowskill       depchild              white   male
## 5398     notmarried    clerical       depchild              white   male
## 5399        divorce    midskill         tenant              white   male
## 5400        divorce    lowskill     single_occ              other female
## 5401        married   highskill        husband              white   male
## 5402     notmarried    midskill       relative              white   male
## 5403        married   highskill         tenant              white female
## 5404        married   highskill        husband              white   male
## 5405        married    midskill        husband              white   male
## 5406        married   highskill        husband              white   male
## 5407     notmarried   highskill         tenant              black   male
## 5408        divorce   highskill     single_occ              white female
## 5409        married   highskill        husband              black   male
## 5410        divorce   highskill         tenant              white female
## 5411        married    clerical       relative              white female
## 5412        widowed   highskill         tenant              white female
## 5413     notmarried    lowskill       depchild              white   male
## 5414        divorce    clerical         tenant              white female
## 5415        married   highskill        husband              white   male
## 5416     notmarried    clerical       depchild Asian_Pac_Islander female
## 5417        married    lowskill        husband              white   male
## 5418        married   highskill        husband              white   male
## 5419        married    midskill        husband              white   male
## 5420        married    midskill        husband              white   male
## 5421        married agriculture        husband             native   male
## 5422        married agriculture        husband              white   male
## 5423     notmarried   highskill         tenant              white female
## 5424        divorce    lowskill     single_occ              black female
## 5425     notmarried    lowskill         tenant Asian_Pac_Islander   male
## 5426        married   highskill        husband              white   male
## 5427     notmarried    lowskill       relative              white   male
## 5428        married    clerical        husband              white   male
## 5429        married    midskill        husband              white   male
## 5430        divorce   highskill         tenant              white female
## 5431        married    midskill        husband              white   male
## 5432        married    lowskill           wife              white female
## 5433        divorce   highskill         tenant              white female
## 5434        divorce    clerical         tenant              white female
## 5435     notmarried    clerical       depchild              black female
## 5436        married    midskill         tenant Asian_Pac_Islander female
## 5437     notmarried   highskill         tenant              white   male
## 5438        married   highskill        husband              white   male
## 5439        married    midskill        husband              white   male
## 5440        divorce    clerical       depchild              white   male
## 5441     notmarried       other         tenant              white female
## 5442        married    midskill           wife              white female
## 5443        married    midskill           wife              white female
## 5444        married   highskill        husband              black   male
## 5445        married   highskill        husband              white   male
## 5446        divorce    midskill       depchild              white   male
## 5447     notmarried       other       depchild              white   male
## 5448     notmarried    lowskill       depchild              white female
## 5449     notmarried    midskill       depchild Asian_Pac_Islander   male
## 5450     notmarried    lowskill       depchild              white female
## 5451     notmarried   highskill       depchild              white female
## 5452        divorce    midskill         tenant              white female
## 5453     notmarried    clerical       depchild              white female
## 5454        divorce    midskill     single_occ              white female
## 5455        married    clerical           wife              white female
## 5456        married    midskill        husband              white   male
## 5457        married   highskill        husband              white   male
## 5458        married    clerical        husband              white   male
## 5459        married   highskill        husband              white   male
## 5460     notmarried   highskill       depchild              white   male
## 5461     notmarried    clerical       depchild              white female
## 5462     notmarried   highskill         tenant              white   male
## 5463        married   highskill        husband              white   male
## 5464        married    midskill         tenant              white female
## 5465        divorce   highskill         tenant             native female
## 5466        divorce   highskill         tenant              white   male
## 5467     notmarried    lowskill       depchild             native   male
## 5468     notmarried    clerical       relative              white   male
## 5469        divorce    lowskill     single_occ              white   male
## 5470     notmarried   highskill       depchild              white   male
## 5471        divorce    midskill         tenant              white   male
## 5472        widowed       other         tenant              white   male
## 5473     notmarried    lowskill       depchild              white   male
## 5474        married   highskill        husband              white   male
## 5475        married    lowskill           wife              white female
## 5476        married    midskill        husband              white   male
## 5477     notmarried    lowskill       depchild              white female
## 5478     notmarried   highskill       depchild              white   male
## 5479        married    midskill        husband              white   male
## 5480        married   highskill        husband              white   male
## 5481        married   highskill        husband              white   male
## 5482        married    clerical     single_occ             native female
## 5483     notmarried   highskill       depchild              white   male
## 5484     notmarried    lowskill         tenant              white female
## 5485        married   highskill        husband              white   male
## 5486        divorce    midskill         tenant              white   male
## 5487        married   highskill        husband              white   male
## 5488        married   highskill        husband              white   male
## 5489        married    midskill        husband              white   male
## 5490        divorce   highskill         tenant              white female
## 5491        married   highskill        husband              white   male
## 5492     notmarried   highskill       depchild              white   male
## 5493        divorce       other         tenant              white female
## 5494     notmarried   highskill         tenant              white   male
## 5495        married   highskill        husband              white   male
## 5496     notmarried    clerical         tenant              white female
## 5497        divorce    midskill         tenant              white   male
## 5498        married    clerical        husband              white   male
## 5499        divorce    lowskill         tenant              white female
## 5500        divorce    midskill     single_occ              white   male
## 5501        married   highskill        husband              white   male
## 5502        divorce   highskill       relative              black   male
## 5503     notmarried    clerical         tenant              white female
## 5504     notmarried    midskill     single_occ              white   male
## 5505     notmarried    clerical     single_occ              black female
## 5506        married    midskill        husband              black   male
## 5507     notmarried    midskill       depchild              white female
## 5508        married    midskill        husband              white   male
## 5509     notmarried   highskill       depchild              white female
## 5510        married    lowskill        husband              white   male
## 5511     notmarried    lowskill       depchild              other   male
## 5512        widowed    midskill         tenant              white female
## 5513     notmarried   highskill       depchild              white female
## 5514        divorce   highskill         tenant              white female
## 5515     notmarried   highskill         tenant              white female
## 5516     notmarried    clerical       depchild              white female
## 5517        married    midskill        husband              white   male
## 5518        married    midskill        husband              white   male
## 5519        married   highskill        husband              white   male
## 5520     notmarried   highskill         tenant Asian_Pac_Islander female
## 5521     notmarried    lowskill         tenant              black female
## 5522        married    midskill        husband              white   male
## 5523     notmarried    midskill     single_occ              white   male
## 5524        married    clerical           wife              white female
## 5525     notmarried    midskill       relative              white   male
## 5526     notmarried   highskill         tenant Asian_Pac_Islander female
## 5527     notmarried       other       depchild              white   male
## 5528        divorce    lowskill     single_occ              white female
## 5529        divorce   highskill       depchild              white female
## 5530        married       other        husband              white   male
## 5531        married   highskill           wife              black female
## 5532        married    midskill        husband              white   male
## 5533        divorce   highskill         tenant              white female
## 5534        divorce   highskill     single_occ              white female
## 5535        divorce    lowskill     single_occ              white female
## 5536     notmarried    lowskill       depchild              white   male
## 5537        married    midskill        husband              black   male
## 5538        married   highskill        husband              white   male
## 5539        married   highskill        husband              white   male
## 5540     notmarried   highskill         tenant              white   male
## 5541        married    lowskill        husband              white   male
## 5542     notmarried    midskill         tenant              white   male
## 5543        married   highskill           wife              white female
## 5544        married   highskill        husband              white   male
## 5545        divorce   highskill         tenant              white   male
## 5546     notmarried    clerical       depchild              white   male
## 5547     notmarried    lowskill         tenant              black female
## 5548        married   highskill        husband              white   male
## 5549        divorce       other         tenant              white   male
## 5550        married   highskill        husband              white   male
## 5551        married    midskill        husband              white   male
## 5552        divorce   highskill         tenant              black   male
## 5553        married   highskill        husband              white   male
## 5554     notmarried   highskill       depchild              white   male
## 5555        married    midskill        husband              white   male
## 5556        married   highskill        husband              white   male
## 5557     notmarried   highskill       depchild              white female
## 5558        divorce    lowskill     single_occ              white female
## 5559        married   highskill        husband              white   male
## 5560        married    clerical         tenant              white female
## 5561        married   highskill        husband Asian_Pac_Islander   male
## 5562        widowed       other         tenant              white female
## 5563        married   highskill        husband              white   male
## 5564        divorce    midskill         tenant              white   male
## 5565        married   highskill        husband              white   male
## 5566     notmarried       other       relative              white female
## 5567        married   highskill        husband              white   male
## 5568        divorce    midskill         tenant              white   male
## 5569        married    midskill        husband              black   male
## 5570     notmarried   highskill         tenant              white female
## 5571        married    midskill        husband              white   male
## 5572        divorce    clerical       relative              white female
## 5573        divorce   highskill         tenant              white   male
## 5574        married    midskill        husband              white   male
## 5575     notmarried   highskill         tenant              white   male
## 5576        married agriculture        husband              white   male
## 5577     notmarried    midskill         tenant              white   male
## 5578        married    midskill        husband              white   male
## 5579     notmarried    lowskill         tenant              white female
## 5580     notmarried    midskill         tenant              white female
## 5581        married   highskill        husband              white   male
## 5582        married    midskill        husband              white   male
## 5583        married   highskill        husband              white   male
## 5584     notmarried    midskill       depchild              white   male
## 5585        married   highskill        husband              white   male
## 5586        divorce    clerical     single_occ              black female
## 5587        married   highskill        husband              other   male
## 5588        married    lowskill        husband              white   male
## 5589        married   highskill        husband              white   male
## 5590        married   highskill        husband              white   male
## 5591        widowed       other         tenant              white female
## 5592     notmarried   highskill         tenant              white female
## 5593     notmarried   highskill       relative Asian_Pac_Islander   male
## 5594        married   highskill        husband              white   male
## 5595     notmarried    lowskill       relative              black female
## 5596        married    midskill        husband              white   male
## 5597        married   highskill        husband              white   male
## 5598     notmarried    midskill       relative              white   male
## 5599     notmarried    lowskill       depchild              white   male
## 5600     notmarried   highskill         tenant              white   male
## 5601        married   highskill        husband              white   male
## 5602        married   highskill        husband              white   male
## 5603        married   highskill        husband              white   male
## 5604     notmarried   highskill       depchild Asian_Pac_Islander   male
## 5605     notmarried    lowskill       relative              white   male
## 5606        divorce   highskill     single_occ              black female
## 5607        married   highskill        husband              white   male
## 5608     notmarried    midskill         tenant              black   male
## 5609        divorce    midskill     single_occ              white   male
## 5610        divorce   highskill     single_occ              white female
## 5611        married   highskill        husband              white   male
## 5612        married   highskill       depchild              white female
## 5613        married    clerical        husband              white   male
## 5614     notmarried   highskill       depchild              black   male
## 5615     notmarried    midskill         tenant              white   male
## 5616        divorce agriculture         tenant              white female
## 5617     notmarried    lowskill       depchild              white female
## 5618     notmarried   highskill         tenant Asian_Pac_Islander female
## 5619     notmarried   highskill         tenant              white   male
## 5620        married    lowskill        husband              white   male
## 5621        married    midskill        husband              white   male
## 5622     notmarried    midskill       depchild              white   male
## 5623        divorce    lowskill     single_occ              white female
## 5624        married       other        husband              other   male
## 5625        married    clerical           wife             native female
## 5626        married   highskill        husband              white   male
## 5627        married    lowskill         tenant              black female
## 5628        divorce    clerical     single_occ              white female
## 5629        married agriculture        husband              white   male
## 5630        married    midskill       relative Asian_Pac_Islander   male
## 5631        divorce   highskill         tenant              white female
## 5632        married    lowskill        husband              white   male
## 5633        married       other           wife              white female
## 5634     notmarried    clerical       depchild              white   male
## 5635        married   highskill        husband              white   male
## 5636        divorce   highskill     single_occ              white   male
## 5637        married    midskill         tenant              white   male
## 5638     notmarried   highskill       depchild              white female
## 5639     notmarried    midskill       depchild              white   male
## 5640        married   highskill        husband              white   male
## 5641        married    lowskill        husband              black   male
## 5642        married    midskill        husband              white   male
## 5643        married   highskill        husband              white   male
## 5644        married   highskill        husband              white   male
## 5645        divorce   highskill         tenant              white female
## 5646        divorce    lowskill         tenant              white female
## 5647        divorce    midskill         tenant              white   male
## 5648     notmarried    clerical         tenant              white   male
## 5649        divorce   highskill         tenant              white   male
## 5650        married   highskill        husband              white   male
## 5651     notmarried    midskill       depchild              white   male
## 5652     notmarried    midskill         tenant              white female
## 5653        married       other        husband              white   male
## 5654        married    lowskill        husband              white   male
## 5655     notmarried   highskill         tenant              white   male
## 5656     notmarried   highskill         tenant              black   male
## 5657     notmarried    lowskill       depchild              white female
## 5658        married    midskill        husband              white   male
## 5659        married   highskill           wife              white female
## 5660     notmarried   highskill         tenant              white   male
## 5661        married    midskill        husband              white   male
## 5662     notmarried    midskill       depchild              white   male
## 5663        married   highskill           wife              white female
## 5664        divorce    midskill         tenant              other   male
## 5665        divorce    lowskill     single_occ              white   male
## 5666        divorce    lowskill         tenant              black   male
## 5667        married    midskill        husband              white   male
## 5668     notmarried    midskill         tenant              white female
## 5669     notmarried   highskill         tenant              white   male
## 5670        married    midskill        husband              white   male
## 5671     notmarried   highskill         tenant              white   male
## 5672        married   highskill        husband              black   male
## 5673     notmarried   highskill         tenant              white   male
## 5674        married    clerical        husband              white   male
## 5675        divorce    clerical       depchild              white female
## 5676        divorce   highskill         tenant              white female
## 5677     notmarried    lowskill       relative              white female
## 5678     notmarried   highskill         tenant              white   male
## 5679        married    clerical     single_occ              white female
## 5680        married       other        husband              white   male
## 5681        married   highskill        husband              white   male
## 5682        married   highskill        husband              white   male
## 5683        married   highskill        husband              white   male
## 5684        divorce   highskill         tenant              white female
## 5685     notmarried    midskill       depchild              white   male
## 5686        married   highskill        husband              white   male
## 5687        widowed    clerical         tenant              white female
## 5688        married       other        husband              white   male
## 5689        married    clerical           wife              white female
## 5690     notmarried    lowskill       depchild              white female
## 5691        married    midskill        husband              white   male
## 5692        divorce   highskill         tenant              white   male
## 5693     notmarried    lowskill       depchild              white female
## 5694        divorce    clerical     single_occ              white female
## 5695        married   highskill        husband              white   male
## 5696        divorce   highskill         tenant              white female
## 5697        married   highskill        husband              white   male
## 5698     notmarried    clerical     single_occ              white   male
## 5699        married    midskill        husband Asian_Pac_Islander   male
## 5700     notmarried   highskill         tenant              white   male
## 5701        married    midskill        husband              white   male
## 5702        married    midskill        husband              white   male
## 5703        married    midskill        husband              white   male
## 5704        married   highskill        husband              white   male
## 5705        divorce    lowskill     single_occ              white female
## 5706        married   highskill        husband              white   male
## 5707     notmarried    midskill         tenant              white   male
## 5708        married   highskill        husband              white   male
## 5709        married   highskill        husband              white   male
## 5710        married   highskill        husband              white   male
## 5711        married    clerical        husband              white   male
## 5712        married    clerical        husband              white   male
## 5713        married    midskill        husband              white   male
## 5714     notmarried   highskill         tenant              white   male
## 5715        married    midskill        husband              white   male
## 5716     notmarried    lowskill       depchild              white female
## 5717     notmarried    lowskill         tenant              white   male
## 5718        married   highskill        husband              white   male
## 5719        married agriculture        husband              white   male
## 5720        divorce    midskill         tenant              white female
## 5721     notmarried       other       depchild              black female
## 5722        divorce    midskill     single_occ              white   male
## 5723     notmarried   highskill       depchild              white female
## 5724     notmarried    clerical       relative              white female
## 5725     notmarried    lowskill       depchild              white   male
## 5726        married   highskill           wife              white female
## 5727        divorce    midskill       depchild              white   male
## 5728        divorce    midskill         tenant              white   male
## 5729        married   highskill        husband              white   male
## 5730        divorce   highskill     single_occ              white female
## 5731     notmarried   highskill         tenant              white   male
## 5732        married   highskill       depchild              white   male
## 5733     notmarried   highskill       depchild              white female
## 5734        married   highskill        husband              white   male
## 5735        married    midskill        husband              white   male
## 5736     notmarried    lowskill       depchild              white   male
## 5737        married    midskill        husband              white   male
## 5738        married    midskill        husband              black   male
## 5739        married    midskill        husband              white   male
## 5740     notmarried    lowskill       depchild              white   male
## 5741        married    lowskill        husband              white   male
## 5742     notmarried    midskill       depchild              white   male
## 5743        divorce    clerical     single_occ              white female
## 5744        married    midskill        husband              white   male
## 5745     notmarried   highskill         tenant              white   male
## 5746        married    midskill        husband              white   male
## 5747     notmarried   highskill       depchild              white female
## 5748        married   highskill        husband              white   male
## 5749        married   highskill        husband              white   male
## 5750        married    midskill        husband              white   male
## 5751        divorce   highskill     single_occ              black female
## 5752        married    midskill        husband              white   male
## 5753        married    midskill        husband              white   male
## 5754        married       other           wife              white female
## 5755        married   highskill        husband              white   male
## 5756        married    lowskill        husband              white   male
## 5757        married    midskill        husband              white   male
## 5758        married   highskill        husband              white   male
## 5759     notmarried    clerical       depchild              other female
## 5760        divorce   highskill       relative              white female
## 5761     notmarried   highskill         tenant              white female
## 5762        married   highskill        husband              white   male
## 5763        married   highskill        husband              white   male
## 5764     notmarried    lowskill       depchild              white female
## 5765        married   highskill        husband              white   male
## 5766        married    midskill           wife              white female
## 5767        married       other           wife              white female
## 5768        married    midskill        husband              white   male
## 5769     notmarried    clerical     single_occ              black female
## 5770        married    midskill        husband              white   male
## 5771     notmarried   highskill       relative              black female
## 5772        married   highskill        husband Asian_Pac_Islander   male
## 5773        divorce    lowskill         tenant              white female
## 5774        married    midskill        husband              white   male
## 5775        widowed    clerical         tenant              black female
## 5776        divorce   highskill         tenant             native female
## 5777        married    midskill        husband              white   male
## 5778        married    clerical        husband              white   male
## 5779     notmarried    clerical       relative              white female
## 5780     notmarried   highskill         tenant              black   male
## 5781        divorce   highskill         tenant              white female
## 5782     notmarried    clerical       depchild              white female
## 5783     notmarried   highskill         tenant              white female
## 5784     notmarried   highskill       depchild              white female
## 5785        married    lowskill           wife              white female
## 5786     notmarried   highskill       depchild              white female
## 5787        married    midskill        husband Asian_Pac_Islander   male
## 5788        divorce    clerical         tenant              white female
## 5789        divorce       other       depchild              black female
## 5790        divorce    lowskill     single_occ              white female
## 5791        married    midskill        husband              white   male
## 5792        married    midskill        husband              white   male
## 5793        married   highskill        husband              white   male
## 5794        married   highskill        husband              white   male
## 5795        married   highskill        husband              white   male
## 5796        married    midskill        husband              white   male
## 5797        married    clerical        husband              white   male
## 5798     notmarried    clerical       depchild              white   male
## 5799        married   highskill        husband              white   male
## 5800     notmarried    midskill       depchild              white   male
## 5801        divorce    lowskill         tenant              white female
## 5802     notmarried    midskill         tenant              white   male
## 5803        divorce   highskill     single_occ              white female
## 5804        divorce       other       depchild              white   male
## 5805     notmarried agriculture       depchild              white   male
## 5806     notmarried   highskill         tenant              white female
## 5807        married    midskill        husband              white   male
## 5808     notmarried    lowskill       depchild              black   male
## 5809        married       other        husband              white   male
## 5810        divorce   highskill     single_occ              white female
## 5811        married    midskill        husband              white   male
## 5812        married   highskill           wife              black female
## 5813        divorce    midskill         tenant              black   male
## 5814        married   highskill        husband              white   male
## 5815        divorce    midskill         tenant              white   male
## 5816        married   highskill        husband              white   male
## 5817        married   highskill        husband              white   male
## 5818        married   highskill        husband              white   male
## 5819     notmarried    lowskill         tenant              white   male
## 5820        widowed    lowskill     single_occ              white female
## 5821        married   highskill        husband              white   male
## 5822        married    midskill        husband              white   male
## 5823        married   highskill           wife              white female
## 5824        married    midskill        husband              white   male
## 5825        married   highskill        husband              white   male
## 5826        divorce agriculture     single_occ              white   male
## 5827     notmarried    lowskill         tenant              white   male
## 5828        married    midskill        husband              white   male
## 5829     notmarried   highskill       depchild              white female
## 5830     notmarried    lowskill       depchild              white   male
## 5831        widowed    midskill         tenant              white female
## 5832        married   highskill        husband              white   male
## 5833        widowed       other         tenant              white female
## 5834     notmarried   highskill       depchild              black female
## 5835        married    lowskill        husband              white   male
## 5836        divorce   highskill     single_occ              white   male
## 5837        married   highskill        husband              white   male
## 5838        divorce   highskill         tenant              white   male
## 5839     notmarried    clerical         tenant              white female
## 5840        married   highskill        husband              white   male
## 5841     notmarried    midskill         tenant              white female
## 5842        married   highskill       relative              white   male
## 5843     notmarried    lowskill         tenant              white female
## 5844     notmarried    lowskill       depchild              white   male
## 5845     notmarried    lowskill       depchild              white   male
## 5846        married    midskill        husband              white   male
## 5847     notmarried    lowskill       relative             native female
## 5848        divorce    midskill       depchild              white   male
## 5849        married   highskill        husband              white   male
## 5850     notmarried    lowskill       depchild              white   male
## 5851     notmarried    lowskill       depchild              white   male
## 5852     notmarried    clerical       depchild              black   male
## 5853     notmarried    midskill       depchild              white   male
## 5854        divorce       other     single_occ              white female
## 5855        married    midskill        husband              white   male
## 5856        married agriculture        husband              white   male
## 5857        married    midskill        husband              white   male
## 5858        married    midskill        husband              white   male
## 5859     notmarried    midskill         tenant              white   male
## 5860     notmarried    clerical       depchild              white female
## 5861        married    lowskill        husband              white   male
## 5862        married   highskill        husband              white   male
## 5863        married   highskill        husband              white   male
## 5864     notmarried   highskill         tenant              white female
## 5865        divorce    midskill         tenant              white   male
## 5866     notmarried   highskill         tenant              white female
## 5867        married agriculture        husband              white   male
## 5868        married    midskill        husband              white   male
## 5869        divorce   highskill       depchild              white female
## 5870        married    midskill        husband              white   male
## 5871        married    midskill         tenant              black   male
## 5872        married   highskill        husband              white   male
## 5873     notmarried    lowskill     single_occ              black female
## 5874        married    midskill        husband              white   male
## 5875        divorce    midskill         tenant              white   male
## 5876        married    midskill        husband              white   male
## 5877     notmarried   highskill         tenant              white   male
## 5878        married agriculture        husband              white   male
## 5879     notmarried    lowskill         tenant             native   male
## 5880     notmarried    midskill       depchild              white   male
## 5881        married    midskill        husband              white   male
## 5882        married    midskill        husband              black   male
##      capital_gain capital_loss hours_per_week native_region income
## 1            2174            0             40  NorthAmerica  <=50K
## 2               0            0             13  NorthAmerica  <=50K
## 3               0            0             40  NorthAmerica  <=50K
## 4               0            0             40  NorthAmerica  <=50K
## 5               0            0             40  CentrAmerica  <=50K
## 6               0            0             40  NorthAmerica  <=50K
## 7               0            0             16  CentrAmerica  <=50K
## 8               0            0             45  NorthAmerica   >50K
## 9           14084            0             50  NorthAmerica   >50K
## 10           5178            0             40  NorthAmerica   >50K
## 11              0            0             80  NorthAmerica   >50K
## 12              0            0             40         SAsia   >50K
## 13              0            0             30  NorthAmerica  <=50K
## 14              0            0             50  NorthAmerica  <=50K
## 15              0            0             40  CentrAmerica   >50K
## 16              0            0             45  NorthAmerica  <=50K
## 17              0            0             35  NorthAmerica  <=50K
## 18              0            0             40  NorthAmerica  <=50K
## 19              0            0             50  NorthAmerica  <=50K
## 20              0            0             45  NorthAmerica   >50K
## 21              0            0             60  NorthAmerica   >50K
## 22              0            0             20  NorthAmerica  <=50K
## 23              0            0             40  NorthAmerica  <=50K
## 24              0         2042             40  NorthAmerica  <=50K
## 25              0            0             40  NorthAmerica  <=50K
## 26              0            0             40  NorthAmerica   >50K
## 27              0            0             40  NorthAmerica  <=50K
## 28              0            0             60  SouthAmerica   >50K
## 29              0            0             80  NorthAmerica  <=50K
## 30              0            0             40  NorthAmerica  <=50K
## 31              0            0             52  NorthAmerica  <=50K
## 32              0            0             44  NorthAmerica  <=50K
## 33              0         1408             40  NorthAmerica  <=50K
## 34              0            0             40  NorthAmerica  <=50K
## 35              0            0             15  NorthAmerica  <=50K
## 36              0            0             40   USTerritory  <=50K
## 37              0            0             40  NorthAmerica  <=50K
## 38              0            0             25  NorthAmerica  <=50K
## 39              0            0             38  CentrAmerica   >50K
## 40              0            0             40  NorthAmerica  <=50K
## 41              0            0             43  NorthAmerica  <=50K
## 42              0            0             40  NorthAmerica  <=50K
## 43              0            0             50  NorthAmerica  <=50K
## 44              0            0             40  NorthAmerica  <=50K
## 45              0            0             35  NorthAmerica  <=50K
## 46              0            0             40  NorthAmerica   >50K
## 47              0            0             38  NorthAmerica  <=50K
## 48              0            0             40  NorthAmerica  <=50K
## 49              0            0             40  NorthAmerica  <=50K
## 50              0            0             43  NorthAmerica  <=50K
## 51              0            0             40  NorthAmerica  <=50K
## 52              0            0             30  CentrAmerica  <=50K
## 53              0         1902             60  CentrAmerica   >50K
## 54              0            0             55  NorthAmerica   >50K
## 55              0            0             60  NorthAmerica  <=50K
## 56              0            0             40  NorthAmerica   >50K
## 57              0            0             40  NorthAmerica  <=50K
## 58              0            0             40   USTerritory  <=50K
## 59              0            0             48  NorthAmerica  <=50K
## 60           5013            0             40  NorthAmerica  <=50K
## 61           2407            0             40  NorthAmerica  <=50K
## 62              0            0             40  CentrAmerica  <=50K
## 63              0            0             40  NorthAmerica  <=50K
## 64              0            0             45  NorthAmerica   >50K
## 65              0            0             58  NorthAmerica  <=50K
## 66              0            0             40  NorthAmerica  <=50K
## 67              0            0             40  NorthAmerica  <=50K
## 68              0            0             40  NorthAmerica   >50K
## 69              0            0             50  NorthAmerica   >50K
## 70              0            0             40  NorthAmerica  <=50K
## 71              0            0             32  NorthAmerica  <=50K
## 72              0            0             40  NorthAmerica  <=50K
## 73              0            0             70  NorthAmerica   >50K
## 74              0            0             40  NorthAmerica  <=50K
## 75              0            0             20  NorthAmerica  <=50K
## 76              0            0             40  NorthAmerica  <=50K
## 77              0            0             40  NorthAmerica  <=50K
## 78              0            0              2  NorthAmerica  <=50K
## 79              0            0             22  NorthAmerica  <=50K
## 80              0            0             40  NorthAmerica  <=50K
## 81              0            0             30  NorthAmerica  <=50K
## 82              0            0             40  CentrAmerica  <=50K
## 83              0            0             40  NorthAmerica  <=50K
## 84              0            0             48  NorthAmerica  <=50K
## 85          14344            0             40  NorthAmerica   >50K
## 86              0            0             35  NorthAmerica  <=50K
## 87              0            0             40  NorthAmerica   >50K
## 88              0            0             50  NorthAmerica  <=50K
## 89              0            0             40  NorthAmerica  <=50K
## 90              0            0             50  NorthAmerica   >50K
## 91              0            0             40  NorthAmerica  <=50K
## 92              0            0             40  NorthAmerica  <=50K
## 93              0            0             25  NorthAmerica  <=50K
## 94              0         1573             35  CentrAmerica  <=50K
## 95              0            0             40  NorthAmerica   >50K
## 96              0            0             50  NorthAmerica  <=50K
## 97              0         1902             60  NorthAmerica   >50K
## 98              0            0             48  NorthAmerica   >50K
## 99              0            0             40        Europe  <=50K
## 100             0            0             40  NorthAmerica  <=50K
## 101             0            0             40  NorthAmerica   >50K
## 102         15024            0             60  NorthAmerica   >50K
## 103             0            0             50  NorthAmerica  <=50K
## 104             0            0             40  NorthAmerica  <=50K
## 105             0            0             40  NorthAmerica  <=50K
## 106          7688            0             40  NorthAmerica   >50K
## 107         34095            0             32  NorthAmerica  <=50K
## 108             0            0             40  NorthAmerica  <=50K
## 109             0            0             40  NorthAmerica  <=50K
## 110             0            0             40  NorthAmerica  <=50K
## 111             0            0             40  NorthAmerica  <=50K
## 112             0            0             40  NorthAmerica   >50K
## 113             0         1887             50  NorthAmerica   >50K
## 114          4064            0             25  NorthAmerica  <=50K
## 115             0            0             40  NorthAmerica  <=50K
## 116             0            0             50  NorthAmerica  <=50K
## 117             0            0             50  NorthAmerica  <=50K
## 118             0            0             40  NorthAmerica   >50K
## 119             0            0             56  NorthAmerica  <=50K
## 120             0            0             41  NorthAmerica  <=50K
## 121             0            0             40  NorthAmerica  <=50K
## 122             0            0             60  NorthAmerica  <=50K
## 123             0            0             40        Europe  <=50K
## 124             0            0             50  NorthAmerica   >50K
## 125             0            0             35  NorthAmerica  <=50K
## 126             0            0             40  NorthAmerica   >50K
## 127             0         1719             28  NorthAmerica  <=50K
## 128             0            0             40  NorthAmerica   >50K
## 129             0            0             40  NorthAmerica  <=50K
## 130             0            0             40  NorthAmerica  <=50K
## 131             0            0             60  NorthAmerica  <=50K
## 132             0         1762             40  NorthAmerica  <=50K
## 133          4386            0             35  NorthAmerica  <=50K
## 134             0            0             50  NorthAmerica  <=50K
## 135             0            0             36  NorthAmerica  <=50K
## 136             0            0             40         SAsia   >50K
## 137             0            0             60  NorthAmerica  <=50K
## 138             0            0             35  NorthAmerica  <=50K
## 139             0            0             20  NorthAmerica  <=50K
## 140             0            0             40  NorthAmerica   >50K
## 141             0            0             40  NorthAmerica  <=50K
## 142             0            0             40  NorthAmerica  <=50K
## 143             0            0             30  NorthAmerica  <=50K
## 144             0         1564             40  NorthAmerica   >50K
## 145             0            0             40  NorthAmerica  <=50K
## 146             0            0             30  NorthAmerica  <=50K
## 147             0            0             24  NorthAmerica  <=50K
## 148             0            0             24  NorthAmerica  <=50K
## 149             0         2179             40  NorthAmerica  <=50K
## 150             0            0             40  NorthAmerica  <=50K
## 151             0            0             38  NorthAmerica  <=50K
## 152             0            0             40  NorthAmerica  <=50K
## 153             0            0             40         EAsia  <=50K
## 154             0            0             35  NorthAmerica  <=50K
## 155             0            0             45  NorthAmerica   >50K
## 156             0            0             46  NorthAmerica  <=50K
## 157             0            0             40  NorthAmerica  <=50K
## 158             0         1816              2  NorthAmerica  <=50K
## 159             0            0             60  NorthAmerica  <=50K
## 160             0            0             50  NorthAmerica  <=50K
## 161             0            0             20  NorthAmerica  <=50K
## 162             0            0             40  NorthAmerica  <=50K
## 163             0            0             40  NorthAmerica  <=50K
## 164             0            0             40        Europe  <=50K
## 165             0            0             40  NorthAmerica   >50K
## 166             0            0             40  NorthAmerica  <=50K
## 167             0            0             42  NorthAmerica  <=50K
## 168             0            0             40  NorthAmerica  <=50K
## 169             0            0             16  NorthAmerica  <=50K
## 170             0            0             20  NorthAmerica  <=50K
## 171             0         1980             40  NorthAmerica  <=50K
## 172             0            0             40  NorthAmerica  <=50K
## 173             0         1977             40  NorthAmerica   >50K
## 174             0            0             50  NorthAmerica  <=50K
## 175             0            0             40  NorthAmerica   >50K
## 176             0            0             25  NorthAmerica  <=50K
## 177             0            0             40  NorthAmerica  <=50K
## 178             0            0             40  NorthAmerica  <=50K
## 179             0            0             12  NorthAmerica  <=50K
## 180             0            0             65  NorthAmerica  <=50K
## 181             0            0             38  NorthAmerica   >50K
## 182             0            0             40  NorthAmerica  <=50K
## 183             0            0             45  NorthAmerica  <=50K
## 184             0            0             40  NorthAmerica   >50K
## 185             0            0             42  NorthAmerica   >50K
## 186             0            0             40  NorthAmerica  <=50K
## 187             0            0             40  NorthAmerica  <=50K
## 188             0            0             50  NorthAmerica  <=50K
## 189             0            0             50  NorthAmerica  <=50K
## 190             0            0              1  NorthAmerica   >50K
## 191             0            0             28  NorthAmerica  <=50K
## 192             0            0             40  NorthAmerica  <=50K
## 193             0            0             40  NorthAmerica  <=50K
## 194             0            0             45  NorthAmerica  <=50K
## 195             0            0             24  NorthAmerica  <=50K
## 196             0            0             40  NorthAmerica  <=50K
## 197             0            0             40  NorthAmerica  <=50K
## 198         14084            0             55  NorthAmerica   >50K
## 199          7298            0             40  NorthAmerica   >50K
## 200             0            0             40  NorthAmerica  <=50K
## 201             0         1876             40  NorthAmerica  <=50K
## 202             0            0             40        Europe  <=50K
## 203             0            0             50  NorthAmerica   >50K
## 204             0         1340             40  NorthAmerica  <=50K
## 205             0            0             35  NorthAmerica  <=50K
## 206             0            0             40  NorthAmerica  <=50K
## 207          7298            0             36  NorthAmerica   >50K
## 208             0            0             60  NorthAmerica  <=50K
## 209         15024            0             35  NorthAmerica   >50K
## 210             0            0             12  NorthAmerica  <=50K
## 211             0            0             40  NorthAmerica  <=50K
## 212             0            0             40  NorthAmerica   >50K
## 213             0            0             40  NorthAmerica  <=50K
## 214             0            0             40  NorthAmerica  <=50K
## 215             0            0             40  NorthAmerica   >50K
## 216             0            0             60  NorthAmerica   >50K
## 217             0            0             40  NorthAmerica  <=50K
## 218             0            0             50        Europe  <=50K
## 219             0            0             55  NorthAmerica  <=50K
## 220             0            0             40  NorthAmerica  <=50K
## 221             0            0             40  NorthAmerica  <=50K
## 222             0            0             40  NorthAmerica  <=50K
## 223             0         2206             40  NorthAmerica  <=50K
## 224             0            0             20  NorthAmerica  <=50K
## 225             0            0             35  NorthAmerica  <=50K
## 226             0            0             40  NorthAmerica  <=50K
## 227             0            0             10  NorthAmerica  <=50K
## 228          1409            0             50  NorthAmerica  <=50K
## 229             0            0             20  SouthAmerica  <=50K
## 230             0            0             40  NorthAmerica  <=50K
## 231          3674            0             40  NorthAmerica  <=50K
## 232             0            0             38  NorthAmerica  <=50K
## 233             0            0             42  NorthAmerica  <=50K
## 234             0            0             40  NorthAmerica  <=50K
## 235             0            0             55  NorthAmerica   >50K
## 236             0            0             40  NorthAmerica  <=50K
## 237             0            0             38  NorthAmerica  <=50K
## 238             0            0             50         SAsia   >50K
## 239             0            0             70  NorthAmerica   >50K
## 240             0            0             40  NorthAmerica  <=50K
## 241             0            0             40  NorthAmerica   >50K
## 242             0            0             20  NorthAmerica  <=50K
## 243             0            0             50  NorthAmerica  <=50K
## 244             0            0             20  NorthAmerica  <=50K
## 245             0         1741             40  NorthAmerica  <=50K
## 246             0            0             35  CentrAmerica  <=50K
## 247             0            0             45  NorthAmerica   >50K
## 248             0            0             34  NorthAmerica  <=50K
## 249             0         1977             60  NorthAmerica   >50K
## 250             0            0             40  CentrAmerica  <=50K
## 251             0            0             40  NorthAmerica   >50K
## 252             0            0             40  NorthAmerica  <=50K
## 253             0            0             30  NorthAmerica  <=50K
## 254             0            0             40  NorthAmerica  <=50K
## 255             0            0             20  NorthAmerica  <=50K
## 256             0            0             40         EAsia   >50K
## 257             0            0             40  NorthAmerica  <=50K
## 258             0            0             30  NorthAmerica  <=50K
## 259             0            0             45  NorthAmerica  <=50K
## 260             0            0             40  NorthAmerica  <=50K
## 261             0            0             40  NorthAmerica  <=50K
## 262             0            0             60  NorthAmerica  <=50K
## 263             0            0             12  NorthAmerica  <=50K
## 264          4064            0             40  NorthAmerica  <=50K
## 265             0            0             40  NorthAmerica  <=50K
## 266             0            0             75         EAsia   >50K
## 267             0            0             24  NorthAmerica  <=50K
## 268             0            0             40  NorthAmerica   >50K
## 269             0            0             45  NorthAmerica  <=50K
## 270             0            0             40  NorthAmerica   >50K
## 271             0            0             40  NorthAmerica   >50K
## 272          1055            0             24  NorthAmerica  <=50K
## 273          2407            0             98  NorthAmerica  <=50K
## 274             0            0             35  NorthAmerica  <=50K
## 275             0            0             40  NorthAmerica  <=50K
## 276             0            0             40  NorthAmerica  <=50K
## 277          7298            0             40  NorthAmerica   >50K
## 278             0            0             40  NorthAmerica  <=50K
## 279             0            0             40  NorthAmerica  <=50K
## 280          7298            0             48  NorthAmerica   >50K
## 281             0            0             15        Europe  <=50K
## 282          5178            0             40  NorthAmerica   >50K
## 283             0            0             45  NorthAmerica  <=50K
## 284             0            0             42  NorthAmerica  <=50K
## 285             0            0             40  NorthAmerica  <=50K
## 286         15024            0             40  NorthAmerica   >50K
## 287             0            0             60  NorthAmerica   >50K
## 288             0            0             45  NorthAmerica  <=50K
## 289             0            0             40  NorthAmerica  <=50K
## 290             0            0             40  SouthAmerica  <=50K
## 291             0            0             45  NorthAmerica  <=50K
## 292             0            0             40  NorthAmerica  <=50K
## 293             0            0             56  NorthAmerica  <=50K
## 294             0            0             45  NorthAmerica  <=50K
## 295             0            0             40  NorthAmerica  <=50K
## 296             0            0             16  NorthAmerica  <=50K
## 297             0            0             60  NorthAmerica  <=50K
## 298          3464            0             40  CentrAmerica  <=50K
## 299             0            0             40  NorthAmerica  <=50K
## 300             0            0             80  NorthAmerica  <=50K
## 301          7688            0             40  NorthAmerica   >50K
## 302             0            0             25  NorthAmerica  <=50K
## 303             0            0             45  NorthAmerica   >50K
## 304          4386            0             40  NorthAmerica   >50K
## 305             0            0             40         EAsia  <=50K
## 306             0            0             40  NorthAmerica  <=50K
## 307             0            0             45  NorthAmerica  <=50K
## 308             0            0             33  NorthAmerica  <=50K
## 309             0            0             40  NorthAmerica   >50K
## 310             0            0             54  NorthAmerica   >50K
## 311             0            0             40  NorthAmerica  <=50K
## 312          7298            0             35         EAsia   >50K
## 313             0            0             25  NorthAmerica  <=50K
## 314             0            0             40  NorthAmerica   >50K
## 315             0            0             15  NorthAmerica  <=50K
## 316             0            0             40  NorthAmerica  <=50K
## 317             0            0             40  NorthAmerica  <=50K
## 318             0            0             40  NorthAmerica  <=50K
## 319             0            0             40  NorthAmerica  <=50K
## 320             0            0             24  NorthAmerica  <=50K
## 321             0            0             40  NorthAmerica  <=50K
## 322             0         1485             50  NorthAmerica  <=50K
## 323             0            0             45  NorthAmerica  <=50K
## 324             0            0             40  NorthAmerica  <=50K
## 325             0            0             10  NorthAmerica  <=50K
## 326             0            0             45  NorthAmerica  <=50K
## 327             0            0             15  NorthAmerica  <=50K
## 328             0         1887             50  NorthAmerica   >50K
## 329             0            0             40  NorthAmerica  <=50K
## 330          2050            0             55  NorthAmerica  <=50K
## 331             0            0             45  NorthAmerica  <=50K
## 332             0            0             40  NorthAmerica  <=50K
## 333             0            0             40  NorthAmerica  <=50K
## 334             0            0             40  NorthAmerica  <=50K
## 335             0            0             40  NorthAmerica  <=50K
## 336             0            0             48  NorthAmerica  <=50K
## 337             0            0             40  NorthAmerica  <=50K
## 338             0            0             60  NorthAmerica  <=50K
## 339             0            0             30  CentrAmerica  <=50K
## 340             0            0             40  NorthAmerica  <=50K
## 341             0            0             40  NorthAmerica  <=50K
## 342          7298            0             40  NorthAmerica   >50K
## 343          7298            0             40  NorthAmerica   >50K
## 344             0            0             20  NorthAmerica  <=50K
## 345             0            0             40  NorthAmerica  <=50K
## 346             0            0             42  NorthAmerica  <=50K
## 347             0            0              8  NorthAmerica  <=50K
## 348             0            0             40  NorthAmerica  <=50K
## 349             0            0             25         SAsia  <=50K
## 350             0            0             25  NorthAmerica  <=50K
## 351             0            0             40  NorthAmerica   >50K
## 352             0            0             40  NorthAmerica  <=50K
## 353             0            0             40  NorthAmerica   >50K
## 354             0            0             30  NorthAmerica  <=50K
## 355             0            0             40  NorthAmerica   >50K
## 356             0            0             40  NorthAmerica   >50K
## 357             0            0             40  NorthAmerica  <=50K
## 358             0            0             40  NorthAmerica   >50K
## 359             0            0             35  NorthAmerica  <=50K
## 360             0            0             40        Europe  <=50K
## 361             0            0             24  NorthAmerica  <=50K
## 362             0            0             40  NorthAmerica   >50K
## 363             0            0             45  NorthAmerica  <=50K
## 364             0         1564             45  NorthAmerica   >50K
## 365             0            0             55  NorthAmerica  <=50K
## 366             0            0             40  NorthAmerica  <=50K
## 367             0            0             45  NorthAmerica  <=50K
## 368             0            0             15  NorthAmerica  <=50K
## 369             0            0             45  NorthAmerica   >50K
## 370             0            0             40  NorthAmerica  <=50K
## 371             0            0             15  NorthAmerica  <=50K
## 372             0            0             10  NorthAmerica  <=50K
## 373             0            0             38  NorthAmerica   >50K
## 374             0            0             40  NorthAmerica  <=50K
## 375             0            0             40  NorthAmerica  <=50K
## 376             0            0             10  NorthAmerica  <=50K
## 377             0            0             40  NorthAmerica  <=50K
## 378             0            0             40  NorthAmerica  <=50K
## 379             0            0             30  NorthAmerica  <=50K
## 380             0            0             50  NorthAmerica  <=50K
## 381             0            0             40  NorthAmerica  <=50K
## 382             0         2339             45  NorthAmerica  <=50K
## 383             0            0             40  NorthAmerica  <=50K
## 384             0            0             40  NorthAmerica  <=50K
## 385             0            0             40  NorthAmerica  <=50K
## 386             0            0             25  NorthAmerica  <=50K
## 387             0            0             40  NorthAmerica  <=50K
## 388             0         2415              6  NorthAmerica   >50K
## 389             0            0             16  NorthAmerica  <=50K
## 390             0            0             40  NorthAmerica  <=50K
## 391             0            0             40  NorthAmerica   >50K
## 392             0            0             50  NorthAmerica  <=50K
## 393             0            0             40  NorthAmerica  <=50K
## 394          7688            0             45  CentrAmerica   >50K
## 395             0            0             35  NorthAmerica  <=50K
## 396             0            0             40  NorthAmerica  <=50K
## 397             0            0             40  NorthAmerica  <=50K
## 398             0            0             35  NorthAmerica  <=50K
## 399             0            0             55  NorthAmerica   >50K
## 400             0            0             50  NorthAmerica   >50K
## 401             0            0             40  NorthAmerica  <=50K
## 402             0            0             40  NorthAmerica  <=50K
## 403             0            0             40  NorthAmerica   >50K
## 404             0            0             64  NorthAmerica  <=50K
## 405             0         2179             40   USTerritory  <=50K
## 406             0         1977             65  NorthAmerica   >50K
## 407             0            0             40  NorthAmerica  <=50K
## 408             0            0             25  NorthAmerica  <=50K
## 409             0         1887             40  NorthAmerica   >50K
## 410             0            0             50  NorthAmerica  <=50K
## 411             0            0             24  NorthAmerica  <=50K
## 412             0            0             40  NorthAmerica  <=50K
## 413             0            0             40  NorthAmerica  <=50K
## 414         15024            0             60  NorthAmerica   >50K
## 415             0            0             40  NorthAmerica  <=50K
## 416             0            0             50  NorthAmerica   >50K
## 417             0            0             40  NorthAmerica  <=50K
## 418             0            0             19  NorthAmerica  <=50K
## 419             0            0             40  NorthAmerica  <=50K
## 420             0            0             40  NorthAmerica  <=50K
## 421             0            0             30  NorthAmerica  <=50K
## 422          2176            0             18  NorthAmerica  <=50K
## 423             0            0             40  NorthAmerica   >50K
## 424             0            0             40  NorthAmerica  <=50K
## 425             0            0             35  NorthAmerica  <=50K
## 426             0            0             60  NorthAmerica  <=50K
## 427             0         1408             40  NorthAmerica  <=50K
## 428             0            0             72  CentrAmerica  <=50K
## 429             0            0             40  NorthAmerica   >50K
## 430             0            0             40  NorthAmerica  <=50K
## 431             0            0             24  NorthAmerica  <=50K
## 432             0            0             40  NorthAmerica  <=50K
## 433          2174            0             40  NorthAmerica  <=50K
## 434             0            0             25  NorthAmerica   >50K
## 435             0         1980             40         EAsia  <=50K
## 436             0            0             50  NorthAmerica   >50K
## 437           594            0             60  NorthAmerica  <=50K
## 438             0            0             40  NorthAmerica  <=50K
## 439             0            0             40  NorthAmerica  <=50K
## 440             0            0             40  NorthAmerica  <=50K
## 441             0            0             40  NorthAmerica  <=50K
## 442             0            0             28  NorthAmerica  <=50K
## 443             0            0             40  NorthAmerica  <=50K
## 444             0            0             40  NorthAmerica   >50K
## 445             0            0             40  NorthAmerica  <=50K
## 446             0            0             35  NorthAmerica  <=50K
## 447             0            0             40  NorthAmerica  <=50K
## 448             0            0             40  NorthAmerica  <=50K
## 449             0            0             40  NorthAmerica  <=50K
## 450             0            0              5  NorthAmerica  <=50K
## 451             0            0             40  NorthAmerica  <=50K
## 452             0            0             55  NorthAmerica   >50K
## 453             0            0             40  NorthAmerica   >50K
## 454             0            0             40  CentrAmerica   >50K
## 455             0            0             40  NorthAmerica   >50K
## 456             0            0             40  NorthAmerica   >50K
## 457             0            0             40  NorthAmerica  <=50K
## 458             0            0             50  NorthAmerica  <=50K
## 459             0            0             60  NorthAmerica  <=50K
## 460             0            0             40  NorthAmerica  <=50K
## 461             0            0             40  NorthAmerica  <=50K
## 462             0            0             40  NorthAmerica  <=50K
## 463             0            0             50  NorthAmerica  <=50K
## 464             0            0             40  NorthAmerica  <=50K
## 465             0            0             20  NorthAmerica  <=50K
## 466             0            0             60  NorthAmerica  <=50K
## 467             0            0             40  NorthAmerica  <=50K
## 468             0            0             40  NorthAmerica  <=50K
## 469             0         1977             45  NorthAmerica   >50K
## 470             0            0             16  NorthAmerica   >50K
## 471             0            0             40  NorthAmerica   >50K
## 472             0            0             40  NorthAmerica  <=50K
## 473             0            0             40  NorthAmerica  <=50K
## 474             0            0             60  NorthAmerica  <=50K
## 475             0            0             24  NorthAmerica  <=50K
## 476             0            0             40  NorthAmerica  <=50K
## 477             0            0              6  NorthAmerica  <=50K
## 478             0            0             30  NorthAmerica  <=50K
## 479             0            0             40  NorthAmerica  <=50K
## 480             0            0             35  NorthAmerica  <=50K
## 481             0            0             45        Europe  <=50K
## 482             0            0             20  NorthAmerica  <=50K
## 483             0            0             20  NorthAmerica  <=50K
## 484             0            0             40  NorthAmerica  <=50K
## 485           594            0             40  NorthAmerica  <=50K
## 486             0            0             20  NorthAmerica  <=50K
## 487             0            0             35  NorthAmerica  <=50K
## 488             0            0             45  NorthAmerica  <=50K
## 489             0            0             40  NorthAmerica  <=50K
## 490         15024            0             60  NorthAmerica   >50K
## 491             0            0             35  NorthAmerica  <=50K
## 492             0            0             40  NorthAmerica  <=50K
## 493             0            0             60  NorthAmerica  <=50K
## 494             0            0             25  NorthAmerica  <=50K
## 495             0            0             20  NorthAmerica  <=50K
## 496             0            0             36  NorthAmerica  <=50K
## 497             0            0             40  NorthAmerica  <=50K
## 498             0            0             40  CentrAmerica  <=50K
## 499             0            0             35  NorthAmerica  <=50K
## 500             0            0             20  NorthAmerica  <=50K
## 501             0            0             40        Europe  <=50K
## 502             0            0             40  NorthAmerica  <=50K
## 503             0            0             40  NorthAmerica  <=50K
## 504             0            0             42        Europe  <=50K
## 505             0            0             40  NorthAmerica  <=50K
## 506             0            0             40  NorthAmerica  <=50K
## 507             0            0              8  NorthAmerica  <=50K
## 508             0            0             40  NorthAmerica  <=50K
## 509             0            0             40  NorthAmerica  <=50K
## 510             0            0             40  NorthAmerica  <=50K
## 511             0         1380             42  NorthAmerica  <=50K
## 512             0            0             30  NorthAmerica  <=50K
## 513             0            0             45  NorthAmerica  <=50K
## 514             0            0             50  NorthAmerica   >50K
## 515             0            0             45  NorthAmerica  <=50K
## 516             0            0             38  NorthAmerica  <=50K
## 517             0            0             20  NorthAmerica  <=50K
## 518             0            0             24  NorthAmerica  <=50K
## 519             0            0             35  NorthAmerica  <=50K
## 520             0            0             50  NorthAmerica   >50K
## 521         15024            0             80  NorthAmerica   >50K
## 522          7688            0             50  NorthAmerica   >50K
## 523             0            0             50  NorthAmerica  <=50K
## 524             0            0             45  NorthAmerica   >50K
## 525             0            0             58  NorthAmerica   >50K
## 526             0            0             40  NorthAmerica  <=50K
## 527             0            0             40  NorthAmerica   >50K
## 528             0            0              9  NorthAmerica  <=50K
## 529             0            0             50  NorthAmerica  <=50K
## 530             0            0             40  NorthAmerica  <=50K
## 531             0            0             46   USTerritory  <=50K
## 532             0            0             40  NorthAmerica  <=50K
## 533             0            0             40  NorthAmerica  <=50K
## 534             0            0             50  NorthAmerica   >50K
## 535         20051            0             48  NorthAmerica   >50K
## 536             0            0             50  NorthAmerica  <=50K
## 537             0            0             30  NorthAmerica  <=50K
## 538             0            0             40  NorthAmerica  <=50K
## 539             0            0             45  NorthAmerica  <=50K
## 540             0            0             40  NorthAmerica  <=50K
## 541             0            0             40  NorthAmerica  <=50K
## 542             0            0             40  NorthAmerica  <=50K
## 543             0            0             40  NorthAmerica  <=50K
## 544             0            0             40  NorthAmerica  <=50K
## 545             0            0             50  NorthAmerica  <=50K
## 546             0            0             45  NorthAmerica  <=50K
## 547             0            0              8  NorthAmerica  <=50K
## 548             0            0             40  NorthAmerica  <=50K
## 549             0            0             36  NorthAmerica  <=50K
## 550             0            0             40  NorthAmerica  <=50K
## 551             0            0             50  NorthAmerica  <=50K
## 552             0            0             40  NorthAmerica  <=50K
## 553             0            0             40  NorthAmerica  <=50K
## 554             0            0             40  NorthAmerica  <=50K
## 555             0            0             40  NorthAmerica   >50K
## 556             0            0             40  NorthAmerica  <=50K
## 557             0            0             40  NorthAmerica  <=50K
## 558             0            0             20  CentrAmerica  <=50K
## 559             0            0             32  NorthAmerica  <=50K
## 560             0            0             40  NorthAmerica  <=50K
## 561             0            0             55  NorthAmerica  <=50K
## 562             0            0             35  NorthAmerica   >50K
## 563             0            0             50  NorthAmerica   >50K
## 564             0            0             40  NorthAmerica  <=50K
## 565             0            0             60  NorthAmerica   >50K
## 566             0            0             48  NorthAmerica  <=50K
## 567          5013            0             45  NorthAmerica  <=50K
## 568             0            0             40  NorthAmerica  <=50K
## 569             0            0             35  NorthAmerica  <=50K
## 570             0            0             42  NorthAmerica  <=50K
## 571             0            0             40  NorthAmerica  <=50K
## 572             0            0             40  NorthAmerica  <=50K
## 573             0            0             12  NorthAmerica  <=50K
## 574             0         1977             40  NorthAmerica   >50K
## 575             0            0             70  NorthAmerica  <=50K
## 576             0            0             40  NorthAmerica   >50K
## 577             0            0             25  NorthAmerica  <=50K
## 578             0            0             35  NorthAmerica  <=50K
## 579             0            0             40  NorthAmerica  <=50K
## 580             0            0             45  NorthAmerica  <=50K
## 581             0            0             30  NorthAmerica   >50K
## 582             0            0             40  NorthAmerica   >50K
## 583             0            0             40  NorthAmerica  <=50K
## 584             0            0             40  NorthAmerica  <=50K
## 585             0            0             40  NorthAmerica  <=50K
## 586             0            0             24  NorthAmerica  <=50K
## 587             0            0             60  NorthAmerica  <=50K
## 588             0            0             40  NorthAmerica  <=50K
## 589             0         1887             47  NorthAmerica   >50K
## 590             0            0             80  NorthAmerica  <=50K
## 591             0            0             40  NorthAmerica  <=50K
## 592             0            0             40  NorthAmerica  <=50K
## 593             0            0             48  NorthAmerica   >50K
## 594          7688            0             40  NorthAmerica   >50K
## 595             0            0             40  NorthAmerica  <=50K
## 596             0            0             40  NorthAmerica  <=50K
## 597             0            0             25  NorthAmerica  <=50K
## 598             0         1902             50  NorthAmerica   >50K
## 599          2174            0             40  NorthAmerica  <=50K
## 600             0            0             45  NorthAmerica  <=50K
## 601             0            0             40  NorthAmerica  <=50K
## 602             0            0             28  NorthAmerica  <=50K
## 603             0            0             40  NorthAmerica  <=50K
## 604             0            0             40  NorthAmerica  <=50K
## 605             0            0             40  NorthAmerica  <=50K
## 606             0            0             37  NorthAmerica  <=50K
## 607             0            0             40  NorthAmerica   >50K
## 608             0            0             40  NorthAmerica  <=50K
## 609             0            0             40  NorthAmerica  <=50K
## 610             0            0             21  NorthAmerica  <=50K
## 611          6849            0             60  NorthAmerica  <=50K
## 612             0            0             40  NorthAmerica  <=50K
## 613             0            0             50  NorthAmerica  <=50K
## 614          1055            0             40  NorthAmerica  <=50K
## 615             0            0             20  NorthAmerica  <=50K
## 616             0            0             60  NorthAmerica  <=50K
## 617             0            0             45  NorthAmerica  <=50K
## 618             0            0             32  NorthAmerica  <=50K
## 619             0            0             55  NorthAmerica  <=50K
## 620         15024            0             45  NorthAmerica   >50K
## 621             0            0             20  NorthAmerica  <=50K
## 622             0            0             20  NorthAmerica  <=50K
## 623             0            0             24  NorthAmerica  <=50K
## 624             0            0             55  NorthAmerica  <=50K
## 625             0            0             40  CentrAmerica  <=50K
## 626             0            0             60  NorthAmerica  <=50K
## 627             0            0             45  NorthAmerica   >50K
## 628             0            0             64  NorthAmerica  <=50K
## 629             0            0             40  NorthAmerica   >50K
## 630             0            0             26  NorthAmerica   >50K
## 631             0            0             40  NorthAmerica  <=50K
## 632             0            0             40  NorthAmerica  <=50K
## 633         15024            0             60  NorthAmerica   >50K
## 634             0            0             40  NorthAmerica   >50K
## 635             0            0             60  NorthAmerica  <=50K
## 636             0            0             14  NorthAmerica  <=50K
## 637             0            0             40  NorthAmerica  <=50K
## 638         15024            0             60  NorthAmerica   >50K
## 639             0            0             50  CentrAmerica  <=50K
## 640             0            0             60  NorthAmerica   >50K
## 641             0            0             55  NorthAmerica  <=50K
## 642             0            0             40  NorthAmerica  <=50K
## 643             0            0             40  NorthAmerica  <=50K
## 644          5178            0             50  NorthAmerica   >50K
## 645             0            0             45  NorthAmerica  <=50K
## 646             0            0             40  NorthAmerica   >50K
## 647             0            0             40  NorthAmerica  <=50K
## 648             0            0             15  NorthAmerica  <=50K
## 649             0            0             50  NorthAmerica  <=50K
## 650             0            0             40  NorthAmerica   >50K
## 651             0            0             20  NorthAmerica  <=50K
## 652          4101            0             50  NorthAmerica  <=50K
## 653             0            0             40         EAsia   >50K
## 654             0            0             45  NorthAmerica  <=50K
## 655             0            0             32  NorthAmerica  <=50K
## 656             0            0             40         EAsia  <=50K
## 657          1111            0             15  NorthAmerica  <=50K
## 658             0            0             45  NorthAmerica  <=50K
## 659             0            0             35  NorthAmerica  <=50K
## 660             0            0             40  NorthAmerica   >50K
## 661             0            0             40  NorthAmerica   >50K
## 662             0            0             60  NorthAmerica  <=50K
## 663             0            0             40  NorthAmerica  <=50K
## 664             0            0             38  NorthAmerica  <=50K
## 665             0            0             25  NorthAmerica  <=50K
## 666          8614            0             40  NorthAmerica   >50K
## 667          3411            0             40  NorthAmerica  <=50K
## 668             0            0             40  NorthAmerica   >50K
## 669             0         1762             40  SouthAmerica  <=50K
## 670             0         1721             40  NorthAmerica  <=50K
## 671             0            0             40  NorthAmerica  <=50K
## 672             0            0             20  NorthAmerica  <=50K
## 673             0            0             10  NorthAmerica  <=50K
## 674             0            0             40  NorthAmerica   >50K
## 675             0            0             50  NorthAmerica   >50K
## 676          2597            0             40  NorthAmerica  <=50K
## 677             0            0             16  NorthAmerica  <=50K
## 678             0            0             40  NorthAmerica  <=50K
## 679             0            0             45  NorthAmerica  <=50K
## 680             0            0             50  NorthAmerica  <=50K
## 681             0            0             48  NorthAmerica  <=50K
## 682             0            0             40        Europe   >50K
## 683             0            0             40  NorthAmerica   >50K
## 684             0            0             40  NorthAmerica  <=50K
## 685             0            0              5  NorthAmerica  <=50K
## 686             0            0             40  NorthAmerica  <=50K
## 687             0            0              4  NorthAmerica  <=50K
## 688             0            0             55  NorthAmerica  <=50K
## 689             0            0             35  CentrAmerica  <=50K
## 690             0            0             30  NorthAmerica  <=50K
## 691             0            0             40  NorthAmerica  <=50K
## 692             0            0             45  NorthAmerica  <=50K
## 693             0            0             50  NorthAmerica  <=50K
## 694             0            0             20  NorthAmerica  <=50K
## 695             0            0             20  NorthAmerica  <=50K
## 696             0            0             45  NorthAmerica  <=50K
## 697             0            0             60  NorthAmerica   >50K
## 698             0         1902             40  NorthAmerica   >50K
## 699             0            0             40        Europe  <=50K
## 700             0            0             20  NorthAmerica  <=50K
## 701             0            0             50  NorthAmerica  <=50K
## 702             0         1380             40  CentrAmerica  <=50K
## 703             0            0             30  NorthAmerica  <=50K
## 704             0            0             40  NorthAmerica  <=50K
## 705         25236            0             65  NorthAmerica   >50K
## 706             0            0             50  NorthAmerica   >50K
## 707             0            0             40  CentrAmerica  <=50K
## 708             0            0             40  NorthAmerica  <=50K
## 709             0            0             35  NorthAmerica  <=50K
## 710             0            0             25  NorthAmerica  <=50K
## 711             0            0             40  NorthAmerica  <=50K
## 712             0            0             40  NorthAmerica  <=50K
## 713             0            0             40  CentrAmerica  <=50K
## 714          4386            0             40  NorthAmerica  <=50K
## 715             0            0             35  CentrAmerica  <=50K
## 716             0            0             40  NorthAmerica  <=50K
## 717             0            0             40  NorthAmerica  <=50K
## 718             0            0             40  NorthAmerica  <=50K
## 719             0            0             15  NorthAmerica  <=50K
## 720             0            0             45  NorthAmerica   >50K
## 721             0            0             40  NorthAmerica  <=50K
## 722             0         2051             60  NorthAmerica  <=50K
## 723          4650            0             40  NorthAmerica  <=50K
## 724             0            0             42  NorthAmerica   >50K
## 725          7298            0             45  NorthAmerica   >50K
## 726             0            0             40  CentrAmerica   >50K
## 727             0            0             40  NorthAmerica  <=50K
## 728             0            0             20  NorthAmerica  <=50K
## 729             0            0             40  NorthAmerica  <=50K
## 730          9386            0             59  CentrAmerica   >50K
## 731             0            0             24  NorthAmerica  <=50K
## 732             0            0             40  NorthAmerica  <=50K
## 733             0         2377             45  NorthAmerica  <=50K
## 734             0            0             15  NorthAmerica  <=50K
## 735             0            0             40  NorthAmerica  <=50K
## 736          2407            0             40  NorthAmerica  <=50K
## 737             0            0             36  NorthAmerica  <=50K
## 738             0            0             50  NorthAmerica  <=50K
## 739           594            0             20  NorthAmerica  <=50K
## 740             0            0             40  NorthAmerica   >50K
## 741             0            0             25  NorthAmerica  <=50K
## 742             0            0             72  NorthAmerica  <=50K
## 743         14084            0             50  NorthAmerica   >50K
## 744             0            0             40  NorthAmerica  <=50K
## 745             0            0             20  NorthAmerica  <=50K
## 746             0            0             40  NorthAmerica   >50K
## 747          7688            0             40  NorthAmerica   >50K
## 748             0            0             40  NorthAmerica  <=50K
## 749             0            0             40  CentrAmerica  <=50K
## 750             0            0             37  NorthAmerica  <=50K
## 751          7688            0             40  NorthAmerica   >50K
## 752             0            0             20  NorthAmerica  <=50K
## 753             0            0             40  NorthAmerica  <=50K
## 754             0            0             50  NorthAmerica  <=50K
## 755             0            0             40  NorthAmerica  <=50K
## 756             0            0             38  NorthAmerica  <=50K
## 757             0            0             40  NorthAmerica   >50K
## 758             0            0             45  NorthAmerica  <=50K
## 759             0            0             40  NorthAmerica   >50K
## 760             0            0             40  NorthAmerica  <=50K
## 761             0            0             18  NorthAmerica  <=50K
## 762             0            0             38  NorthAmerica   >50K
## 763             0            0             40        Europe  <=50K
## 764             0            0             70  NorthAmerica   >50K
## 765             0            0             55  NorthAmerica   >50K
## 766             0            0             42  NorthAmerica  <=50K
## 767             0            0             40  NorthAmerica  <=50K
## 768             0            0             30        Europe  <=50K
## 769             0            0             50  NorthAmerica  <=50K
## 770             0            0             40  NorthAmerica  <=50K
## 771             0            0             38  NorthAmerica  <=50K
## 772             0            0             32  CentrAmerica  <=50K
## 773             0            0             55  NorthAmerica  <=50K
## 774             0            0             24  NorthAmerica   >50K
## 775             0            0             38  NorthAmerica  <=50K
## 776             0            0             56  NorthAmerica  <=50K
## 777             0            0             40  NorthAmerica  <=50K
## 778             0            0             40  CentrAmerica  <=50K
## 779             0            0             50  NorthAmerica   >50K
## 780             0            0             40  NorthAmerica  <=50K
## 781             0            0             40  CentrAmerica  <=50K
## 782             0         1669             42  NorthAmerica  <=50K
## 783             0            0             50  NorthAmerica   >50K
## 784             0            0             60  NorthAmerica  <=50K
## 785             0            0             55  NorthAmerica   >50K
## 786             0            0             38  NorthAmerica  <=50K
## 787             0         2352             50  NorthAmerica  <=50K
## 788             0            0             30  NorthAmerica  <=50K
## 789             0            0             16  NorthAmerica  <=50K
## 790          1055            0             40  NorthAmerica  <=50K
## 791             0            0             50  NorthAmerica   >50K
## 792             0            0             40  NorthAmerica  <=50K
## 793             0            0             33  NorthAmerica  <=50K
## 794          2463            0             40  NorthAmerica  <=50K
## 795             0            0             60  NorthAmerica   >50K
## 796             0            0             20  NorthAmerica  <=50K
## 797             0            0             40  NorthAmerica  <=50K
## 798             0            0             40  NorthAmerica  <=50K
## 799             0            0             35  NorthAmerica   >50K
## 800             0         1902             40        Europe   >50K
## 801             0            0             40  NorthAmerica  <=50K
## 802             0         1721             30  NorthAmerica  <=50K
## 803             0            0             20  NorthAmerica  <=50K
## 804             0            0             38  NorthAmerica  <=50K
## 805             0            0             20  NorthAmerica  <=50K
## 806          5178            0             48  NorthAmerica   >50K
## 807             0            0             40  NorthAmerica  <=50K
## 808          3103            0             47  NorthAmerica   >50K
## 809             0            0             40  NorthAmerica   >50K
## 810             0            0             30  NorthAmerica  <=50K
## 811             0            0             36  NorthAmerica  <=50K
## 812             0            0             40  NorthAmerica  <=50K
## 813             0            0             45  NorthAmerica  <=50K
## 814             0            0             40  NorthAmerica  <=50K
## 815             0            0             20  NorthAmerica  <=50K
## 816             0            0             75        Europe  <=50K
## 817             0            0             60  NorthAmerica  <=50K
## 818             0            0             50  NorthAmerica   >50K
## 819             0            0             45  NorthAmerica  <=50K
## 820             0            0             50  NorthAmerica   >50K
## 821             0            0             40  NorthAmerica  <=50K
## 822             0            0             46  NorthAmerica  <=50K
## 823             0            0             40  NorthAmerica  <=50K
## 824             0            0             40  NorthAmerica  <=50K
## 825             0         1672             60  NorthAmerica  <=50K
## 826             0          653             42  NorthAmerica   >50K
## 827             0            0             40  NorthAmerica  <=50K
## 828             0            0             24  NorthAmerica  <=50K
## 829             0            0             25  NorthAmerica  <=50K
## 830             0            0             40  NorthAmerica  <=50K
## 831             0            0             15  NorthAmerica  <=50K
## 832          4386            0             40  NorthAmerica   >50K
## 833             0            0             40  NorthAmerica  <=50K
## 834             0            0             40  NorthAmerica  <=50K
## 835             0            0             24  NorthAmerica  <=50K
## 836             0            0             40  NorthAmerica  <=50K
## 837             0            0             40  NorthAmerica  <=50K
## 838             0            0             50  NorthAmerica   >50K
## 839             0            0             50  NorthAmerica  <=50K
## 840             0            0              6  NorthAmerica  <=50K
## 841             0            0             20  NorthAmerica  <=50K
## 842             0            0             50  NorthAmerica  <=50K
## 843             0            0             40  NorthAmerica   >50K
## 844             0            0             48  NorthAmerica  <=50K
## 845          4386            0             40  NorthAmerica   >50K
## 846             0            0             40  NorthAmerica  <=50K
## 847             0            0             50  NorthAmerica  <=50K
## 848             0            0             45  NorthAmerica   >50K
## 849             0            0             40  NorthAmerica  <=50K
## 850             0            0             18  NorthAmerica  <=50K
## 851             0            0             40  NorthAmerica   >50K
## 852             0            0             55  NorthAmerica  <=50K
## 853             0            0             50  NorthAmerica  <=50K
## 854             0            0             40  NorthAmerica  <=50K
## 855             0            0             50  NorthAmerica   >50K
## 856             0            0             40  NorthAmerica  <=50K
## 857             0            0             40  NorthAmerica  <=50K
## 858             0            0             40  NorthAmerica   >50K
## 859             0            0             40  NorthAmerica  <=50K
## 860             0            0             56  NorthAmerica   >50K
## 861             0            0             20  NorthAmerica  <=50K
## 862             0            0             40  NorthAmerica  <=50K
## 863             0            0             50  NorthAmerica  <=50K
## 864             0            0             70  NorthAmerica  <=50K
## 865             0            0             40  NorthAmerica  <=50K
## 866             0            0             15  NorthAmerica  <=50K
## 867             0            0             40  NorthAmerica  <=50K
## 868             0            0             28  NorthAmerica  <=50K
## 869             0            0             50  NorthAmerica   >50K
## 870             0            0             40  NorthAmerica  <=50K
## 871             0            0             40  NorthAmerica   >50K
## 872             0            0             50  NorthAmerica  <=50K
## 873         10605            0             40  NorthAmerica   >50K
## 874             0         2415             40         EAsia   >50K
## 875             0            0             25  NorthAmerica  <=50K
## 876             0            0             60  NorthAmerica   >50K
## 877             0            0              7  NorthAmerica  <=50K
## 878             0            0             40  NorthAmerica  <=50K
## 879             0            0             40  NorthAmerica   >50K
## 880             0            0             30  NorthAmerica  <=50K
## 881             0            0             40  NorthAmerica  <=50K
## 882             0            0             40         EAsia   >50K
## 883             0            0             70  NorthAmerica  <=50K
## 884             0            0             50  NorthAmerica   >50K
## 885             0            0             60  NorthAmerica  <=50K
## 886             0            0             15  NorthAmerica  <=50K
## 887             0            0             28  NorthAmerica  <=50K
## 888             0            0             60  CentrAmerica  <=50K
## 889             0            0             40  NorthAmerica  <=50K
## 890          2174            0             45  NorthAmerica  <=50K
## 891             0            0             30  NorthAmerica  <=50K
## 892             0            0             40  NorthAmerica  <=50K
## 893             0            0             40         SAsia  <=50K
## 894          7688            0             50  NorthAmerica   >50K
## 895             0            0             65  NorthAmerica   >50K
## 896             0            0             40  NorthAmerica  <=50K
## 897             0            0             55  NorthAmerica  <=50K
## 898             0            0             50  NorthAmerica  <=50K
## 899             0            0             45  NorthAmerica   >50K
## 900             0            0             40  NorthAmerica  <=50K
## 901             0            0             55  NorthAmerica  <=50K
## 902             0            0             20  NorthAmerica  <=50K
## 903             0            0             40  NorthAmerica  <=50K
## 904             0            0             40  NorthAmerica  <=50K
## 905             0            0             45  NorthAmerica  <=50K
## 906             0            0             38  NorthAmerica  <=50K
## 907             0            0             52  NorthAmerica  <=50K
## 908             0            0             15  NorthAmerica  <=50K
## 909             0            0             10  NorthAmerica  <=50K
## 910             0            0             40  NorthAmerica  <=50K
## 911             0            0             30  NorthAmerica  <=50K
## 912             0            0             44  NorthAmerica  <=50K
## 913             0            0             60  NorthAmerica  <=50K
## 914             0            0             40  NorthAmerica  <=50K
## 915             0            0             40  NorthAmerica  <=50K
## 916         15024            0             45  NorthAmerica   >50K
## 917             0            0             50  SouthAmerica  <=50K
## 918             0            0             40  NorthAmerica   >50K
## 919             0            0             30  NorthAmerica  <=50K
## 920             0            0             20  NorthAmerica  <=50K
## 921             0            0             25  NorthAmerica  <=50K
## 922             0            0             40  NorthAmerica  <=50K
## 923             0            0             38  NorthAmerica  <=50K
## 924             0            0             40  NorthAmerica  <=50K
## 925             0            0              5  NorthAmerica  <=50K
## 926             0            0             40  NorthAmerica  <=50K
## 927             0            0             40  NorthAmerica  <=50K
## 928             0            0             60  NorthAmerica   >50K
## 929             0            0             42  NorthAmerica  <=50K
## 930             0            0             40  CentrAmerica  <=50K
## 931             0            0             55  NorthAmerica  <=50K
## 932             0            0             10  NorthAmerica  <=50K
## 933             0            0             40  NorthAmerica  <=50K
## 934             0            0             40  NorthAmerica  <=50K
## 935          3103            0             44  NorthAmerica   >50K
## 936             0            0             99  NorthAmerica   >50K
## 937             0            0             25  NorthAmerica  <=50K
## 938             0         2415             40  NorthAmerica   >50K
## 939             0            0             30  NorthAmerica  <=50K
## 940             0            0             40  NorthAmerica   >50K
## 941             0            0             40  NorthAmerica  <=50K
## 942             0            0             40  NorthAmerica  <=50K
## 943             0            0             40  NorthAmerica   >50K
## 944             0            0             45  NorthAmerica  <=50K
## 945             0            0             40  NorthAmerica  <=50K
## 946             0            0             35  NorthAmerica  <=50K
## 947             0            0             40  NorthAmerica  <=50K
## 948             0         1977             45  NorthAmerica   >50K
## 949             0            0             35  NorthAmerica  <=50K
## 950             0            0             40  NorthAmerica  <=50K
## 951             0            0             40  NorthAmerica   >50K
## 952             0            0             43  NorthAmerica   >50K
## 953             0            0             40  NorthAmerica  <=50K
## 954             0            0             20  NorthAmerica  <=50K
## 955             0            0             40  NorthAmerica  <=50K
## 956             0            0             30  CentrAmerica  <=50K
## 957             0            0             70  NorthAmerica   >50K
## 958             0            0             40  NorthAmerica  <=50K
## 959             0            0             40  NorthAmerica   >50K
## 960             0            0             40  NorthAmerica   >50K
## 961             0            0             45  NorthAmerica  <=50K
## 962             0            0             38  NorthAmerica  <=50K
## 963             0            0             70  NorthAmerica  <=50K
## 964             0            0             40  NorthAmerica  <=50K
## 965             0            0             40  NorthAmerica  <=50K
## 966             0            0             20  NorthAmerica  <=50K
## 967             0            0             60  NorthAmerica   >50K
## 968             0            0             20  NorthAmerica  <=50K
## 969             0            0             40         SAsia   >50K
## 970             0            0             20  NorthAmerica  <=50K
## 971             0            0             35  NorthAmerica   >50K
## 972             0            0             35  NorthAmerica  <=50K
## 973             0         2392             40  NorthAmerica   >50K
## 974             0            0             40  NorthAmerica  <=50K
## 975             0            0             70  NorthAmerica  <=50K
## 976             0            0             40  NorthAmerica  <=50K
## 977          4101            0             40  NorthAmerica  <=50K
## 978             0            0             35  NorthAmerica   >50K
## 979          2964            0             40  NorthAmerica  <=50K
## 980             0            0             40  NorthAmerica  <=50K
## 981             0            0             44  NorthAmerica  <=50K
## 982             0            0             40  NorthAmerica  <=50K
## 983             0            0             40  NorthAmerica  <=50K
## 984             0            0             42  NorthAmerica  <=50K
## 985             0            0             40  NorthAmerica   >50K
## 986             0            0             20  NorthAmerica  <=50K
## 987             0            0             35  NorthAmerica  <=50K
## 988             0            0             40  NorthAmerica  <=50K
## 989             0            0             40  NorthAmerica  <=50K
## 990          3325            0             40  NorthAmerica  <=50K
## 991             0         1504             40  NorthAmerica  <=50K
## 992             0            0             40  NorthAmerica  <=50K
## 993             0            0             30  NorthAmerica  <=50K
## 994             0            0             50  NorthAmerica   >50K
## 995             0            0             45  NorthAmerica  <=50K
## 996             0            0             55  NorthAmerica   >50K
## 997             0            0             45  NorthAmerica  <=50K
## 998             0            0             58  NorthAmerica   >50K
## 999          2580            0             40  NorthAmerica  <=50K
## 1000        15024            0             50  NorthAmerica   >50K
## 1001            0            0             40  NorthAmerica  <=50K
## 1002            0         1902             65  NorthAmerica   >50K
## 1003            0            0             40  NorthAmerica   >50K
## 1004            0            0             60  NorthAmerica  <=50K
## 1005            0            0             16  NorthAmerica  <=50K
## 1006            0            0             40  NorthAmerica  <=50K
## 1007            0            0             40  NorthAmerica  <=50K
## 1008            0            0             40  NorthAmerica   >50K
## 1009        15024            0             52  NorthAmerica   >50K
## 1010            0            0             50        Europe  <=50K
## 1011            0            0             40  NorthAmerica  <=50K
## 1012            0            0             40  NorthAmerica  <=50K
## 1013         3103            0             40  NorthAmerica   >50K
## 1014            0            0             44  NorthAmerica   >50K
## 1015            0            0             25  NorthAmerica  <=50K
## 1016            0            0             40  NorthAmerica  <=50K
## 1017            0            0             40  NorthAmerica   >50K
## 1018            0            0             32  NorthAmerica  <=50K
## 1019            0            0             40  NorthAmerica  <=50K
## 1020            0            0             30  NorthAmerica  <=50K
## 1021            0            0             50         EAsia  <=50K
## 1022            0            0             35  NorthAmerica   >50K
## 1023            0            0             30  NorthAmerica  <=50K
## 1024            0            0             40  NorthAmerica  <=50K
## 1025            0            0             40  NorthAmerica  <=50K
## 1026            0            0             50        Europe  <=50K
## 1027            0            0             45  CentrAmerica  <=50K
## 1028            0            0             55  NorthAmerica   >50K
## 1029            0            0             40  NorthAmerica  <=50K
## 1030            0            0             50         SAsia  <=50K
## 1031            0            0             40  NorthAmerica  <=50K
## 1032            0         1719             20  NorthAmerica  <=50K
## 1033            0            0             40  NorthAmerica  <=50K
## 1034            0            0             40  NorthAmerica  <=50K
## 1035            0            0              2  NorthAmerica  <=50K
## 1036            0         2001             40  NorthAmerica  <=50K
## 1037         1409            0              1  CentrAmerica  <=50K
## 1038            0            0             75  NorthAmerica  <=50K
## 1039            0            0             30  NorthAmerica  <=50K
## 1040            0            0              8  NorthAmerica  <=50K
## 1041            0            0             40  NorthAmerica  <=50K
## 1042            0            0             40  NorthAmerica  <=50K
## 1043            0            0             40  NorthAmerica  <=50K
## 1044         7688            0             60  NorthAmerica   >50K
## 1045            0            0             37  NorthAmerica  <=50K
## 1046            0            0             55  NorthAmerica  <=50K
## 1047            0            0             20  NorthAmerica  <=50K
## 1048            0            0             40  NorthAmerica  <=50K
## 1049            0            0             50  NorthAmerica  <=50K
## 1050            0         1902             50  NorthAmerica   >50K
## 1051            0            0             40  NorthAmerica  <=50K
## 1052            0            0             40  NorthAmerica   >50K
## 1053         7298            0             40  NorthAmerica   >50K
## 1054            0            0             55  NorthAmerica   >50K
## 1055            0            0             40         SAsia  <=50K
## 1056            0            0             40  NorthAmerica  <=50K
## 1057            0            0             75  NorthAmerica  <=50K
## 1058            0            0             40  NorthAmerica  <=50K
## 1059            0         1902             40  NorthAmerica   >50K
## 1060            0            0             47  NorthAmerica   >50K
## 1061            0            0             35  NorthAmerica  <=50K
## 1062         3471            0             40  NorthAmerica  <=50K
## 1063            0            0             32  NorthAmerica  <=50K
## 1064            0            0             40  NorthAmerica  <=50K
## 1065            0            0             80  NorthAmerica   >50K
## 1066            0            0             40  NorthAmerica  <=50K
## 1067            0         1977             80  NorthAmerica   >50K
## 1068            0            0             40  NorthAmerica  <=50K
## 1069            0            0             50  NorthAmerica  <=50K
## 1070            0            0             60  NorthAmerica  <=50K
## 1071            0            0             20  NorthAmerica  <=50K
## 1072            0         1902             40  NorthAmerica   >50K
## 1073            0            0             50  NorthAmerica   >50K
## 1074            0         1902             46  NorthAmerica   >50K
## 1075            0            0             15  NorthAmerica  <=50K
## 1076            0            0             20  NorthAmerica  <=50K
## 1077            0         1590             40  NorthAmerica  <=50K
## 1078            0            0             50         EAsia  <=50K
## 1079            0            0             40  NorthAmerica  <=50K
## 1080            0            0             40  NorthAmerica   >50K
## 1081            0            0             40  NorthAmerica  <=50K
## 1082            0            0             35  NorthAmerica  <=50K
## 1083            0            0             60  NorthAmerica  <=50K
## 1084            0            0             40  NorthAmerica   >50K
## 1085            0            0             40  NorthAmerica  <=50K
## 1086            0            0             40  NorthAmerica  <=50K
## 1087            0            0             40  NorthAmerica  <=50K
## 1088            0            0             35  NorthAmerica  <=50K
## 1089         7298            0             52  NorthAmerica   >50K
## 1090            0            0             28  NorthAmerica  <=50K
## 1091            0            0             40  NorthAmerica   >50K
## 1092            0            0             50  NorthAmerica   >50K
## 1093            0            0             60         EAsia  <=50K
## 1094            0            0             40  NorthAmerica  <=50K
## 1095            0            0             40  NorthAmerica  <=50K
## 1096            0            0             20         SAsia  <=50K
## 1097            0            0             40  NorthAmerica  <=50K
## 1098            0            0             40  NorthAmerica  <=50K
## 1099            0         1977             25  NorthAmerica   >50K
## 1100            0            0             40  NorthAmerica  <=50K
## 1101            0            0              8  NorthAmerica  <=50K
## 1102            0            0             60  NorthAmerica   >50K
## 1103            0         1651             40  NorthAmerica  <=50K
## 1104            0            0             50  NorthAmerica  <=50K
## 1105            0            0             25  NorthAmerica   >50K
## 1106            0            0             33  NorthAmerica  <=50K
## 1107            0            0             47  NorthAmerica  <=50K
## 1108            0            0             25  NorthAmerica  <=50K
## 1109         3103            0             40  NorthAmerica   >50K
## 1110            0            0             55  NorthAmerica  <=50K
## 1111            0            0             45  NorthAmerica   >50K
## 1112            0            0             45  NorthAmerica   >50K
## 1113            0            0             38  NorthAmerica  <=50K
## 1114            0            0             40  NorthAmerica  <=50K
## 1115            0            0             40  NorthAmerica  <=50K
## 1116            0         2415             70  CentrAmerica   >50K
## 1117            0            0             40  NorthAmerica  <=50K
## 1118            0            0             50  NorthAmerica  <=50K
## 1119            0            0             40  NorthAmerica   >50K
## 1120            0            0             40         EAsia  <=50K
## 1121            0            0             40  NorthAmerica  <=50K
## 1122         4865            0             40  NorthAmerica  <=50K
## 1123            0            0             38  NorthAmerica  <=50K
## 1124            0            0             40  NorthAmerica  <=50K
## 1125            0            0             35  NorthAmerica  <=50K
## 1126            0            0             40  NorthAmerica  <=50K
## 1127            0            0             50  NorthAmerica   >50K
## 1128            0            0             40  NorthAmerica  <=50K
## 1129            0            0             45  NorthAmerica  <=50K
## 1130            0            0             45  NorthAmerica  <=50K
## 1131            0            0             40  NorthAmerica  <=50K
## 1132            0            0             40  NorthAmerica  <=50K
## 1133            0            0             40  NorthAmerica  <=50K
## 1134            0            0             38  NorthAmerica  <=50K
## 1135            0            0             40  NorthAmerica  <=50K
## 1136            0            0             50  CentrAmerica   >50K
## 1137            0            0             45  NorthAmerica   >50K
## 1138            0            0             60  NorthAmerica   >50K
## 1139            0            0             53  NorthAmerica  <=50K
## 1140            0            0             35  NorthAmerica  <=50K
## 1141            0            0             20  NorthAmerica  <=50K
## 1142            0            0             45  NorthAmerica  <=50K
## 1143            0            0             40        Europe  <=50K
## 1144            0            0             37  NorthAmerica  <=50K
## 1145            0            0             60  NorthAmerica  <=50K
## 1146        15024            0             44  NorthAmerica   >50K
## 1147            0            0             60  NorthAmerica  <=50K
## 1148            0            0             50  NorthAmerica  <=50K
## 1149            0            0             35  NorthAmerica   >50K
## 1150         7298            0             40  NorthAmerica   >50K
## 1151            0            0             30  NorthAmerica  <=50K
## 1152            0            0             39  NorthAmerica  <=50K
## 1153            0            0             40  CentrAmerica  <=50K
## 1154            0            0             54  NorthAmerica  <=50K
## 1155            0            0             40  NorthAmerica  <=50K
## 1156            0            0             54  NorthAmerica  <=50K
## 1157            0            0             45  NorthAmerica   >50K
## 1158            0            0             50  NorthAmerica   >50K
## 1159            0            0             40  CentrAmerica  <=50K
## 1160            0            0             28  NorthAmerica  <=50K
## 1161         3411            0             40  NorthAmerica  <=50K
## 1162            0            0             40  NorthAmerica  <=50K
## 1163            0            0             60  NorthAmerica   >50K
## 1164            0            0             40  NorthAmerica   >50K
## 1165            0         1977             40  NorthAmerica   >50K
## 1166            0            0             40  NorthAmerica  <=50K
## 1167        10605            0             20  NorthAmerica   >50K
## 1168            0            0              8  NorthAmerica  <=50K
## 1169            0            0             40  NorthAmerica  <=50K
## 1170            0            0             40  NorthAmerica  <=50K
## 1171            0            0             43  NorthAmerica  <=50K
## 1172            0            0             40  NorthAmerica  <=50K
## 1173            0            0             99  NorthAmerica   >50K
## 1174            0            0             30  NorthAmerica  <=50K
## 1175            0            0             40  NorthAmerica  <=50K
## 1176            0            0             40  NorthAmerica   >50K
## 1177            0            0             30  NorthAmerica  <=50K
## 1178            0            0             48  NorthAmerica   >50K
## 1179            0            0             40  NorthAmerica  <=50K
## 1180            0            0             45  NorthAmerica  <=50K
## 1181            0            0             40  NorthAmerica   >50K
## 1182            0            0             45  NorthAmerica   >50K
## 1183            0            0             40  NorthAmerica  <=50K
## 1184            0            0             40  NorthAmerica  <=50K
## 1185            0            0             40  NorthAmerica  <=50K
## 1186            0            0             40  NorthAmerica  <=50K
## 1187            0            0             40  NorthAmerica  <=50K
## 1188            0            0             30  NorthAmerica  <=50K
## 1189            0            0             65  NorthAmerica  <=50K
## 1190            0            0             35  NorthAmerica  <=50K
## 1191            0            0             40  NorthAmerica  <=50K
## 1192            0            0             40  NorthAmerica   >50K
## 1193            0            0             60  NorthAmerica  <=50K
## 1194            0            0             40  NorthAmerica  <=50K
## 1195            0            0             25  NorthAmerica  <=50K
## 1196            0            0             40  NorthAmerica  <=50K
## 1197            0            0             60  NorthAmerica  <=50K
## 1198            0            0             55  NorthAmerica  <=50K
## 1199            0            0             40  CentrAmerica  <=50K
## 1200         4386            0             40  CentrAmerica  <=50K
## 1201            0            0             80  NorthAmerica   >50K
## 1202            0            0             50  NorthAmerica   >50K
## 1203            0            0             35  NorthAmerica  <=50K
## 1204            0            0             40  NorthAmerica   >50K
## 1205            0            0             40  NorthAmerica  <=50K
## 1206            0            0             40  NorthAmerica   >50K
## 1207            0            0             40  NorthAmerica  <=50K
## 1208            0            0             42  NorthAmerica   >50K
## 1209            0            0             30  NorthAmerica  <=50K
## 1210            0            0             45  NorthAmerica  <=50K
## 1211         5178            0             60  NorthAmerica   >50K
## 1212            0            0             62  NorthAmerica  <=50K
## 1213            0            0             20  NorthAmerica  <=50K
## 1214        15024            0             45  NorthAmerica   >50K
## 1215            0            0             16  NorthAmerica  <=50K
## 1216            0            0             40  NorthAmerica   >50K
## 1217         7688            0             40  NorthAmerica   >50K
## 1218            0            0             41         EAsia  <=50K
## 1219         4650            0             45  NorthAmerica  <=50K
## 1220            0            0             40  NorthAmerica   >50K
## 1221            0            0             40  NorthAmerica   >50K
## 1222            0            0             40  NorthAmerica  <=50K
## 1223            0            0             40  NorthAmerica  <=50K
## 1224            0            0             40  NorthAmerica  <=50K
## 1225            0            0             72  CentrAmerica   >50K
## 1226            0            0             40  NorthAmerica  <=50K
## 1227            0            0             60  NorthAmerica   >50K
## 1228            0            0             60  NorthAmerica  <=50K
## 1229            0            0             40        Europe  <=50K
## 1230            0            0             35  NorthAmerica  <=50K
## 1231            0         1902             40  NorthAmerica   >50K
## 1232            0            0             40  NorthAmerica  <=50K
## 1233            0            0             40  NorthAmerica  <=50K
## 1234            0            0             45  NorthAmerica  <=50K
## 1235            0            0             42  NorthAmerica  <=50K
## 1236            0            0             30  NorthAmerica  <=50K
## 1237            0            0             24  NorthAmerica  <=50K
## 1238            0            0             40  CentrAmerica  <=50K
## 1239            0            0             30  NorthAmerica  <=50K
## 1240            0            0             40  NorthAmerica  <=50K
## 1241            0            0             45  NorthAmerica   >50K
## 1242            0            0             25  NorthAmerica  <=50K
## 1243            0            0             40  NorthAmerica  <=50K
## 1244            0            0             59  NorthAmerica   >50K
## 1245            0            0             12  NorthAmerica  <=50K
## 1246            0            0             20  NorthAmerica  <=50K
## 1247        99999            0             60  NorthAmerica   >50K
## 1248            0            0             40  NorthAmerica  <=50K
## 1249            0            0             40  NorthAmerica  <=50K
## 1250            0            0             40  NorthAmerica  <=50K
## 1251        15024            0             50  NorthAmerica   >50K
## 1252            0            0             60  NorthAmerica  <=50K
## 1253            0            0             40  CentrAmerica  <=50K
## 1254            0            0             43  NorthAmerica  <=50K
## 1255            0         1762             40  NorthAmerica  <=50K
## 1256            0            0             40  NorthAmerica  <=50K
## 1257            0            0             50  NorthAmerica  <=50K
## 1258            0            0             50  NorthAmerica   >50K
## 1259            0            0             40  NorthAmerica   >50K
## 1260            0            0             40  NorthAmerica  <=50K
## 1261            0            0             40  NorthAmerica  <=50K
## 1262            0            0             48  NorthAmerica   >50K
## 1263            0            0              1  NorthAmerica  <=50K
## 1264            0            0             37  NorthAmerica  <=50K
## 1265            0            0             35  NorthAmerica  <=50K
## 1266            0            0             45  NorthAmerica  <=50K
## 1267            0         1887             40  NorthAmerica   >50K
## 1268            0            0             35  NorthAmerica  <=50K
## 1269            0            0             37  NorthAmerica  <=50K
## 1270            0            0             40  NorthAmerica  <=50K
## 1271            0            0             45  NorthAmerica  <=50K
## 1272            0            0             40  NorthAmerica  <=50K
## 1273            0            0             80  NorthAmerica  <=50K
## 1274            0            0             40  NorthAmerica  <=50K
## 1275            0            0             40  NorthAmerica  <=50K
## 1276            0            0             40  NorthAmerica   >50K
## 1277            0         1977             40  NorthAmerica   >50K
## 1278         6514            0              7  NorthAmerica   >50K
## 1279            0            0             35  NorthAmerica  <=50K
## 1280            0            0             40  NorthAmerica  <=50K
## 1281            0         1876             50  NorthAmerica  <=50K
## 1282            0            0             40         EAsia   >50K
## 1283            0            0             40  NorthAmerica   >50K
## 1284            0            0             10  NorthAmerica  <=50K
## 1285         5178            0             40  NorthAmerica   >50K
## 1286            0            0             40  NorthAmerica  <=50K
## 1287        15024            0             50  NorthAmerica   >50K
## 1288            0            0             40  NorthAmerica  <=50K
## 1289            0            0             45  NorthAmerica  <=50K
## 1290            0            0             40  NorthAmerica  <=50K
## 1291            0            0             40  NorthAmerica  <=50K
## 1292            0            0             30  CentrAmerica  <=50K
## 1293            0            0             65  NorthAmerica  <=50K
## 1294            0            0             35  NorthAmerica  <=50K
## 1295            0            0             40  NorthAmerica  <=50K
## 1296            0         1628             50  NorthAmerica  <=50K
## 1297            0            0             57  NorthAmerica  <=50K
## 1298            0            0             40  NorthAmerica  <=50K
## 1299            0            0             40  NorthAmerica  <=50K
## 1300            0            0             40  NorthAmerica  <=50K
## 1301            0            0             60  NorthAmerica  <=50K
## 1302            0            0             40         EAsia  <=50K
## 1303            0            0             40  NorthAmerica   >50K
## 1304            0            0             50  NorthAmerica  <=50K
## 1305            0            0             48  NorthAmerica  <=50K
## 1306            0            0             43  NorthAmerica   >50K
## 1307            0            0             40  NorthAmerica  <=50K
## 1308            0            0             40  NorthAmerica  <=50K
## 1309            0            0             45  NorthAmerica  <=50K
## 1310            0            0             40  NorthAmerica   >50K
## 1311            0            0             40  NorthAmerica  <=50K
## 1312            0            0             40  NorthAmerica  <=50K
## 1313            0            0             25  NorthAmerica  <=50K
## 1314            0            0             40  NorthAmerica  <=50K
## 1315            0            0             50  NorthAmerica   >50K
## 1316            0            0             40  NorthAmerica  <=50K
## 1317         7298            0             40  NorthAmerica   >50K
## 1318            0            0             55  NorthAmerica  <=50K
## 1319            0            0             40  NorthAmerica   >50K
## 1320            0            0             45  NorthAmerica   >50K
## 1321         1471            0             35  NorthAmerica  <=50K
## 1322            0            0             30  NorthAmerica  <=50K
## 1323            0            0             50  NorthAmerica   >50K
## 1324            0            0             24  NorthAmerica   >50K
## 1325            0            0             40  NorthAmerica   >50K
## 1326            0            0             20  NorthAmerica  <=50K
## 1327            0            0             40  CentrAmerica  <=50K
## 1328            0            0             40         SAsia   >50K
## 1329            0            0             20  NorthAmerica  <=50K
## 1330            0            0             40  NorthAmerica  <=50K
## 1331            0            0             40  NorthAmerica  <=50K
## 1332            0            0             40  NorthAmerica  <=50K
## 1333            0            0             35  NorthAmerica  <=50K
## 1334            0            0             60  NorthAmerica  <=50K
## 1335            0            0             40  NorthAmerica   >50K
## 1336         3674            0             16  NorthAmerica  <=50K
## 1337            0            0             40  NorthAmerica  <=50K
## 1338            0            0             40  NorthAmerica   >50K
## 1339         2329            0             16  NorthAmerica  <=50K
## 1340            0            0             40  NorthAmerica  <=50K
## 1341            0            0             40  NorthAmerica  <=50K
## 1342            0            0             40  NorthAmerica  <=50K
## 1343            0            0             40  NorthAmerica  <=50K
## 1344            0            0             40  NorthAmerica  <=50K
## 1345            0            0             40  NorthAmerica  <=50K
## 1346            0            0             40  NorthAmerica  <=50K
## 1347            0            0             50        Europe   >50K
## 1348            0            0             30  NorthAmerica  <=50K
## 1349            0            0             60  CentrAmerica   >50K
## 1350         3411            0             50  NorthAmerica  <=50K
## 1351            0            0             50  NorthAmerica   >50K
## 1352         7688            0             50  NorthAmerica   >50K
## 1353            0            0             40  NorthAmerica  <=50K
## 1354            0            0             40  NorthAmerica  <=50K
## 1355            0            0             40  NorthAmerica  <=50K
## 1356            0         1848             60  NorthAmerica   >50K
## 1357            0            0             55  NorthAmerica  <=50K
## 1358            0            0             37  NorthAmerica  <=50K
## 1359            0            0             50  NorthAmerica  <=50K
## 1360            0            0             40  NorthAmerica  <=50K
## 1361            0            0             41  NorthAmerica  <=50K
## 1362            0            0             40  NorthAmerica   >50K
## 1363            0            0             24  NorthAmerica  <=50K
## 1364            0            0             40        Europe  <=50K
## 1365            0            0             40  NorthAmerica  <=50K
## 1366            0            0             40  NorthAmerica  <=50K
## 1367            0            0             40  NorthAmerica  <=50K
## 1368            0            0             40  NorthAmerica  <=50K
## 1369        99999            0             40         EAsia   >50K
## 1370            0            0             40  NorthAmerica  <=50K
## 1371            0            0             40  NorthAmerica  <=50K
## 1372            0            0              6  NorthAmerica  <=50K
## 1373            0            0             30        Europe  <=50K
## 1374            0            0             52  NorthAmerica  <=50K
## 1375            0            0             35  NorthAmerica  <=50K
## 1376            0            0             40  NorthAmerica  <=50K
## 1377            0            0             55  NorthAmerica  <=50K
## 1378            0            0             40  NorthAmerica  <=50K
## 1379        20051            0             40  NorthAmerica   >50K
## 1380            0            0             40  NorthAmerica  <=50K
## 1381            0            0             40  NorthAmerica  <=50K
## 1382            0            0             50  NorthAmerica  <=50K
## 1383            0            0             45  NorthAmerica  <=50K
## 1384            0            0             50  NorthAmerica  <=50K
## 1385            0            0             60  NorthAmerica  <=50K
## 1386            0            0             45  NorthAmerica  <=50K
## 1387            0            0             44  NorthAmerica  <=50K
## 1388            0         1564             70         SAsia   >50K
## 1389            0            0             40  NorthAmerica  <=50K
## 1390            0            0              5  NorthAmerica  <=50K
## 1391            0            0             40  NorthAmerica  <=50K
## 1392            0         1887             40  CentrAmerica   >50K
## 1393            0         1762             30  NorthAmerica  <=50K
## 1394            0            0             40  NorthAmerica  <=50K
## 1395            0            0             40  NorthAmerica  <=50K
## 1396            0            0             40  NorthAmerica   >50K
## 1397         5013            0             40  NorthAmerica  <=50K
## 1398            0            0             50  NorthAmerica  <=50K
## 1399         2105            0             45  NorthAmerica  <=50K
## 1400            0            0             60  NorthAmerica   >50K
## 1401            0            0             40  NorthAmerica  <=50K
## 1402            0            0             25  NorthAmerica  <=50K
## 1403            0            0             40  NorthAmerica  <=50K
## 1404            0            0             50  NorthAmerica  <=50K
## 1405            0            0             32  NorthAmerica  <=50K
## 1406            0            0             45  NorthAmerica   >50K
## 1407            0            0             40  NorthAmerica  <=50K
## 1408            0            0             50  NorthAmerica   >50K
## 1409            0            0             50  NorthAmerica  <=50K
## 1410            0            0             40  NorthAmerica  <=50K
## 1411            0            0             40  NorthAmerica  <=50K
## 1412            0            0             78         EAsia  <=50K
## 1413            0            0             40  NorthAmerica   >50K
## 1414            0            0             45  NorthAmerica   >50K
## 1415            0            0             60  NorthAmerica  <=50K
## 1416            0            0             20  NorthAmerica  <=50K
## 1417            0            0             52  NorthAmerica  <=50K
## 1418            0            0             90  NorthAmerica   >50K
## 1419            0            0             40  NorthAmerica   >50K
## 1420            0            0             40  NorthAmerica  <=50K
## 1421            0            0             50  NorthAmerica  <=50K
## 1422            0            0             40  NorthAmerica  <=50K
## 1423            0            0             45  NorthAmerica  <=50K
## 1424            0            0             40  NorthAmerica  <=50K
## 1425            0            0             40  NorthAmerica  <=50K
## 1426            0            0             43        Europe  <=50K
## 1427         4386            0             35  NorthAmerica   >50K
## 1428         3411            0             34  NorthAmerica  <=50K
## 1429            0            0             40  NorthAmerica  <=50K
## 1430            0         1887             40  NorthAmerica   >50K
## 1431            0            0             40  SouthAmerica  <=50K
## 1432            0            0             40  NorthAmerica  <=50K
## 1433            0            0             50  NorthAmerica   >50K
## 1434          594            0             15  NorthAmerica  <=50K
## 1435            0            0             40  NorthAmerica  <=50K
## 1436            0            0             40  NorthAmerica  <=50K
## 1437            0            0             43  NorthAmerica  <=50K
## 1438            0            0             40  NorthAmerica   >50K
## 1439            0            0             35  NorthAmerica  <=50K
## 1440            0            0             40  NorthAmerica   >50K
## 1441            0         1672             60  NorthAmerica  <=50K
## 1442            0            0             16  NorthAmerica  <=50K
## 1443            0            0             50  NorthAmerica   >50K
## 1444            0            0             40  NorthAmerica  <=50K
## 1445            0         1902             60  NorthAmerica   >50K
## 1446            0            0             45  NorthAmerica  <=50K
## 1447         5013            0             40  NorthAmerica  <=50K
## 1448            0            0             66  NorthAmerica  <=50K
## 1449            0            0             45  NorthAmerica   >50K
## 1450            0            0             50  NorthAmerica   >50K
## 1451            0            0             50  NorthAmerica  <=50K
## 1452            0            0             40  NorthAmerica  <=50K
## 1453         1055            0             30  NorthAmerica  <=50K
## 1454            0            0             50  NorthAmerica   >50K
## 1455            0            0             60  NorthAmerica   >50K
## 1456            0            0             38  NorthAmerica  <=50K
## 1457         3325            0             45  NorthAmerica  <=50K
## 1458            0            0             40  NorthAmerica  <=50K
## 1459            0            0              2  NorthAmerica  <=50K
## 1460            0            0             60  NorthAmerica   >50K
## 1461         7688            0             40  NorthAmerica   >50K
## 1462            0            0             40  NorthAmerica  <=50K
## 1463            0            0             40  NorthAmerica   >50K
## 1464            0            0             40  NorthAmerica   >50K
## 1465            0            0             40  NorthAmerica  <=50K
## 1466            0            0             40  NorthAmerica  <=50K
## 1467            0         2051             45  NorthAmerica  <=50K
## 1468            0            0             75  NorthAmerica  <=50K
## 1469            0            0             60  NorthAmerica  <=50K
## 1470         7298            0             36  NorthAmerica   >50K
## 1471            0            0              5  NorthAmerica   >50K
## 1472            0            0             40  NorthAmerica  <=50K
## 1473            0            0             40  NorthAmerica  <=50K
## 1474            0            0             11  NorthAmerica  <=50K
## 1475            0            0             36  NorthAmerica  <=50K
## 1476            0            0             38  NorthAmerica  <=50K
## 1477            0            0             48  NorthAmerica  <=50K
## 1478            0            0             40  NorthAmerica  <=50K
## 1479            0            0             24  NorthAmerica  <=50K
## 1480            0            0             35  NorthAmerica  <=50K
## 1481            0            0             40  NorthAmerica  <=50K
## 1482            0            0             40  NorthAmerica   >50K
## 1483        99999            0             40  NorthAmerica   >50K
## 1484            0            0             25  NorthAmerica  <=50K
## 1485            0            0             40  NorthAmerica   >50K
## 1486         2105            0             40  NorthAmerica  <=50K
## 1487            0         2001             42  NorthAmerica  <=50K
## 1488            0            0             25  NorthAmerica  <=50K
## 1489            0            0             40  NorthAmerica  <=50K
## 1490            0            0             60  NorthAmerica   >50K
## 1491            0            0             48  NorthAmerica  <=50K
## 1492            0            0             41  NorthAmerica  <=50K
## 1493            0            0             40  NorthAmerica   >50K
## 1494        15024            0             35  NorthAmerica   >50K
## 1495            0            0             40  NorthAmerica  <=50K
## 1496            0            0             50  NorthAmerica   >50K
## 1497            0            0             43  NorthAmerica   >50K
## 1498            0         1980             65  NorthAmerica  <=50K
## 1499            0            0             55  NorthAmerica   >50K
## 1500            0            0             40  NorthAmerica  <=50K
## 1501            0            0             80  NorthAmerica   >50K
## 1502         3325            0             45  NorthAmerica  <=50K
## 1503            0            0             45  NorthAmerica  <=50K
## 1504        15024            0             55  NorthAmerica   >50K
## 1505            0            0             40  NorthAmerica  <=50K
## 1506            0            0             42  NorthAmerica  <=50K
## 1507            0            0             40  NorthAmerica  <=50K
## 1508            0            0             50  NorthAmerica  <=50K
## 1509            0            0             14  NorthAmerica  <=50K
## 1510            0            0             40  NorthAmerica  <=50K
## 1511            0            0             40  NorthAmerica  <=50K
## 1512        15024            0             65  NorthAmerica   >50K
## 1513            0            0             35  NorthAmerica   >50K
## 1514            0            0             50  NorthAmerica  <=50K
## 1515            0            0             40        Europe   >50K
## 1516            0            0             40         EAsia  <=50K
## 1517            0            0             58  NorthAmerica   >50K
## 1518         2885            0             30  NorthAmerica  <=50K
## 1519            0         1340             40  NorthAmerica  <=50K
## 1520            0            0              9  NorthAmerica  <=50K
## 1521            0            0             40  NorthAmerica  <=50K
## 1522            0            0             40  NorthAmerica  <=50K
## 1523            0            0             40  NorthAmerica  <=50K
## 1524            0            0             40  NorthAmerica  <=50K
## 1525            0         2339             55  NorthAmerica  <=50K
## 1526            0            0             15  NorthAmerica  <=50K
## 1527            0            0             40  NorthAmerica  <=50K
## 1528            0            0             40  NorthAmerica  <=50K
## 1529        99999            0             50  NorthAmerica   >50K
## 1530            0            0             12  NorthAmerica  <=50K
## 1531            0            0             40  NorthAmerica  <=50K
## 1532            0            0             40  NorthAmerica   >50K
## 1533            0            0             40  NorthAmerica   >50K
## 1534            0            0             42  NorthAmerica   >50K
## 1535            0            0             40  NorthAmerica  <=50K
## 1536            0            0             40  NorthAmerica  <=50K
## 1537            0            0             40  NorthAmerica  <=50K
## 1538            0            0             40  NorthAmerica  <=50K
## 1539            0            0             40  NorthAmerica  <=50K
## 1540            0            0             40  NorthAmerica  <=50K
## 1541            0            0             30  NorthAmerica  <=50K
## 1542            0         1628             70  NorthAmerica  <=50K
## 1543            0            0             40  NorthAmerica  <=50K
## 1544            0            0             40  NorthAmerica  <=50K
## 1545            0            0             40  NorthAmerica  <=50K
## 1546            0            0             40  NorthAmerica  <=50K
## 1547            0            0             30  NorthAmerica  <=50K
## 1548            0            0             40  NorthAmerica  <=50K
## 1549            0         1887             50  NorthAmerica   >50K
## 1550            0            0             40  NorthAmerica  <=50K
## 1551            0            0             40  NorthAmerica  <=50K
## 1552            0            0             24  NorthAmerica  <=50K
## 1553            0            0             40  NorthAmerica  <=50K
## 1554            0            0             40  NorthAmerica  <=50K
## 1555         7688            0             40  CentrAmerica   >50K
## 1556            0            0             40  NorthAmerica  <=50K
## 1557            0            0             30  NorthAmerica  <=50K
## 1558            0            0             50  CentrAmerica  <=50K
## 1559            0            0             65  NorthAmerica  <=50K
## 1560            0            0              8  NorthAmerica  <=50K
## 1561            0            0              6  NorthAmerica  <=50K
## 1562            0            0             40  NorthAmerica  <=50K
## 1563        25124            0             16  NorthAmerica   >50K
## 1564            0            0             40  NorthAmerica  <=50K
## 1565            0            0             40  NorthAmerica  <=50K
## 1566            0            0             35   USTerritory  <=50K
## 1567            0            0             40  NorthAmerica  <=50K
## 1568            0            0             40  NorthAmerica  <=50K
## 1569            0            0             40  NorthAmerica  <=50K
## 1570            0            0             16  NorthAmerica  <=50K
## 1571            0            0             40  CentrAmerica  <=50K
## 1572            0         1848             40  NorthAmerica   >50K
## 1573            0            0             30  NorthAmerica  <=50K
## 1574            0            0             40  NorthAmerica  <=50K
## 1575         2176            0             40  NorthAmerica  <=50K
## 1576            0            0             40  NorthAmerica  <=50K
## 1577            0            0             52  NorthAmerica  <=50K
## 1578            0            0             50  NorthAmerica  <=50K
## 1579            0            0             50  NorthAmerica  <=50K
## 1580            0            0              8  NorthAmerica  <=50K
## 1581            0            0             50  NorthAmerica   >50K
## 1582            0            0             40  CentrAmerica  <=50K
## 1583            0            0             50  NorthAmerica  <=50K
## 1584        10520            0             40  NorthAmerica   >50K
## 1585            0            0             50  NorthAmerica  <=50K
## 1586            0            0             45  NorthAmerica   >50K
## 1587            0            0             45        Europe  <=50K
## 1588            0            0             40  NorthAmerica  <=50K
## 1589            0            0             20  NorthAmerica  <=50K
## 1590            0            0             40  NorthAmerica  <=50K
## 1591            0            0             16  NorthAmerica  <=50K
## 1592            0            0             40  NorthAmerica  <=50K
## 1593         1055            0             50  NorthAmerica  <=50K
## 1594        15024            0             50  CentrAmerica   >50K
## 1595            0            0             10  NorthAmerica  <=50K
## 1596            0            0             60  NorthAmerica   >50K
## 1597            0            0             60  NorthAmerica  <=50K
## 1598            0            0             40  NorthAmerica  <=50K
## 1599            0            0             60  NorthAmerica  <=50K
## 1600            0            0             50  NorthAmerica  <=50K
## 1601            0            0             45  NorthAmerica  <=50K
## 1602            0            0             50  NorthAmerica  <=50K
## 1603            0            0             20  NorthAmerica  <=50K
## 1604            0            0             40  NorthAmerica   >50K
## 1605            0            0             40  NorthAmerica  <=50K
## 1606            0            0             35  NorthAmerica  <=50K
## 1607            0            0             40  NorthAmerica  <=50K
## 1608            0            0             40  NorthAmerica  <=50K
## 1609            0            0             40  NorthAmerica  <=50K
## 1610            0            0             40         EAsia  <=50K
## 1611            0            0             52  NorthAmerica  <=50K
## 1612            0            0             30  NorthAmerica   >50K
## 1613            0            0             36        Europe   >50K
## 1614            0            0             40  NorthAmerica   >50K
## 1615            0            0             30  NorthAmerica  <=50K
## 1616            0            0             40  NorthAmerica   >50K
## 1617        99999            0             60  NorthAmerica   >50K
## 1618            0            0             35  NorthAmerica  <=50K
## 1619            0            0             40  NorthAmerica  <=50K
## 1620            0            0             40  NorthAmerica  <=50K
## 1621            0            0             70  NorthAmerica   >50K
## 1622            0         1977             45  NorthAmerica   >50K
## 1623            0            0             40         EAsia  <=50K
## 1624            0            0             40  NorthAmerica  <=50K
## 1625            0            0             35  NorthAmerica  <=50K
## 1626            0            0             35  NorthAmerica   >50K
## 1627            0            0             40  NorthAmerica  <=50K
## 1628        15024            0             60  NorthAmerica   >50K
## 1629            0         1740             40  NorthAmerica  <=50K
## 1630            0            0             21  CentrAmerica  <=50K
## 1631         2407            0             70  NorthAmerica  <=50K
## 1632            0            0             24  NorthAmerica  <=50K
## 1633            0            0             40  NorthAmerica   >50K
## 1634            0            0             35  NorthAmerica  <=50K
## 1635            0            0             40  NorthAmerica  <=50K
## 1636            0            0             50  NorthAmerica   >50K
## 1637            0            0             40  NorthAmerica  <=50K
## 1638         2202            0             48  NorthAmerica  <=50K
## 1639            0            0             60  NorthAmerica   >50K
## 1640         5178            0             50  NorthAmerica   >50K
## 1641            0            0             38  NorthAmerica  <=50K
## 1642            0            0             45  NorthAmerica   >50K
## 1643        15024            0             40  NorthAmerica   >50K
## 1644         6514            0             35  NorthAmerica   >50K
## 1645            0            0             10  NorthAmerica  <=50K
## 1646            0            0             20  NorthAmerica   >50K
## 1647            0            0             40  NorthAmerica  <=50K
## 1648            0            0             40  NorthAmerica  <=50K
## 1649            0            0             55  NorthAmerica   >50K
## 1650            0            0             40  NorthAmerica  <=50K
## 1651            0            0             20  NorthAmerica  <=50K
## 1652            0            0             30  NorthAmerica  <=50K
## 1653            0            0             40  NorthAmerica  <=50K
## 1654            0            0             40  NorthAmerica  <=50K
## 1655            0            0             40  NorthAmerica   >50K
## 1656        15024            0             50        Europe   >50K
## 1657            0            0             40  NorthAmerica  <=50K
## 1658            0            0             48  NorthAmerica  <=50K
## 1659            0            0             16  NorthAmerica  <=50K
## 1660            0            0             18  NorthAmerica  <=50K
## 1661            0         2002             40  NorthAmerica  <=50K
## 1662            0            0             40  NorthAmerica   >50K
## 1663            0            0             40  NorthAmerica  <=50K
## 1664            0            0             40  CentrAmerica  <=50K
## 1665            0            0             40  NorthAmerica  <=50K
## 1666            0            0             40  NorthAmerica  <=50K
## 1667            0            0             60  NorthAmerica   >50K
## 1668            0            0             45  NorthAmerica  <=50K
## 1669            0            0             40  NorthAmerica  <=50K
## 1670            0            0             60  NorthAmerica   >50K
## 1671         7688            0             40  NorthAmerica   >50K
## 1672            0            0             50  NorthAmerica  <=50K
## 1673         2961            0             40  NorthAmerica  <=50K
## 1674            0            0             20  NorthAmerica  <=50K
## 1675            0            0             40        Europe   >50K
## 1676            0            0             50  NorthAmerica  <=50K
## 1677            0            0             40  CentrAmerica   >50K
## 1678            0            0             40  NorthAmerica  <=50K
## 1679            0            0             50  NorthAmerica  <=50K
## 1680            0            0             40  NorthAmerica  <=50K
## 1681            0            0             12  NorthAmerica  <=50K
## 1682            0            0             60  NorthAmerica  <=50K
## 1683        99999            0             60  NorthAmerica   >50K
## 1684            0            0             40  NorthAmerica  <=50K
## 1685            0            0             80  NorthAmerica  <=50K
## 1686            0         1902             45  NorthAmerica   >50K
## 1687            0            0             45  NorthAmerica  <=50K
## 1688            0         1887             50  NorthAmerica   >50K
## 1689            0            0             36  NorthAmerica  <=50K
## 1690            0            0             40  NorthAmerica   >50K
## 1691            0            0             40  NorthAmerica  <=50K
## 1692         1055            0             20  NorthAmerica  <=50K
## 1693            0            0             50  NorthAmerica  <=50K
## 1694        15024            0             40  NorthAmerica   >50K
## 1695            0            0             50  NorthAmerica  <=50K
## 1696            0         1902             40  NorthAmerica   >50K
## 1697            0            0             43  NorthAmerica  <=50K
## 1698            0            0             40  NorthAmerica  <=50K
## 1699            0            0             45  NorthAmerica  <=50K
## 1700            0            0             60  NorthAmerica  <=50K
## 1701            0            0             35  NorthAmerica  <=50K
## 1702            0            0             15  NorthAmerica  <=50K
## 1703            0            0             40  NorthAmerica  <=50K
## 1704            0            0             50  NorthAmerica  <=50K
## 1705            0            0             35  NorthAmerica  <=50K
## 1706            0            0             40  NorthAmerica  <=50K
## 1707            0            0             48  NorthAmerica   >50K
## 1708            0            0             40  NorthAmerica  <=50K
## 1709            0            0             45         EAsia  <=50K
## 1710            0         1902             40  NorthAmerica   >50K
## 1711            0            0             15  NorthAmerica  <=50K
## 1712            0            0             40  CentrAmerica  <=50K
## 1713            0            0             39  NorthAmerica  <=50K
## 1714            0            0             40  NorthAmerica   >50K
## 1715            0            0             40  NorthAmerica  <=50K
## 1716            0            0             40  NorthAmerica  <=50K
## 1717            0            0             40  NorthAmerica  <=50K
## 1718            0            0             45         EAsia   >50K
## 1719            0            0             45  NorthAmerica   >50K
## 1720            0            0             45  NorthAmerica  <=50K
## 1721            0            0             40  NorthAmerica  <=50K
## 1722            0            0             70  NorthAmerica  <=50K
## 1723            0            0             48  NorthAmerica   >50K
## 1724            0            0             42  NorthAmerica   >50K
## 1725            0            0             30  NorthAmerica  <=50K
## 1726            0            0             40  NorthAmerica  <=50K
## 1727            0            0             40  NorthAmerica   >50K
## 1728            0            0             45  NorthAmerica  <=50K
## 1729            0            0             50  NorthAmerica   >50K
## 1730            0            0             42  NorthAmerica  <=50K
## 1731         6849            0             90  NorthAmerica  <=50K
## 1732            0            0             40  NorthAmerica  <=50K
## 1733            0            0             40  NorthAmerica  <=50K
## 1734            0            0             38  NorthAmerica  <=50K
## 1735            0            0             50  NorthAmerica  <=50K
## 1736        15024            0             35  NorthAmerica   >50K
## 1737            0            0             40  NorthAmerica  <=50K
## 1738            0         1719             16  NorthAmerica  <=50K
## 1739            0            0             45  CentrAmerica   >50K
## 1740            0            0             72  NorthAmerica  <=50K
## 1741            0            0             40  NorthAmerica   >50K
## 1742            0            0             32  NorthAmerica  <=50K
## 1743            0            0             30  NorthAmerica  <=50K
## 1744            0            0             40  NorthAmerica  <=50K
## 1745            0            0             60  NorthAmerica  <=50K
## 1746            0            0             55  NorthAmerica  <=50K
## 1747            0            0             40  NorthAmerica  <=50K
## 1748            0            0             40  NorthAmerica  <=50K
## 1749            0            0             35  NorthAmerica  <=50K
## 1750            0            0             40  NorthAmerica  <=50K
## 1751            0            0             40  NorthAmerica  <=50K
## 1752            0            0             60  NorthAmerica  <=50K
## 1753            0            0             40  NorthAmerica  <=50K
## 1754            0            0             40  NorthAmerica  <=50K
## 1755            0            0             45  NorthAmerica   >50K
## 1756            0            0             40  NorthAmerica  <=50K
## 1757            0            0             60         EAsia  <=50K
## 1758            0            0             70  NorthAmerica  <=50K
## 1759            0            0             40  NorthAmerica  <=50K
## 1760            0            0             10  NorthAmerica  <=50K
## 1761            0            0             50  NorthAmerica   >50K
## 1762            0            0             40  NorthAmerica  <=50K
## 1763            0            0             40  NorthAmerica  <=50K
## 1764            0            0             45  NorthAmerica  <=50K
## 1765        27828            0             50  NorthAmerica   >50K
## 1766        99999            0             20  NorthAmerica   >50K
## 1767            0            0             40  NorthAmerica  <=50K
## 1768            0            0             40  NorthAmerica  <=50K
## 1769         6767            0             20  NorthAmerica  <=50K
## 1770         3103            0             40  NorthAmerica   >50K
## 1771            0            0             40  NorthAmerica  <=50K
## 1772        99999            0             50  NorthAmerica   >50K
## 1773         3103            0             50  NorthAmerica   >50K
## 1774            0            0             20  NorthAmerica  <=50K
## 1775            0            0             40  NorthAmerica   >50K
## 1776            0            0             40  NorthAmerica  <=50K
## 1777            0            0             40  NorthAmerica  <=50K
## 1778            0         2339             40  NorthAmerica  <=50K
## 1779            0            0             30  NorthAmerica  <=50K
## 1780         7688            0             40  NorthAmerica   >50K
## 1781         7298            0             40  NorthAmerica   >50K
## 1782            0            0             40  NorthAmerica  <=50K
## 1783            0            0             40  NorthAmerica  <=50K
## 1784            0            0             50  NorthAmerica   >50K
## 1785         2202            0             38  NorthAmerica  <=50K
## 1786         8614            0             45  NorthAmerica   >50K
## 1787            0            0             35  NorthAmerica   >50K
## 1788        15024            0             40  NorthAmerica   >50K
## 1789            0            0             40  NorthAmerica  <=50K
## 1790            0            0             40   USTerritory  <=50K
## 1791            0            0             40  NorthAmerica  <=50K
## 1792            0            0             40  NorthAmerica  <=50K
## 1793            0            0             50  NorthAmerica  <=50K
## 1794            0            0             40         EAsia  <=50K
## 1795            0            0             40  CentrAmerica  <=50K
## 1796         3103            0             40  NorthAmerica   >50K
## 1797            0            0             40  NorthAmerica  <=50K
## 1798            0            0             40  NorthAmerica  <=50K
## 1799            0            0             40  NorthAmerica   >50K
## 1800            0            0             40  NorthAmerica  <=50K
## 1801            0            0             40  NorthAmerica  <=50K
## 1802            0            0             40  NorthAmerica  <=50K
## 1803            0            0             38  NorthAmerica  <=50K
## 1804            0            0             40  NorthAmerica   >50K
## 1805         2174            0             40  NorthAmerica  <=50K
## 1806            0            0             38  NorthAmerica  <=50K
## 1807            0            0             40  NorthAmerica  <=50K
## 1808            0            0             49  NorthAmerica  <=50K
## 1809         2228            0             10  NorthAmerica  <=50K
## 1810            0            0             38  NorthAmerica  <=50K
## 1811            0            0             60  NorthAmerica  <=50K
## 1812         7298            0             50  NorthAmerica   >50K
## 1813            0            0             56  NorthAmerica   >50K
## 1814            0            0             35  NorthAmerica  <=50K
## 1815            0            0             40  NorthAmerica   >50K
## 1816            0            0             40  NorthAmerica  <=50K
## 1817            0         1902             40  NorthAmerica  <=50K
## 1818            0            0             40  NorthAmerica  <=50K
## 1819            0            0             40  CentrAmerica  <=50K
## 1820            0            0             50  NorthAmerica   >50K
## 1821            0            0             40  NorthAmerica  <=50K
## 1822            0            0             40  NorthAmerica  <=50K
## 1823            0            0             36  NorthAmerica  <=50K
## 1824            0            0             45  NorthAmerica  <=50K
## 1825            0            0             84  NorthAmerica   >50K
## 1826            0            0             40  NorthAmerica   >50K
## 1827        99999            0             40  CentrAmerica   >50K
## 1828            0            0             35  NorthAmerica  <=50K
## 1829            0            0             30  NorthAmerica  <=50K
## 1830            0            0             55  NorthAmerica  <=50K
## 1831            0            0             10  NorthAmerica  <=50K
## 1832            0            0             40  NorthAmerica  <=50K
## 1833            0            0             24  NorthAmerica  <=50K
## 1834            0            0             38  NorthAmerica  <=50K
## 1835            0            0             40  NorthAmerica  <=50K
## 1836            0            0             40  NorthAmerica  <=50K
## 1837            0            0             40  NorthAmerica  <=50K
## 1838            0            0             30  NorthAmerica  <=50K
## 1839            0            0             40  NorthAmerica  <=50K
## 1840            0            0             40         EAsia  <=50K
## 1841            0            0             44  NorthAmerica  <=50K
## 1842            0         1579             40  NorthAmerica  <=50K
## 1843            0            0             40  NorthAmerica  <=50K
## 1844            0            0             40  NorthAmerica  <=50K
## 1845            0            0             40  NorthAmerica  <=50K
## 1846         3325            0             40  NorthAmerica  <=50K
## 1847            0            0             40  NorthAmerica  <=50K
## 1848            0            0             40   USTerritory  <=50K
## 1849            0            0             40  NorthAmerica  <=50K
## 1850         5178            0             45  NorthAmerica   >50K
## 1851            0            0             40  NorthAmerica  <=50K
## 1852            0            0             30  NorthAmerica  <=50K
## 1853            0            0             36  NorthAmerica  <=50K
## 1854            0            0             50  NorthAmerica  <=50K
## 1855            0            0             45  NorthAmerica  <=50K
## 1856            0            0             40  NorthAmerica  <=50K
## 1857            0            0             60  NorthAmerica  <=50K
## 1858            0            0              8  NorthAmerica  <=50K
## 1859            0            0             24  NorthAmerica  <=50K
## 1860            0            0             35  NorthAmerica   >50K
## 1861            0            0             40  NorthAmerica  <=50K
## 1862            0            0             40  NorthAmerica  <=50K
## 1863         5178            0             50  NorthAmerica   >50K
## 1864            0            0             40  NorthAmerica  <=50K
## 1865            0            0             54  NorthAmerica   >50K
## 1866            0            0             15  NorthAmerica  <=50K
## 1867            0            0             20  NorthAmerica  <=50K
## 1868            0            0             48  NorthAmerica  <=50K
## 1869            0            0             25  NorthAmerica  <=50K
## 1870            0            0             45  NorthAmerica   >50K
## 1871            0            0             40  NorthAmerica  <=50K
## 1872            0            0             40  NorthAmerica  <=50K
## 1873            0            0             65  NorthAmerica   >50K
## 1874            0            0             37  NorthAmerica  <=50K
## 1875            0            0             10  NorthAmerica  <=50K
## 1876            0            0             40  NorthAmerica   >50K
## 1877            0            0             45  NorthAmerica   >50K
## 1878            0            0             60  NorthAmerica  <=50K
## 1879            0            0             35  NorthAmerica  <=50K
## 1880            0            0             45  NorthAmerica  <=50K
## 1881            0            0             40  CentrAmerica  <=50K
## 1882            0            0             40  NorthAmerica   >50K
## 1883            0            0             40        Europe   >50K
## 1884            0            0             48  NorthAmerica  <=50K
## 1885            0            0             40  NorthAmerica  <=50K
## 1886            0            0             45  NorthAmerica  <=50K
## 1887            0            0             40  NorthAmerica  <=50K
## 1888            0            0             99  NorthAmerica   >50K
## 1889            0            0             40        Europe  <=50K
## 1890            0            0             15  NorthAmerica  <=50K
## 1891            0            0             45  NorthAmerica  <=50K
## 1892            0            0             16  NorthAmerica  <=50K
## 1893            0            0             40  NorthAmerica  <=50K
## 1894            0            0             55  NorthAmerica   >50K
## 1895            0            0             40  NorthAmerica  <=50K
## 1896            0            0             45  NorthAmerica   >50K
## 1897            0            0             55  NorthAmerica  <=50K
## 1898            0            0             40  NorthAmerica  <=50K
## 1899            0            0             45  NorthAmerica  <=50K
## 1900            0            0             50  NorthAmerica  <=50K
## 1901            0         1590             40  CentrAmerica  <=50K
## 1902            0            0             50  NorthAmerica  <=50K
## 1903            0            0             50  NorthAmerica  <=50K
## 1904            0            0             40  NorthAmerica  <=50K
## 1905            0            0             50  NorthAmerica   >50K
## 1906            0            0             40  NorthAmerica   >50K
## 1907         1506            0             45  NorthAmerica  <=50K
## 1908            0            0             50  NorthAmerica  <=50K
## 1909            0            0             35  NorthAmerica  <=50K
## 1910            0            0             50  NorthAmerica  <=50K
## 1911            0            0             45  NorthAmerica  <=50K
## 1912            0            0             48  NorthAmerica  <=50K
## 1913            0            0             40  NorthAmerica  <=50K
## 1914            0            0             45  NorthAmerica  <=50K
## 1915            0            0             40  NorthAmerica  <=50K
## 1916            0         1902             60  NorthAmerica   >50K
## 1917            0            0             70  NorthAmerica  <=50K
## 1918            0            0             46  NorthAmerica  <=50K
## 1919            0            0             35  NorthAmerica  <=50K
## 1920            0            0             40  NorthAmerica  <=50K
## 1921            0            0             40  NorthAmerica  <=50K
## 1922            0            0             40  NorthAmerica   >50K
## 1923            0            0             18  NorthAmerica   >50K
## 1924            0            0             40  NorthAmerica  <=50K
## 1925            0            0             40  NorthAmerica  <=50K
## 1926            0            0             55  NorthAmerica   >50K
## 1927            0         1741             48  NorthAmerica  <=50K
## 1928            0         1628             45  NorthAmerica  <=50K
## 1929            0            0             40  NorthAmerica  <=50K
## 1930            0            0             80  NorthAmerica  <=50K
## 1931            0            0             48  NorthAmerica  <=50K
## 1932            0            0             40  NorthAmerica  <=50K
## 1933            0            0             48         EAsia  <=50K
## 1934            0            0             48  NorthAmerica   >50K
## 1935            0            0             40  NorthAmerica  <=50K
## 1936            0            0             45  NorthAmerica  <=50K
## 1937            0            0             40  NorthAmerica  <=50K
## 1938            0            0             40  NorthAmerica  <=50K
## 1939            0            0             40  NorthAmerica   >50K
## 1940            0            0             40  NorthAmerica  <=50K
## 1941            0            0             45  NorthAmerica  <=50K
## 1942            0            0             40  NorthAmerica  <=50K
## 1943            0            0             40  NorthAmerica  <=50K
## 1944         7688            0             40  NorthAmerica   >50K
## 1945            0            0             25  NorthAmerica  <=50K
## 1946            0         2415             60  NorthAmerica   >50K
## 1947            0            0             40  NorthAmerica  <=50K
## 1948            0            0             40  NorthAmerica  <=50K
## 1949            0            0             25  CentrAmerica  <=50K
## 1950            0            0             40  NorthAmerica   >50K
## 1951            0            0             40  NorthAmerica  <=50K
## 1952            0            0              6  NorthAmerica  <=50K
## 1953            0            0             40  NorthAmerica  <=50K
## 1954            0            0             40  NorthAmerica  <=50K
## 1955            0            0             40  NorthAmerica  <=50K
## 1956            0            0             35  NorthAmerica  <=50K
## 1957            0            0             40  NorthAmerica  <=50K
## 1958            0            0             38  NorthAmerica  <=50K
## 1959            0            0             50  NorthAmerica  <=50K
## 1960            0            0             40  NorthAmerica   >50K
## 1961            0            0             38  NorthAmerica  <=50K
## 1962            0            0             40  NorthAmerica   >50K
## 1963        15024            0             45  NorthAmerica   >50K
## 1964            0            0             50  NorthAmerica   >50K
## 1965            0            0             20  NorthAmerica  <=50K
## 1966            0            0             36  NorthAmerica  <=50K
## 1967            0            0             30  NorthAmerica  <=50K
## 1968            0            0             40  NorthAmerica  <=50K
## 1969            0            0             40  NorthAmerica  <=50K
## 1970            0            0             50  SouthAmerica   >50K
## 1971            0            0             40  NorthAmerica  <=50K
## 1972            0            0             40  NorthAmerica  <=50K
## 1973         8614            0             40  NorthAmerica   >50K
## 1974            0            0             55        Europe  <=50K
## 1975            0            0             20  NorthAmerica  <=50K
## 1976        13550            0             40         EAsia   >50K
## 1977            0            0             40  NorthAmerica  <=50K
## 1978            0            0             40  NorthAmerica  <=50K
## 1979            0            0             50  NorthAmerica   >50K
## 1980            0            0             40  NorthAmerica  <=50K
## 1981            0            0             50  NorthAmerica  <=50K
## 1982            0            0             40  NorthAmerica   >50K
## 1983            0            0             40  NorthAmerica  <=50K
## 1984         3103            0             40  NorthAmerica   >50K
## 1985         7688            0             50  NorthAmerica   >50K
## 1986            0            0             48  NorthAmerica  <=50K
## 1987            0            0             45  NorthAmerica   >50K
## 1988            0            0              3  NorthAmerica  <=50K
## 1989            0            0             50  NorthAmerica  <=50K
## 1990            0            0             35  NorthAmerica  <=50K
## 1991            0            0             45  CentrAmerica  <=50K
## 1992            0            0             40  NorthAmerica  <=50K
## 1993            0            0             70  NorthAmerica   >50K
## 1994            0            0             38  NorthAmerica  <=50K
## 1995            0            0             45  NorthAmerica   >50K
## 1996            0            0             50  NorthAmerica  <=50K
## 1997            0            0             60  NorthAmerica   >50K
## 1998            0            0             50  NorthAmerica  <=50K
## 1999            0            0             55  NorthAmerica   >50K
## 2000            0            0             38  NorthAmerica  <=50K
## 2001            0            0             35  NorthAmerica  <=50K
## 2002            0            0             40  NorthAmerica  <=50K
## 2003         1409            0             40  NorthAmerica  <=50K
## 2004            0            0             48  NorthAmerica   >50K
## 2005            0            0             50  NorthAmerica  <=50K
## 2006            0            0             30  NorthAmerica  <=50K
## 2007            0            0             40  CentrAmerica  <=50K
## 2008         2635            0             38  NorthAmerica  <=50K
## 2009            0            0             70  NorthAmerica  <=50K
## 2010            0            0             50  NorthAmerica  <=50K
## 2011            0         1408             40  NorthAmerica  <=50K
## 2012            0            0             20  NorthAmerica  <=50K
## 2013            0            0             40  NorthAmerica  <=50K
## 2014            0            0             40  NorthAmerica  <=50K
## 2015            0         1740             45  NorthAmerica  <=50K
## 2016            0            0             80  CentrAmerica  <=50K
## 2017         4865            0             60  NorthAmerica  <=50K
## 2018            0         2258             40  NorthAmerica  <=50K
## 2019            0            0             40  CentrAmerica   >50K
## 2020            0            0             40  NorthAmerica  <=50K
## 2021            0            0             40  NorthAmerica  <=50K
## 2022            0            0             40        Europe  <=50K
## 2023            0            0             40  CentrAmerica  <=50K
## 2024            0            0             40  NorthAmerica  <=50K
## 2025            0            0             40  NorthAmerica  <=50K
## 2026            0            0             50  NorthAmerica  <=50K
## 2027            0            0             40  NorthAmerica   >50K
## 2028            0            0             40  NorthAmerica  <=50K
## 2029            0            0             40  NorthAmerica  <=50K
## 2030            0            0             50  NorthAmerica  <=50K
## 2031            0         1485             40  NorthAmerica   >50K
## 2032        20051            0             10  NorthAmerica   >50K
## 2033            0            0             40  NorthAmerica  <=50K
## 2034            0            0             40  NorthAmerica  <=50K
## 2035            0            0             35  NorthAmerica  <=50K
## 2036            0            0             42  NorthAmerica  <=50K
## 2037            0            0             40  NorthAmerica  <=50K
## 2038            0            0             38  NorthAmerica  <=50K
## 2039            0            0             40  NorthAmerica  <=50K
## 2040            0            0             40  NorthAmerica   >50K
## 2041            0            0             40  NorthAmerica  <=50K
## 2042            0            0             38  NorthAmerica  <=50K
## 2043            0            0             16  NorthAmerica  <=50K
## 2044            0            0             60  NorthAmerica   >50K
## 2045            0            0             70  NorthAmerica  <=50K
## 2046            0            0             10  NorthAmerica  <=50K
## 2047            0            0             30  NorthAmerica  <=50K
## 2048            0            0             40  NorthAmerica  <=50K
## 2049            0         1848             42  NorthAmerica   >50K
## 2050            0            0             40  NorthAmerica  <=50K
## 2051            0            0             20  NorthAmerica  <=50K
## 2052            0            0             50  NorthAmerica   >50K
## 2053            0            0             20  NorthAmerica  <=50K
## 2054            0            0             50  NorthAmerica  <=50K
## 2055            0            0             40  NorthAmerica  <=50K
## 2056            0            0             40  NorthAmerica  <=50K
## 2057         8614            0             40  NorthAmerica   >50K
## 2058            0            0             40  NorthAmerica  <=50K
## 2059            0            0             30  NorthAmerica  <=50K
## 2060            0            0             40  NorthAmerica  <=50K
## 2061            0            0             40  NorthAmerica  <=50K
## 2062            0            0             32  NorthAmerica  <=50K
## 2063            0            0             40  NorthAmerica  <=50K
## 2064            0         1977             40  NorthAmerica   >50K
## 2065            0            0             40  NorthAmerica  <=50K
## 2066            0            0             40  NorthAmerica  <=50K
## 2067            0            0             40  NorthAmerica   >50K
## 2068            0            0             40  NorthAmerica  <=50K
## 2069            0            0             30  NorthAmerica   >50K
## 2070            0            0             44  NorthAmerica  <=50K
## 2071            0            0             46  NorthAmerica  <=50K
## 2072            0            0             40  NorthAmerica  <=50K
## 2073            0            0             40  NorthAmerica  <=50K
## 2074            0            0             40  NorthAmerica   >50K
## 2075            0            0             40  NorthAmerica   >50K
## 2076            0            0             40  NorthAmerica  <=50K
## 2077            0            0             38  NorthAmerica  <=50K
## 2078            0            0             40  NorthAmerica  <=50K
## 2079            0            0             45  NorthAmerica  <=50K
## 2080            0            0             45  NorthAmerica  <=50K
## 2081            0            0             40  NorthAmerica  <=50K
## 2082            0            0             40  NorthAmerica   >50K
## 2083            0            0             60  NorthAmerica  <=50K
## 2084            0            0             45  NorthAmerica  <=50K
## 2085            0            0             17  CentrAmerica  <=50K
## 2086            0            0             60  NorthAmerica   >50K
## 2087            0            0             38  NorthAmerica   >50K
## 2088            0            0             36  NorthAmerica  <=50K
## 2089            0            0             40  NorthAmerica   >50K
## 2090            0            0             44  NorthAmerica   >50K
## 2091            0            0             45  NorthAmerica   >50K
## 2092            0            0             40  NorthAmerica  <=50K
## 2093            0            0             50  NorthAmerica  <=50K
## 2094            0            0             47  NorthAmerica   >50K
## 2095            0            0             36  NorthAmerica  <=50K
## 2096            0         1485             40  NorthAmerica   >50K
## 2097            0            0             16         EAsia  <=50K
## 2098            0            0             46  NorthAmerica  <=50K
## 2099            0            0             45  NorthAmerica   >50K
## 2100            0            0              4  CentrAmerica  <=50K
## 2101            0            0             40  NorthAmerica   >50K
## 2102            0            0             40  NorthAmerica  <=50K
## 2103            0            0             40  NorthAmerica  <=50K
## 2104        99999            0             55  NorthAmerica   >50K
## 2105            0            0             40  CentrAmerica  <=50K
## 2106            0            0             40  NorthAmerica  <=50K
## 2107            0         1887             40  NorthAmerica   >50K
## 2108            0            0             35  CentrAmerica  <=50K
## 2109            0            0             40  NorthAmerica  <=50K
## 2110         5556            0             40  NorthAmerica   >50K
## 2111            0            0             60  NorthAmerica   >50K
## 2112            0            0             40  NorthAmerica  <=50K
## 2113            0         1902             35  NorthAmerica   >50K
## 2114            0            0             40  NorthAmerica  <=50K
## 2115            0            0             40  NorthAmerica  <=50K
## 2116            0            0             10  NorthAmerica  <=50K
## 2117            0         1669             55  NorthAmerica  <=50K
## 2118            0            0             30  NorthAmerica  <=50K
## 2119            0            0              5  NorthAmerica  <=50K
## 2120            0            0             40  NorthAmerica  <=50K
## 2121            0            0             53  NorthAmerica  <=50K
## 2122            0            0             40  NorthAmerica  <=50K
## 2123            0            0             16  NorthAmerica  <=50K
## 2124            0            0             40  NorthAmerica  <=50K
## 2125            0            0             40  CentrAmerica  <=50K
## 2126            0            0             45  NorthAmerica  <=50K
## 2127            0            0             15  NorthAmerica  <=50K
## 2128            0            0             70  NorthAmerica  <=50K
## 2129            0            0             38  CentrAmerica   >50K
## 2130            0            0             50  NorthAmerica  <=50K
## 2131            0            0             40         SAsia  <=50K
## 2132            0            0             60  NorthAmerica  <=50K
## 2133            0            0             40  NorthAmerica  <=50K
## 2134            0            0             25  NorthAmerica  <=50K
## 2135         5013            0             40  NorthAmerica  <=50K
## 2136            0            0             40  NorthAmerica  <=50K
## 2137            0            0             40  NorthAmerica  <=50K
## 2138            0            0             40   USTerritory  <=50K
## 2139            0            0             28  NorthAmerica  <=50K
## 2140            0            0             50  NorthAmerica   >50K
## 2141            0            0             38  NorthAmerica  <=50K
## 2142            0            0             40  NorthAmerica  <=50K
## 2143            0            0             40  NorthAmerica  <=50K
## 2144            0            0             40  NorthAmerica  <=50K
## 2145            0            0             40   USTerritory  <=50K
## 2146            0            0             40  NorthAmerica  <=50K
## 2147            0            0             40  NorthAmerica  <=50K
## 2148            0            0             40  NorthAmerica  <=50K
## 2149            0            0             40  NorthAmerica  <=50K
## 2150            0            0             55  NorthAmerica  <=50K
## 2151            0            0             40  NorthAmerica  <=50K
## 2152            0            0             48  NorthAmerica  <=50K
## 2153            0            0             30  NorthAmerica  <=50K
## 2154            0         1887             35  NorthAmerica   >50K
## 2155            0            0             70  NorthAmerica  <=50K
## 2156            0            0             40  NorthAmerica  <=50K
## 2157            0            0             40  NorthAmerica  <=50K
## 2158            0            0             50  NorthAmerica   >50K
## 2159        15024            0             65  NorthAmerica   >50K
## 2160            0            0             55        Europe   >50K
## 2161         7298            0             40  NorthAmerica   >50K
## 2162            0            0             37  NorthAmerica  <=50K
## 2163            0            0             17  NorthAmerica  <=50K
## 2164            0            0             55  NorthAmerica  <=50K
## 2165            0            0              8  NorthAmerica   >50K
## 2166            0            0             15  NorthAmerica  <=50K
## 2167            0            0             40  NorthAmerica  <=50K
## 2168            0            0             40  NorthAmerica   >50K
## 2169            0            0             50  NorthAmerica  <=50K
## 2170            0            0             30  NorthAmerica  <=50K
## 2171            0            0             50  NorthAmerica  <=50K
## 2172            0            0             40  NorthAmerica  <=50K
## 2173            0            0             40  NorthAmerica  <=50K
## 2174            0            0             40  NorthAmerica  <=50K
## 2175            0            0             48  NorthAmerica  <=50K
## 2176            0            0             40  NorthAmerica   >50K
## 2177            0            0             45  NorthAmerica  <=50K
## 2178            0            0             35  NorthAmerica  <=50K
## 2179            0            0             40  NorthAmerica   >50K
## 2180            0            0             45  NorthAmerica   >50K
## 2181            0            0             50  NorthAmerica   >50K
## 2182            0            0             40  CentrAmerica   >50K
## 2183            0            0              5  NorthAmerica   >50K
## 2184            0            0             75  NorthAmerica  <=50K
## 2185            0            0             68  NorthAmerica   >50K
## 2186            0            0             40  NorthAmerica  <=50K
## 2187            0            0             40  NorthAmerica  <=50K
## 2188            0            0             65  NorthAmerica  <=50K
## 2189            0            0             30  NorthAmerica  <=50K
## 2190            0            0             18  NorthAmerica  <=50K
## 2191            0            0             70  NorthAmerica   >50K
## 2192            0            0             40  NorthAmerica  <=50K
## 2193            0            0             40  NorthAmerica  <=50K
## 2194            0            0             40  NorthAmerica  <=50K
## 2195            0            0             40  NorthAmerica  <=50K
## 2196            0            0             40  NorthAmerica  <=50K
## 2197            0            0             40  NorthAmerica   >50K
## 2198            0            0             40  NorthAmerica  <=50K
## 2199            0            0             40  NorthAmerica   >50K
## 2200            0            0             40  NorthAmerica  <=50K
## 2201         6767            0             60  NorthAmerica  <=50K
## 2202            0            0             60  NorthAmerica  <=50K
## 2203            0            0             40  NorthAmerica  <=50K
## 2204            0            0             50  NorthAmerica  <=50K
## 2205            0            0             12  NorthAmerica  <=50K
## 2206            0            0             40  NorthAmerica   >50K
## 2207            0            0             40  NorthAmerica   >50K
## 2208            0            0             40  NorthAmerica  <=50K
## 2209            0            0             60  SouthAmerica  <=50K
## 2210            0            0             40  NorthAmerica  <=50K
## 2211            0            0             35  NorthAmerica  <=50K
## 2212            0            0             42  NorthAmerica  <=50K
## 2213            0            0             40  NorthAmerica  <=50K
## 2214            0            0             30  NorthAmerica   >50K
## 2215         1055            0             40  NorthAmerica  <=50K
## 2216            0            0             48  NorthAmerica   >50K
## 2217            0            0             40  NorthAmerica  <=50K
## 2218            0            0             50  NorthAmerica   >50K
## 2219            0            0             40  NorthAmerica  <=50K
## 2220            0            0             37  NorthAmerica  <=50K
## 2221            0            0             30  NorthAmerica  <=50K
## 2222            0            0             35  NorthAmerica  <=50K
## 2223            0            0              8  NorthAmerica  <=50K
## 2224            0            0             40  NorthAmerica  <=50K
## 2225            0            0             40  NorthAmerica  <=50K
## 2226            0            0             22  NorthAmerica  <=50K
## 2227            0            0             40  NorthAmerica  <=50K
## 2228            0            0             50  NorthAmerica   >50K
## 2229            0            0             40  NorthAmerica   >50K
## 2230            0            0             40  CentrAmerica  <=50K
## 2231        15024            0             40  NorthAmerica   >50K
## 2232            0            0             40  NorthAmerica  <=50K
## 2233            0            0             40  NorthAmerica  <=50K
## 2234            0            0             50        Europe   >50K
## 2235            0            0             40  NorthAmerica  <=50K
## 2236            0            0             40  NorthAmerica  <=50K
## 2237            0            0             40  NorthAmerica   >50K
## 2238            0            0             55  NorthAmerica   >50K
## 2239            0            0             40  NorthAmerica  <=50K
## 2240            0            0             52  NorthAmerica  <=50K
## 2241            0         1977             50  NorthAmerica   >50K
## 2242            0            0             40  NorthAmerica  <=50K
## 2243            0            0             40  NorthAmerica   >50K
## 2244            0            0             45  NorthAmerica   >50K
## 2245            0            0             40  NorthAmerica  <=50K
## 2246            0            0             40  NorthAmerica   >50K
## 2247            0            0             18  NorthAmerica  <=50K
## 2248            0            0             40  NorthAmerica  <=50K
## 2249            0            0             40  NorthAmerica  <=50K
## 2250            0            0             40         EAsia   >50K
## 2251            0            0             48  NorthAmerica  <=50K
## 2252            0            0             40  NorthAmerica  <=50K
## 2253            0            0             55  NorthAmerica   >50K
## 2254            0            0             40  NorthAmerica  <=50K
## 2255            0            0             40  NorthAmerica   >50K
## 2256            0            0             40  NorthAmerica  <=50K
## 2257            0            0             45  NorthAmerica  <=50K
## 2258            0            0             25  NorthAmerica  <=50K
## 2259         7298            0             40  NorthAmerica   >50K
## 2260            0         1741             40         EAsia  <=50K
## 2261            0            0             40  NorthAmerica  <=50K
## 2262            0            0             50  NorthAmerica  <=50K
## 2263            0            0             40  NorthAmerica  <=50K
## 2264            0            0             60  NorthAmerica  <=50K
## 2265            0            0             35  NorthAmerica  <=50K
## 2266            0            0             50  NorthAmerica   >50K
## 2267            0            0             21  NorthAmerica  <=50K
## 2268            0            0             37  NorthAmerica  <=50K
## 2269            0            0             40        Europe  <=50K
## 2270            0            0             40  NorthAmerica  <=50K
## 2271            0            0             40  NorthAmerica  <=50K
## 2272            0            0             40  NorthAmerica  <=50K
## 2273            0         1602             10  NorthAmerica  <=50K
## 2274            0            0             40  NorthAmerica  <=50K
## 2275            0            0             40  NorthAmerica  <=50K
## 2276            0         1902             40  NorthAmerica  <=50K
## 2277            0            0             35  NorthAmerica  <=50K
## 2278            0            0             40  NorthAmerica  <=50K
## 2279            0            0             10  NorthAmerica  <=50K
## 2280            0            0             70  NorthAmerica  <=50K
## 2281            0            0             20  NorthAmerica  <=50K
## 2282            0            0             27  NorthAmerica  <=50K
## 2283            0            0             40  NorthAmerica   >50K
## 2284            0            0             40  NorthAmerica  <=50K
## 2285            0            0             40  NorthAmerica  <=50K
## 2286            0            0             45  NorthAmerica  <=50K
## 2287            0            0             55         EAsia   >50K
## 2288            0            0             35  NorthAmerica   >50K
## 2289            0            0             25  CentrAmerica  <=50K
## 2290            0            0             24  NorthAmerica  <=50K
## 2291            0         1719             15  NorthAmerica  <=50K
## 2292            0            0             37  NorthAmerica  <=50K
## 2293            0            0             15  NorthAmerica  <=50K
## 2294            0            0             40  NorthAmerica   >50K
## 2295            0            0             40  NorthAmerica  <=50K
## 2296            0            0             40  NorthAmerica  <=50K
## 2297            0            0             20  NorthAmerica  <=50K
## 2298            0            0             45  NorthAmerica  <=50K
## 2299            0            0             60  NorthAmerica  <=50K
## 2300            0            0             40  NorthAmerica  <=50K
## 2301            0            0             60  NorthAmerica  <=50K
## 2302            0            0             40  NorthAmerica  <=50K
## 2303            0            0             60  NorthAmerica  <=50K
## 2304            0            0             35  NorthAmerica  <=50K
## 2305            0         1902             40  NorthAmerica   >50K
## 2306            0            0             40  NorthAmerica   >50K
## 2307            0            0             40  NorthAmerica  <=50K
## 2308            0            0             35  NorthAmerica  <=50K
## 2309         7688            0             40  NorthAmerica   >50K
## 2310            0            0             38  NorthAmerica  <=50K
## 2311            0            0             20  NorthAmerica  <=50K
## 2312            0            0             40  NorthAmerica   >50K
## 2313            0            0             40  NorthAmerica   >50K
## 2314            0            0             40  NorthAmerica  <=50K
## 2315            0            0             40  NorthAmerica  <=50K
## 2316            0            0             40  NorthAmerica  <=50K
## 2317            0            0             40  NorthAmerica  <=50K
## 2318            0            0             47  NorthAmerica  <=50K
## 2319            0            0             60  NorthAmerica   >50K
## 2320        99999            0             60  NorthAmerica   >50K
## 2321            0            0             40  NorthAmerica  <=50K
## 2322            0            0             40  NorthAmerica   >50K
## 2323            0            0             55  NorthAmerica  <=50K
## 2324            0            0             20         EAsia  <=50K
## 2325            0            0             50  NorthAmerica   >50K
## 2326            0         1887             50  NorthAmerica   >50K
## 2327            0            0             40  NorthAmerica  <=50K
## 2328            0            0             40  NorthAmerica  <=50K
## 2329            0            0             50  NorthAmerica  <=50K
## 2330            0            0             50  NorthAmerica  <=50K
## 2331            0         1887             40         EAsia   >50K
## 2332            0            0             40  NorthAmerica  <=50K
## 2333         7688            0             60  NorthAmerica   >50K
## 2334            0            0             90  NorthAmerica  <=50K
## 2335            0         1887             65  NorthAmerica   >50K
## 2336            0            0             20  NorthAmerica  <=50K
## 2337            0            0             40  CentrAmerica  <=50K
## 2338            0            0             25  NorthAmerica  <=50K
## 2339            0            0             40  NorthAmerica  <=50K
## 2340            0            0             40         EAsia   >50K
## 2341            0            0             25  NorthAmerica  <=50K
## 2342            0            0             40  NorthAmerica  <=50K
## 2343            0            0             25  NorthAmerica  <=50K
## 2344            0            0             40  NorthAmerica  <=50K
## 2345        15024            0             40  NorthAmerica   >50K
## 2346            0            0             40  NorthAmerica   >50K
## 2347            0            0             60  NorthAmerica  <=50K
## 2348          594            0             40  NorthAmerica  <=50K
## 2349            0            0             40  NorthAmerica   >50K
## 2350            0            0             40  NorthAmerica  <=50K
## 2351            0            0             45  NorthAmerica  <=50K
## 2352        14344            0             50  NorthAmerica   >50K
## 2353        15024            0             40  NorthAmerica   >50K
## 2354            0            0             40        Europe  <=50K
## 2355            0            0             30  NorthAmerica  <=50K
## 2356            0            0             30  NorthAmerica  <=50K
## 2357            0            0             25  NorthAmerica  <=50K
## 2358            0            0             40  NorthAmerica   >50K
## 2359            0          419              3  NorthAmerica  <=50K
## 2360            0            0             40  NorthAmerica  <=50K
## 2361            0            0             70  NorthAmerica  <=50K
## 2362        99999            0             60  NorthAmerica   >50K
## 2363         7298            0             44  NorthAmerica   >50K
## 2364            0            0             40  NorthAmerica  <=50K
## 2365            0            0             40  NorthAmerica  <=50K
## 2366            0            0             35  NorthAmerica  <=50K
## 2367            0            0             45  NorthAmerica  <=50K
## 2368         4787            0             40  NorthAmerica   >50K
## 2369            0            0             40  NorthAmerica  <=50K
## 2370         3781            0             50  NorthAmerica  <=50K
## 2371            0            0             40  NorthAmerica  <=50K
## 2372            0            0             30  CentrAmerica  <=50K
## 2373         3471            0             40  NorthAmerica  <=50K
## 2374            0            0             40        Europe  <=50K
## 2375            0            0             40        Europe  <=50K
## 2376            0            0             40  NorthAmerica  <=50K
## 2377            0            0             44  NorthAmerica  <=50K
## 2378            0            0             40        Europe   >50K
## 2379            0            0             40  NorthAmerica  <=50K
## 2380            0         1408             40  NorthAmerica  <=50K
## 2381            0            0             35  NorthAmerica  <=50K
## 2382            0            0             10  NorthAmerica  <=50K
## 2383            0         1590             40  NorthAmerica  <=50K
## 2384            0            0             40  NorthAmerica  <=50K
## 2385            0            0             30  NorthAmerica  <=50K
## 2386        15024            0             50  NorthAmerica   >50K
## 2387            0            0             45  NorthAmerica   >50K
## 2388            0            0             50  NorthAmerica  <=50K
## 2389            0            0             45  NorthAmerica  <=50K
## 2390            0            0             40  NorthAmerica  <=50K
## 2391            0            0             65  NorthAmerica   >50K
## 2392            0            0             55  NorthAmerica  <=50K
## 2393            0         1579             40  NorthAmerica  <=50K
## 2394            0            0             45  NorthAmerica  <=50K
## 2395            0            0             40  NorthAmerica  <=50K
## 2396            0         1741             40  NorthAmerica  <=50K
## 2397            0         1564             54  NorthAmerica   >50K
## 2398            0            0             40  NorthAmerica  <=50K
## 2399            0            0             35  NorthAmerica  <=50K
## 2400            0            0             30  NorthAmerica  <=50K
## 2401            0            0             40  NorthAmerica  <=50K
## 2402            0            0             40  NorthAmerica  <=50K
## 2403            0            0             25  NorthAmerica  <=50K
## 2404            0            0             40  NorthAmerica   >50K
## 2405         3137            0             50  NorthAmerica  <=50K
## 2406            0            0             40  NorthAmerica  <=50K
## 2407            0            0             40  NorthAmerica   >50K
## 2408            0            0             40  NorthAmerica  <=50K
## 2409         3325            0             40  NorthAmerica  <=50K
## 2410            0            0             40  NorthAmerica  <=50K
## 2411            0            0             40  NorthAmerica  <=50K
## 2412            0            0             65  NorthAmerica  <=50K
## 2413            0            0             40         EAsia  <=50K
## 2414            0            0             40  NorthAmerica  <=50K
## 2415            0         2547             50  NorthAmerica   >50K
## 2416            0            0             40  NorthAmerica   >50K
## 2417            0            0             25  NorthAmerica  <=50K
## 2418            0            0             40  NorthAmerica  <=50K
## 2419            0            0             40  NorthAmerica  <=50K
## 2420            0            0             40  NorthAmerica  <=50K
## 2421            0         2174             40  NorthAmerica   >50K
## 2422            0         2206             30  NorthAmerica  <=50K
## 2423            0            0             60  NorthAmerica  <=50K
## 2424            0            0             40  NorthAmerica  <=50K
## 2425            0            0             40  NorthAmerica  <=50K
## 2426            0            0             44  NorthAmerica   >50K
## 2427            0         2415             35        Europe   >50K
## 2428            0            0             36  NorthAmerica  <=50K
## 2429            0            0             40  NorthAmerica  <=50K
## 2430            0            0             84  NorthAmerica  <=50K
## 2431         7298            0             40  NorthAmerica   >50K
## 2432            0            0             52  NorthAmerica   >50K
## 2433            0            0             35         EAsia  <=50K
## 2434            0            0             50  NorthAmerica   >50K
## 2435            0            0             40  NorthAmerica  <=50K
## 2436            0            0             40  NorthAmerica  <=50K
## 2437            0            0             25  NorthAmerica  <=50K
## 2438            0            0             40  NorthAmerica  <=50K
## 2439            0            0             24  NorthAmerica  <=50K
## 2440            0            0             40  NorthAmerica  <=50K
## 2441            0            0             40  NorthAmerica  <=50K
## 2442            0            0             20  CentrAmerica  <=50K
## 2443            0            0             40  NorthAmerica  <=50K
## 2444            0            0             40  NorthAmerica  <=50K
## 2445            0            0              3  NorthAmerica  <=50K
## 2446            0            0             40  NorthAmerica  <=50K
## 2447            0            0             40  NorthAmerica  <=50K
## 2448            0            0             25  NorthAmerica  <=50K
## 2449            0            0             40  NorthAmerica  <=50K
## 2450            0            0             25  NorthAmerica  <=50K
## 2451            0            0             40  NorthAmerica  <=50K
## 2452            0            0             30  NorthAmerica  <=50K
## 2453            0            0             40  NorthAmerica  <=50K
## 2454            0            0             40  NorthAmerica  <=50K
## 2455            0            0             37  NorthAmerica  <=50K
## 2456            0            0             40  NorthAmerica  <=50K
## 2457            0            0             40  NorthAmerica  <=50K
## 2458            0            0             40  NorthAmerica  <=50K
## 2459            0            0             38  NorthAmerica  <=50K
## 2460            0            0             20  NorthAmerica  <=50K
## 2461         4386            0             40  NorthAmerica   >50K
## 2462            0            0             40  NorthAmerica  <=50K
## 2463        15024            0             40  NorthAmerica   >50K
## 2464            0            0             40  NorthAmerica  <=50K
## 2465            0            0              8  NorthAmerica  <=50K
## 2466         3103            0             44  NorthAmerica   >50K
## 2467            0            0             55  NorthAmerica  <=50K
## 2468            0            0             40  NorthAmerica  <=50K
## 2469            0         1590             40  NorthAmerica  <=50K
## 2470            0            0             54  CentrAmerica   >50K
## 2471            0            0             40  NorthAmerica   >50K
## 2472            0            0             40  NorthAmerica  <=50K
## 2473            0            0             40  NorthAmerica   >50K
## 2474            0         2415             60  NorthAmerica   >50K
## 2475            0            0             40  NorthAmerica  <=50K
## 2476            0            0             38  NorthAmerica  <=50K
## 2477            0            0             40  NorthAmerica  <=50K
## 2478            0            0             40  NorthAmerica  <=50K
## 2479         3818            0             30  NorthAmerica  <=50K
## 2480            0            0             40  NorthAmerica  <=50K
## 2481            0            0             50  NorthAmerica  <=50K
## 2482         7688            0             52  NorthAmerica   >50K
## 2483            0            0             40  NorthAmerica  <=50K
## 2484            0            0             10  NorthAmerica  <=50K
## 2485            0            0             40  NorthAmerica   >50K
## 2486            0            0             40  NorthAmerica  <=50K
## 2487         1409            0              5  NorthAmerica  <=50K
## 2488            0            0             40  NorthAmerica  <=50K
## 2489            0            0             40  NorthAmerica  <=50K
## 2490            0            0             48  NorthAmerica  <=50K
## 2491            0            0             48  NorthAmerica  <=50K
## 2492            0            0              8  NorthAmerica  <=50K
## 2493            0            0             40  NorthAmerica  <=50K
## 2494            0            0             20  NorthAmerica  <=50K
## 2495            0            0             50  NorthAmerica  <=50K
## 2496         7298            0             40  NorthAmerica   >50K
## 2497            0            0             25  NorthAmerica  <=50K
## 2498            0            0             60  NorthAmerica   >50K
## 2499            0            0             40  NorthAmerica   >50K
## 2500            0            0             40  NorthAmerica  <=50K
## 2501            0            0             40  NorthAmerica  <=50K
## 2502            0         1980             60  NorthAmerica  <=50K
## 2503            0            0             40   USTerritory  <=50K
## 2504            0            0             50  NorthAmerica  <=50K
## 2505            0            0             40  NorthAmerica  <=50K
## 2506            0            0             55  NorthAmerica   >50K
## 2507            0            0             40  NorthAmerica  <=50K
## 2508            0            0             25  NorthAmerica  <=50K
## 2509            0            0             45  NorthAmerica   >50K
## 2510            0            0             50  NorthAmerica   >50K
## 2511            0            0             35  NorthAmerica  <=50K
## 2512            0            0              6  NorthAmerica  <=50K
## 2513            0            0             40  CentrAmerica   >50K
## 2514         3942            0             40  CentrAmerica  <=50K
## 2515            0            0             45  NorthAmerica   >50K
## 2516            0            0             40  NorthAmerica  <=50K
## 2517            0            0             40  NorthAmerica  <=50K
## 2518         5178            0             60  NorthAmerica   >50K
## 2519            0            0             40  CentrAmerica  <=50K
## 2520            0            0             40  NorthAmerica  <=50K
## 2521            0            0             60  NorthAmerica   >50K
## 2522            0            0             40  NorthAmerica  <=50K
## 2523            0            0             40  NorthAmerica  <=50K
## 2524            0            0             35  NorthAmerica  <=50K
## 2525            0            0             40  NorthAmerica  <=50K
## 2526            0            0             40  NorthAmerica  <=50K
## 2527            0            0             40  NorthAmerica  <=50K
## 2528            0         1741             45  NorthAmerica  <=50K
## 2529            0            0             30  NorthAmerica  <=50K
## 2530            0            0             56  NorthAmerica   >50K
## 2531            0            0             25  NorthAmerica  <=50K
## 2532            0            0             25  NorthAmerica  <=50K
## 2533            0            0             40  NorthAmerica  <=50K
## 2534            0            0             40  NorthAmerica  <=50K
## 2535            0            0             50  NorthAmerica  <=50K
## 2536            0            0             40  NorthAmerica  <=50K
## 2537            0            0             40  NorthAmerica  <=50K
## 2538            0            0             65  NorthAmerica  <=50K
## 2539            0            0             50  NorthAmerica   >50K
## 2540            0            0             40  NorthAmerica  <=50K
## 2541            0            0              8  NorthAmerica  <=50K
## 2542            0            0             40  NorthAmerica   >50K
## 2543            0            0             50  NorthAmerica  <=50K
## 2544          914            0             40  NorthAmerica  <=50K
## 2545            0            0             35  NorthAmerica  <=50K
## 2546            0            0             50  NorthAmerica  <=50K
## 2547            0            0             70  NorthAmerica   >50K
## 2548            0            0             35  NorthAmerica  <=50K
## 2549            0            0             40  NorthAmerica  <=50K
## 2550            0            0             40  CentrAmerica  <=50K
## 2551            0            0             40  NorthAmerica  <=50K
## 2552            0            0             40  NorthAmerica  <=50K
## 2553            0            0             40  NorthAmerica  <=50K
## 2554            0            0             40  NorthAmerica  <=50K
## 2555            0            0             40  NorthAmerica  <=50K
## 2556            0            0             60  NorthAmerica  <=50K
## 2557            0            0             50  NorthAmerica   >50K
## 2558            0            0             21  NorthAmerica  <=50K
## 2559         4064            0             40         SAsia  <=50K
## 2560         4064            0             15  NorthAmerica  <=50K
## 2561            0            0             20  NorthAmerica   >50K
## 2562            0            0             40  CentrAmerica  <=50K
## 2563            0            0             45  NorthAmerica  <=50K
## 2564            0            0             20  NorthAmerica  <=50K
## 2565            0            0             30  NorthAmerica  <=50K
## 2566            0            0             40  NorthAmerica  <=50K
## 2567            0            0             40  NorthAmerica  <=50K
## 2568            0            0             13  NorthAmerica  <=50K
## 2569            0            0             65  NorthAmerica  <=50K
## 2570         7688            0             50  NorthAmerica   >50K
## 2571            0            0             40  NorthAmerica   >50K
## 2572            0            0             30  NorthAmerica  <=50K
## 2573            0            0             40  CentrAmerica  <=50K
## 2574            0            0             40  NorthAmerica  <=50K
## 2575         7688            0             50  NorthAmerica   >50K
## 2576            0            0             40  NorthAmerica  <=50K
## 2577            0            0             65  NorthAmerica   >50K
## 2578            0            0             52  NorthAmerica  <=50K
## 2579            0            0             40  NorthAmerica   >50K
## 2580            0            0             25  NorthAmerica  <=50K
## 2581            0            0             60  NorthAmerica   >50K
## 2582            0            0             40  CentrAmerica  <=50K
## 2583            0            0             50  NorthAmerica  <=50K
## 2584         7298            0             50  NorthAmerica   >50K
## 2585            0            0             40        Europe  <=50K
## 2586            0            0             40  NorthAmerica  <=50K
## 2587            0            0             35        Europe  <=50K
## 2588            0            0             45  CentrAmerica  <=50K
## 2589            0            0             50  NorthAmerica   >50K
## 2590            0            0             45  NorthAmerica   >50K
## 2591            0            0             40         EAsia  <=50K
## 2592            0            0             40  CentrAmerica  <=50K
## 2593          401            0             20  NorthAmerica  <=50K
## 2594         8614            0             52  NorthAmerica   >50K
## 2595            0            0              3  NorthAmerica  <=50K
## 2596            0            0             24  NorthAmerica  <=50K
## 2597            0            0             40  NorthAmerica  <=50K
## 2598         8614            0             45  NorthAmerica   >50K
## 2599            0            0             50  NorthAmerica   >50K
## 2600            0            0             35  NorthAmerica   >50K
## 2601            0            0             55  NorthAmerica  <=50K
## 2602            0            0             40  NorthAmerica  <=50K
## 2603            0            0             40  NorthAmerica  <=50K
## 2604            0            0             45  NorthAmerica   >50K
## 2605            0            0             27  NorthAmerica  <=50K
## 2606            0            0             40  NorthAmerica  <=50K
## 2607            0            0             50  NorthAmerica  <=50K
## 2608            0         1977             55  NorthAmerica   >50K
## 2609            0            0             40  NorthAmerica  <=50K
## 2610            0            0             40  NorthAmerica  <=50K
## 2611            0            0             25  NorthAmerica  <=50K
## 2612            0            0             30  NorthAmerica  <=50K
## 2613            0            0             40  NorthAmerica  <=50K
## 2614            0            0             45  NorthAmerica  <=50K
## 2615            0            0             40  NorthAmerica   >50K
## 2616            0            0             20  NorthAmerica  <=50K
## 2617            0            0             40  NorthAmerica  <=50K
## 2618            0            0             40  NorthAmerica  <=50K
## 2619            0            0             40  NorthAmerica   >50K
## 2620            0            0             40  NorthAmerica  <=50K
## 2621            0            0             40  NorthAmerica   >50K
## 2622            0            0             20  NorthAmerica  <=50K
## 2623            0            0             60  NorthAmerica  <=50K
## 2624            0            0             40  NorthAmerica  <=50K
## 2625            0            0             50  NorthAmerica   >50K
## 2626            0            0             70  NorthAmerica  <=50K
## 2627         7298            0             40  NorthAmerica   >50K
## 2628            0            0             40  NorthAmerica  <=50K
## 2629            0            0             60  NorthAmerica  <=50K
## 2630            0            0             45  NorthAmerica  <=50K
## 2631            0         1340             40  NorthAmerica  <=50K
## 2632        15024            0             40  NorthAmerica   >50K
## 2633            0            0             20  NorthAmerica  <=50K
## 2634            0            0             60  NorthAmerica   >50K
## 2635            0            0             30  NorthAmerica  <=50K
## 2636            0            0             40  NorthAmerica  <=50K
## 2637            0            0             15  NorthAmerica  <=50K
## 2638            0            0             40  NorthAmerica   >50K
## 2639            0            0             50  NorthAmerica   >50K
## 2640            0            0             40  CentrAmerica  <=50K
## 2641            0            0             40  NorthAmerica  <=50K
## 2642            0            0             50  NorthAmerica  <=50K
## 2643            0            0             45  NorthAmerica  <=50K
## 2644         7688            0             40  NorthAmerica   >50K
## 2645            0            0             40  NorthAmerica  <=50K
## 2646            0            0             40  NorthAmerica  <=50K
## 2647            0            0             25  CentrAmerica  <=50K
## 2648            0            0             49  CentrAmerica  <=50K
## 2649         4101            0             50  NorthAmerica  <=50K
## 2650            0            0             40  NorthAmerica  <=50K
## 2651            0            0             40  NorthAmerica  <=50K
## 2652            0            0             50  NorthAmerica  <=50K
## 2653            0            0             40         SAsia   >50K
## 2654            0            0             40         EAsia  <=50K
## 2655            0            0             55  NorthAmerica  <=50K
## 2656            0            0             40         EAsia  <=50K
## 2657            0            0             24  NorthAmerica  <=50K
## 2658            0            0             40  NorthAmerica  <=50K
## 2659            0            0             50  NorthAmerica  <=50K
## 2660            0            0             60  SouthAmerica  <=50K
## 2661            0            0             45  NorthAmerica   >50K
## 2662            0            0             40  NorthAmerica  <=50K
## 2663            0            0             40  NorthAmerica  <=50K
## 2664            0            0             56  NorthAmerica   >50K
## 2665        10520            0             40  NorthAmerica   >50K
## 2666            0            0             70  NorthAmerica   >50K
## 2667            0            0             43  NorthAmerica  <=50K
## 2668            0            0             75  NorthAmerica  <=50K
## 2669            0            0             40  CentrAmerica  <=50K
## 2670            0            0             40  NorthAmerica   >50K
## 2671         3103            0             40  NorthAmerica   >50K
## 2672            0            0             40  NorthAmerica  <=50K
## 2673            0            0             50  NorthAmerica  <=50K
## 2674            0            0             36  NorthAmerica  <=50K
## 2675            0            0             25  NorthAmerica  <=50K
## 2676            0            0             40  NorthAmerica  <=50K
## 2677            0            0             24  NorthAmerica  <=50K
## 2678            0            0             40  NorthAmerica  <=50K
## 2679            0            0             45  NorthAmerica  <=50K
## 2680            0            0             40  NorthAmerica  <=50K
## 2681            0            0             28  CentrAmerica  <=50K
## 2682            0            0             40  NorthAmerica  <=50K
## 2683            0            0             40  NorthAmerica  <=50K
## 2684            0            0             40  NorthAmerica   >50K
## 2685            0            0             15  NorthAmerica  <=50K
## 2686            0            0             40  NorthAmerica  <=50K
## 2687            0            0             42  NorthAmerica  <=50K
## 2688         7688            0             45  NorthAmerica   >50K
## 2689            0            0             58  NorthAmerica  <=50K
## 2690            0            0             40  NorthAmerica  <=50K
## 2691            0            0             40  NorthAmerica  <=50K
## 2692            0            0              5  NorthAmerica  <=50K
## 2693            0            0             40  NorthAmerica  <=50K
## 2694            0            0             40  NorthAmerica  <=50K
## 2695         2829            0             70  NorthAmerica  <=50K
## 2696         7688            0             55  NorthAmerica   >50K
## 2697            0            0             15  NorthAmerica  <=50K
## 2698            0            0             50  NorthAmerica  <=50K
## 2699            0            0             40  NorthAmerica  <=50K
## 2700            0            0             45  NorthAmerica  <=50K
## 2701            0            0             40  NorthAmerica  <=50K
## 2702         4865            0             40  NorthAmerica  <=50K
## 2703            0            0             40  NorthAmerica  <=50K
## 2704            0            0             20  NorthAmerica  <=50K
## 2705            0            0             25  NorthAmerica  <=50K
## 2706            0            0             40  NorthAmerica  <=50K
## 2707            0            0             50  NorthAmerica  <=50K
## 2708        99999            0             45  NorthAmerica   >50K
## 2709            0            0             30  NorthAmerica  <=50K
## 2710            0            0             40  NorthAmerica  <=50K
## 2711            0            0             45  NorthAmerica   >50K
## 2712            0            0             50  NorthAmerica  <=50K
## 2713            0            0             40  NorthAmerica  <=50K
## 2714         8614            0             40  NorthAmerica   >50K
## 2715            0            0             35  NorthAmerica  <=50K
## 2716            0            0             40  NorthAmerica  <=50K
## 2717            0            0             20  NorthAmerica   >50K
## 2718            0            0             45  CentrAmerica  <=50K
## 2719            0            0             50  NorthAmerica  <=50K
## 2720            0            0             50  NorthAmerica   >50K
## 2721         2977            0             35  NorthAmerica  <=50K
## 2722            0            0             55  NorthAmerica   >50K
## 2723            0            0             40  NorthAmerica  <=50K
## 2724            0            0             40  NorthAmerica  <=50K
## 2725         4934            0             50  NorthAmerica   >50K
## 2726            0            0             40  NorthAmerica   >50K
## 2727            0            0             40  NorthAmerica   >50K
## 2728            0            0             40  NorthAmerica  <=50K
## 2729            0            0             25  NorthAmerica  <=50K
## 2730            0            0             35  NorthAmerica  <=50K
## 2731            0            0             20  NorthAmerica  <=50K
## 2732            0            0             30  NorthAmerica   >50K
## 2733         2597            0             48  NorthAmerica  <=50K
## 2734            0            0             32  NorthAmerica  <=50K
## 2735            0            0             40  NorthAmerica   >50K
## 2736            0         1602             40  CentrAmerica  <=50K
## 2737            0            0             40  NorthAmerica   >50K
## 2738            0            0             40  NorthAmerica  <=50K
## 2739         7298            0             45  NorthAmerica   >50K
## 2740            0            0             40  NorthAmerica  <=50K
## 2741         7688            0             40  NorthAmerica   >50K
## 2742            0            0             40  NorthAmerica  <=50K
## 2743            0            0             35  NorthAmerica  <=50K
## 2744            0         1902             40  NorthAmerica  <=50K
## 2745         7688            0             40  NorthAmerica   >50K
## 2746            0            0             40  NorthAmerica  <=50K
## 2747          594            0             10  NorthAmerica  <=50K
## 2748            0            0             40  NorthAmerica  <=50K
## 2749            0            0             55  NorthAmerica  <=50K
## 2750            0            0             11  CentrAmerica  <=50K
## 2751            0            0             50  NorthAmerica  <=50K
## 2752            0            0             20  NorthAmerica  <=50K
## 2753         4386            0             50        Europe   >50K
## 2754            0            0             65  NorthAmerica   >50K
## 2755            0            0             30  NorthAmerica  <=50K
## 2756            0            0             40  NorthAmerica  <=50K
## 2757            0         1977             60  NorthAmerica   >50K
## 2758            0            0             40  NorthAmerica  <=50K
## 2759            0            0             40  NorthAmerica  <=50K
## 2760            0            0             50  NorthAmerica   >50K
## 2761            0            0             25  NorthAmerica  <=50K
## 2762            0            0             84  NorthAmerica  <=50K
## 2763            0            0             45  NorthAmerica   >50K
## 2764            0            0             40  NorthAmerica  <=50K
## 2765            0            0             40  NorthAmerica  <=50K
## 2766            0            0             30  NorthAmerica  <=50K
## 2767            0            0             40  NorthAmerica  <=50K
## 2768            0            0             48  NorthAmerica   >50K
## 2769            0            0             38  NorthAmerica  <=50K
## 2770            0            0             40  NorthAmerica  <=50K
## 2771            0            0             40  NorthAmerica  <=50K
## 2772            0            0             55  NorthAmerica  <=50K
## 2773            0            0             35  NorthAmerica  <=50K
## 2774            0            0             40  NorthAmerica  <=50K
## 2775            0            0             18  NorthAmerica   >50K
## 2776            0         1902             60  CentrAmerica   >50K
## 2777            0            0             40  NorthAmerica  <=50K
## 2778            0            0             70  NorthAmerica  <=50K
## 2779            0            0             40  NorthAmerica  <=50K
## 2780            0            0             60        Europe  <=50K
## 2781            0            0             34  NorthAmerica  <=50K
## 2782            0            0             45  NorthAmerica   >50K
## 2783            0            0             40  NorthAmerica  <=50K
## 2784            0            0             60  NorthAmerica   >50K
## 2785            0         2339             40  NorthAmerica  <=50K
## 2786            0            0             30  NorthAmerica  <=50K
## 2787            0            0             50  NorthAmerica  <=50K
## 2788            0            0             50  NorthAmerica  <=50K
## 2789            0            0             50        Europe  <=50K
## 2790            0            0             60  NorthAmerica  <=50K
## 2791            0            0             40  CentrAmerica  <=50K
## 2792            0            0             40  NorthAmerica  <=50K
## 2793         6849            0             55  NorthAmerica  <=50K
## 2794            0            0             35  NorthAmerica  <=50K
## 2795            0            0             40  CentrAmerica  <=50K
## 2796            0            0             40  NorthAmerica  <=50K
## 2797            0         1977             60  NorthAmerica   >50K
## 2798            0            0             45  NorthAmerica  <=50K
## 2799            0            0             40  NorthAmerica  <=50K
## 2800            0            0             38  NorthAmerica  <=50K
## 2801            0            0             40  NorthAmerica   >50K
## 2802            0            0             25  NorthAmerica  <=50K
## 2803            0            0             60  NorthAmerica  <=50K
## 2804            0            0             20  NorthAmerica  <=50K
## 2805            0            0             40  NorthAmerica  <=50K
## 2806            0            0             10  NorthAmerica  <=50K
## 2807            0            0             38  NorthAmerica  <=50K
## 2808            0            0             30  NorthAmerica  <=50K
## 2809            0            0             30  NorthAmerica  <=50K
## 2810            0            0             40  NorthAmerica  <=50K
## 2811            0            0             50  NorthAmerica  <=50K
## 2812            0            0             20  NorthAmerica  <=50K
## 2813         5013            0             20  NorthAmerica  <=50K
## 2814            0         2205             24  NorthAmerica  <=50K
## 2815            0            0             40  NorthAmerica  <=50K
## 2816            0            0             37  NorthAmerica  <=50K
## 2817            0            0             50  NorthAmerica  <=50K
## 2818            0            0             40  NorthAmerica   >50K
## 2819            0            0             40  NorthAmerica  <=50K
## 2820            0            0             40  NorthAmerica  <=50K
## 2821            0            0             40  NorthAmerica  <=50K
## 2822            0            0             48  NorthAmerica  <=50K
## 2823            0            0             40  NorthAmerica  <=50K
## 2824            0            0             30  NorthAmerica  <=50K
## 2825            0            0             30  NorthAmerica  <=50K
## 2826            0            0             55  NorthAmerica  <=50K
## 2827            0            0             40  NorthAmerica  <=50K
## 2828            0            0             40  NorthAmerica  <=50K
## 2829            0            0             40  NorthAmerica   >50K
## 2830            0            0             60  NorthAmerica   >50K
## 2831            0            0             55  NorthAmerica  <=50K
## 2832            0            0             48  NorthAmerica  <=50K
## 2833            0            0             60  NorthAmerica   >50K
## 2834            0         1977             50  NorthAmerica   >50K
## 2835            0            0             40         EAsia  <=50K
## 2836            0            0             20  NorthAmerica  <=50K
## 2837            0            0             40  NorthAmerica  <=50K
## 2838            0            0             15  NorthAmerica  <=50K
## 2839            0            0             40  NorthAmerica  <=50K
## 2840            0            0             40  NorthAmerica  <=50K
## 2841        14084            0             40  NorthAmerica   >50K
## 2842            0         1726             40  NorthAmerica  <=50K
## 2843            0            0             40  NorthAmerica  <=50K
## 2844            0         1485             40  NorthAmerica   >50K
## 2845         7688            0             60  NorthAmerica   >50K
## 2846            0            0             45  NorthAmerica   >50K
## 2847            0            0             50  NorthAmerica  <=50K
## 2848            0            0             40  NorthAmerica  <=50K
## 2849            0            0             60  NorthAmerica   >50K
## 2850            0            0             37  NorthAmerica  <=50K
## 2851            0            0             40  NorthAmerica  <=50K
## 2852            0            0             20  NorthAmerica  <=50K
## 2853            0            0             30  NorthAmerica  <=50K
## 2854            0            0             40  NorthAmerica  <=50K
## 2855            0            0             40  NorthAmerica  <=50K
## 2856            0            0             40  NorthAmerica  <=50K
## 2857            0            0             40  NorthAmerica  <=50K
## 2858            0            0             58  NorthAmerica  <=50K
## 2859            0            0             40  NorthAmerica  <=50K
## 2860            0         2444             45  NorthAmerica   >50K
## 2861            0            0             40  NorthAmerica   >50K
## 2862            0            0             40  CentrAmerica  <=50K
## 2863            0            0             43  NorthAmerica  <=50K
## 2864            0            0             55  NorthAmerica  <=50K
## 2865            0            0             25  NorthAmerica  <=50K
## 2866            0            0             40  NorthAmerica  <=50K
## 2867            0            0             40  NorthAmerica  <=50K
## 2868            0            0             40  NorthAmerica  <=50K
## 2869            0            0             30  NorthAmerica  <=50K
## 2870            0            0             40  NorthAmerica  <=50K
## 2871            0            0             40  NorthAmerica  <=50K
## 2872            0            0             60  NorthAmerica   >50K
## 2873            0            0             40  NorthAmerica  <=50K
## 2874            0            0             35  NorthAmerica  <=50K
## 2875         7688            0             33  NorthAmerica   >50K
## 2876            0            0             40  NorthAmerica  <=50K
## 2877            0            0             40  NorthAmerica  <=50K
## 2878            0            0             45  NorthAmerica  <=50K
## 2879            0            0             40  NorthAmerica  <=50K
## 2880            0            0             40  NorthAmerica  <=50K
## 2881            0            0             40  NorthAmerica  <=50K
## 2882            0            0             40  NorthAmerica  <=50K
## 2883            0            0             40  NorthAmerica  <=50K
## 2884            0            0             50  NorthAmerica   >50K
## 2885            0            0             10  NorthAmerica  <=50K
## 2886            0            0             40  NorthAmerica  <=50K
## 2887         7298            0             50  NorthAmerica   >50K
## 2888            0            0             40  NorthAmerica  <=50K
## 2889            0            0             40  NorthAmerica  <=50K
## 2890            0            0             45  NorthAmerica  <=50K
## 2891            0            0             40  NorthAmerica  <=50K
## 2892            0            0             40   USTerritory  <=50K
## 2893            0            0             16  NorthAmerica  <=50K
## 2894            0            0             40  NorthAmerica  <=50K
## 2895            0            0             45  NorthAmerica   >50K
## 2896            0            0             27  NorthAmerica  <=50K
## 2897            0            0             40  NorthAmerica   >50K
## 2898            0            0             35  NorthAmerica  <=50K
## 2899            0            0             40         EAsia  <=50K
## 2900            0            0             30        Europe  <=50K
## 2901            0            0             48        Europe   >50K
## 2902            0         2392             75  NorthAmerica   >50K
## 2903            0            0             40  NorthAmerica  <=50K
## 2904            0            0             40  NorthAmerica  <=50K
## 2905            0         1672             50  NorthAmerica  <=50K
## 2906            0            0             40  NorthAmerica  <=50K
## 2907         2062            0              5  NorthAmerica  <=50K
## 2908            0         1138             40  NorthAmerica  <=50K
## 2909            0            0              8  NorthAmerica  <=50K
## 2910            0            0             50  CentrAmerica   >50K
## 2911            0            0             30  NorthAmerica  <=50K
## 2912            0            0             40  NorthAmerica  <=50K
## 2913            0            0             45  NorthAmerica  <=50K
## 2914            0            0             40  NorthAmerica  <=50K
## 2915            0            0             40  NorthAmerica  <=50K
## 2916            0            0             40  NorthAmerica  <=50K
## 2917            0            0             38  NorthAmerica  <=50K
## 2918            0            0             40  NorthAmerica   >50K
## 2919            0            0             50  NorthAmerica  <=50K
## 2920            0            0             60  NorthAmerica   >50K
## 2921            0            0             98  NorthAmerica  <=50K
## 2922            0            0             36  NorthAmerica  <=50K
## 2923            0            0             40  NorthAmerica  <=50K
## 2924            0            0             60  NorthAmerica  <=50K
## 2925            0            0             40  NorthAmerica  <=50K
## 2926            0         1902             40  NorthAmerica   >50K
## 2927            0            0             40  CentrAmerica  <=50K
## 2928            0            0             35  NorthAmerica  <=50K
## 2929            0            0             40  NorthAmerica  <=50K
## 2930            0            0             70  NorthAmerica  <=50K
## 2931            0            0              5  NorthAmerica  <=50K
## 2932            0            0             35  NorthAmerica  <=50K
## 2933            0            0              2  NorthAmerica  <=50K
## 2934            0            0             50        Europe   >50K
## 2935            0            0             25  NorthAmerica  <=50K
## 2936            0         1740             48  NorthAmerica  <=50K
## 2937            0            0             40  NorthAmerica  <=50K
## 2938            0            0             40  NorthAmerica  <=50K
## 2939            0            0             40  NorthAmerica  <=50K
## 2940            0            0             40  NorthAmerica  <=50K
## 2941            0            0             35  NorthAmerica  <=50K
## 2942            0            0             35  NorthAmerica   >50K
## 2943            0            0             40  NorthAmerica  <=50K
## 2944            0            0             20  NorthAmerica  <=50K
## 2945            0            0             16  NorthAmerica  <=50K
## 2946            0            0             40  NorthAmerica  <=50K
## 2947            0            0             35  NorthAmerica  <=50K
## 2948            0            0             10  NorthAmerica  <=50K
## 2949            0            0             55  NorthAmerica   >50K
## 2950            0            0             42  NorthAmerica  <=50K
## 2951            0            0             42  NorthAmerica   >50K
## 2952            0         1669             38  NorthAmerica  <=50K
## 2953            0            0             22  NorthAmerica  <=50K
## 2954            0            0             30  NorthAmerica  <=50K
## 2955            0            0             40  NorthAmerica  <=50K
## 2956            0            0             40  NorthAmerica  <=50K
## 2957            0            0             35  NorthAmerica   >50K
## 2958            0            0             50  NorthAmerica  <=50K
## 2959            0            0             40  NorthAmerica  <=50K
## 2960            0            0             80  NorthAmerica  <=50K
## 2961            0            0             50  NorthAmerica  <=50K
## 2962            0            0             10  NorthAmerica  <=50K
## 2963            0            0             40  NorthAmerica   >50K
## 2964            0            0             85  NorthAmerica  <=50K
## 2965            0            0             45  NorthAmerica  <=50K
## 2966            0            0             44  NorthAmerica   >50K
## 2967            0            0             35        Europe  <=50K
## 2968            0            0             40  NorthAmerica  <=50K
## 2969            0            0             52  NorthAmerica   >50K
## 2970            0            0             20  NorthAmerica  <=50K
## 2971            0            0             50  NorthAmerica  <=50K
## 2972         3103            0             45  NorthAmerica   >50K
## 2973            0            0             35  NorthAmerica  <=50K
## 2974            0            0             40  NorthAmerica   >50K
## 2975            0            0             40  NorthAmerica  <=50K
## 2976            0            0             40  NorthAmerica  <=50K
## 2977         3325            0             35  NorthAmerica  <=50K
## 2978            0            0             44  NorthAmerica   >50K
## 2979            0            0             56  NorthAmerica  <=50K
## 2980            0            0             35  NorthAmerica  <=50K
## 2981            0            0             40  NorthAmerica   >50K
## 2982            0            0             30  NorthAmerica  <=50K
## 2983            0            0             40  NorthAmerica  <=50K
## 2984            0            0             30  NorthAmerica  <=50K
## 2985            0            0             40  NorthAmerica  <=50K
## 2986            0            0             30  NorthAmerica  <=50K
## 2987            0            0             40  NorthAmerica   >50K
## 2988            0            0             40  NorthAmerica  <=50K
## 2989            0            0             40  NorthAmerica  <=50K
## 2990            0            0             48         SAsia  <=50K
## 2991            0            0             25  NorthAmerica  <=50K
## 2992            0            0             40  NorthAmerica  <=50K
## 2993            0            0             35  SouthAmerica  <=50K
## 2994            0            0             40  NorthAmerica  <=50K
## 2995            0            0             60         EAsia  <=50K
## 2996            0            0             30  NorthAmerica  <=50K
## 2997            0            0             45  NorthAmerica  <=50K
## 2998            0            0             32  NorthAmerica  <=50K
## 2999         2829            0             30  NorthAmerica  <=50K
## 3000            0            0              8  NorthAmerica  <=50K
## 3001            0            0             40  NorthAmerica  <=50K
## 3002            0            0             60  NorthAmerica  <=50K
## 3003            0            0             40  NorthAmerica  <=50K
## 3004            0            0             25  NorthAmerica  <=50K
## 3005            0            0             40  NorthAmerica  <=50K
## 3006            0            0             30  NorthAmerica  <=50K
## 3007            0            0             52  NorthAmerica  <=50K
## 3008            0            0             35  NorthAmerica  <=50K
## 3009            0            0             40  NorthAmerica  <=50K
## 3010            0            0             43  NorthAmerica  <=50K
## 3011            0            0             60  NorthAmerica  <=50K
## 3012            0            0             45  NorthAmerica   >50K
## 3013            0            0             45  NorthAmerica   >50K
## 3014         4787            0             40  NorthAmerica   >50K
## 3015            0            0             40  NorthAmerica   >50K
## 3016         4650            0             50  NorthAmerica  <=50K
## 3017            0            0             40  NorthAmerica  <=50K
## 3018            0            0             40  NorthAmerica   >50K
## 3019            0            0             65  NorthAmerica  <=50K
## 3020            0            0             40  NorthAmerica  <=50K
## 3021            0            0             40  NorthAmerica   >50K
## 3022            0         1902             40         EAsia   >50K
## 3023            0            0             40  NorthAmerica   >50K
## 3024            0            0             40  CentrAmerica  <=50K
## 3025            0         1762             32  NorthAmerica  <=50K
## 3026            0            0             40        Europe  <=50K
## 3027            0            0             45  NorthAmerica  <=50K
## 3028            0         2415             60  NorthAmerica   >50K
## 3029            0            0             40  NorthAmerica  <=50K
## 3030            0            0             40  NorthAmerica  <=50K
## 3031            0            0             40  NorthAmerica  <=50K
## 3032            0         2238             40  NorthAmerica  <=50K
## 3033            0            0             75  NorthAmerica   >50K
## 3034            0            0             25  NorthAmerica  <=50K
## 3035            0            0             60  NorthAmerica  <=50K
## 3036            0            0             60  NorthAmerica   >50K
## 3037            0            0              6  NorthAmerica  <=50K
## 3038            0            0             40  NorthAmerica  <=50K
## 3039            0            0             55  NorthAmerica  <=50K
## 3040            0            0             60  NorthAmerica   >50K
## 3041            0            0             52  NorthAmerica   >50K
## 3042            0            0              9  NorthAmerica  <=50K
## 3043            0            0             15  NorthAmerica  <=50K
## 3044            0            0             40  NorthAmerica  <=50K
## 3045            0            0             35  NorthAmerica  <=50K
## 3046            0         1876             56  NorthAmerica  <=50K
## 3047            0            0             30  NorthAmerica  <=50K
## 3048            0            0             40  NorthAmerica  <=50K
## 3049            0            0             30  NorthAmerica  <=50K
## 3050        15024            0             55  NorthAmerica   >50K
## 3051        15024            0             50  NorthAmerica   >50K
## 3052            0            0             44  NorthAmerica  <=50K
## 3053            0            0             56  NorthAmerica   >50K
## 3054            0            0             60  NorthAmerica  <=50K
## 3055            0            0             50  NorthAmerica  <=50K
## 3056            0            0             40  NorthAmerica  <=50K
## 3057            0            0             40  NorthAmerica   >50K
## 3058            0            0             20  NorthAmerica  <=50K
## 3059            0            0             40  NorthAmerica  <=50K
## 3060            0            0             40  NorthAmerica  <=50K
## 3061            0            0             15  NorthAmerica  <=50K
## 3062            0            0             40  NorthAmerica  <=50K
## 3063            0            0             40  NorthAmerica  <=50K
## 3064            0            0             40  NorthAmerica  <=50K
## 3065            0            0             40         EAsia   >50K
## 3066            0            0             30  NorthAmerica  <=50K
## 3067            0            0             30  NorthAmerica  <=50K
## 3068            0            0             40  NorthAmerica  <=50K
## 3069            0            0             50  NorthAmerica  <=50K
## 3070            0            0             40  NorthAmerica  <=50K
## 3071            0            0             40  NorthAmerica  <=50K
## 3072        15024            0             60  NorthAmerica   >50K
## 3073            0            0             40  NorthAmerica  <=50K
## 3074            0            0             40  NorthAmerica  <=50K
## 3075            0            0             40  NorthAmerica  <=50K
## 3076            0            0             15  NorthAmerica  <=50K
## 3077            0            0             40  NorthAmerica  <=50K
## 3078            0            0             60  NorthAmerica   >50K
## 3079            0            0             40  NorthAmerica  <=50K
## 3080            0            0             45  NorthAmerica   >50K
## 3081            0            0             38  NorthAmerica   >50K
## 3082            0            0             40  NorthAmerica  <=50K
## 3083            0            0             40  NorthAmerica  <=50K
## 3084            0            0             40  NorthAmerica  <=50K
## 3085            0            0             30  NorthAmerica  <=50K
## 3086            0         2258             10  NorthAmerica  <=50K
## 3087            0            0             56  NorthAmerica  <=50K
## 3088            0            0             25  NorthAmerica  <=50K
## 3089            0            0             40  NorthAmerica  <=50K
## 3090        15024            0             50  NorthAmerica   >50K
## 3091            0            0             40  NorthAmerica  <=50K
## 3092            0         1977             40  NorthAmerica   >50K
## 3093            0         1672             84  NorthAmerica  <=50K
## 3094            0            0             40  NorthAmerica   >50K
## 3095            0            0             70  NorthAmerica  <=50K
## 3096            0            0             40  NorthAmerica   >50K
## 3097            0            0             35  NorthAmerica  <=50K
## 3098            0            0             40  NorthAmerica  <=50K
## 3099            0            0             40  NorthAmerica  <=50K
## 3100            0            0             35  NorthAmerica  <=50K
## 3101            0            0             40  NorthAmerica  <=50K
## 3102            0         2352             65  NorthAmerica  <=50K
## 3103            0            0             40  NorthAmerica  <=50K
## 3104            0            0             20  NorthAmerica  <=50K
## 3105            0            0             40  NorthAmerica  <=50K
## 3106        99999            0             50  NorthAmerica   >50K
## 3107            0         1977             48  NorthAmerica   >50K
## 3108            0            0             40  CentrAmerica   >50K
## 3109         7688            0             50  NorthAmerica   >50K
## 3110            0            0             20  NorthAmerica  <=50K
## 3111            0            0             40  NorthAmerica  <=50K
## 3112            0            0             56  NorthAmerica   >50K
## 3113            0            0             40  NorthAmerica  <=50K
## 3114        15024            0             50  NorthAmerica   >50K
## 3115            0            0             30  NorthAmerica  <=50K
## 3116         2829            0             55        Europe  <=50K
## 3117            0            0             60  NorthAmerica  <=50K
## 3118         2354            0             45  NorthAmerica  <=50K
## 3119            0            0             36  NorthAmerica  <=50K
## 3120            0            0             20  NorthAmerica  <=50K
## 3121            0            0             40  NorthAmerica  <=50K
## 3122            0            0             40  NorthAmerica  <=50K
## 3123            0            0             40  NorthAmerica   >50K
## 3124            0            0             40  NorthAmerica  <=50K
## 3125            0            0             40  NorthAmerica  <=50K
## 3126            0         1977             50  NorthAmerica   >50K
## 3127            0            0             40  NorthAmerica  <=50K
## 3128            0            0             55  NorthAmerica  <=50K
## 3129            0            0             40  NorthAmerica  <=50K
## 3130            0            0             40  NorthAmerica   >50K
## 3131            0            0             40  NorthAmerica  <=50K
## 3132            0            0             40  CentrAmerica  <=50K
## 3133            0            0             40  NorthAmerica  <=50K
## 3134        10520            0             48  NorthAmerica   >50K
## 3135            0            0             44  NorthAmerica   >50K
## 3136            0            0             40  NorthAmerica  <=50K
## 3137            0            0             50  NorthAmerica  <=50K
## 3138            0         1977             40  NorthAmerica   >50K
## 3139            0            0             40  NorthAmerica  <=50K
## 3140            0            0             30  NorthAmerica  <=50K
## 3141            0            0             65  NorthAmerica   >50K
## 3142            0            0             50  NorthAmerica  <=50K
## 3143            0            0             40  NorthAmerica  <=50K
## 3144            0         1977             40  NorthAmerica   >50K
## 3145            0            0             50  NorthAmerica   >50K
## 3146            0            0             40  NorthAmerica  <=50K
## 3147            0            0             40  NorthAmerica  <=50K
## 3148            0            0             40  NorthAmerica  <=50K
## 3149            0            0             40  NorthAmerica  <=50K
## 3150            0            0             45  NorthAmerica  <=50K
## 3151            0            0             40  NorthAmerica  <=50K
## 3152            0            0             15  NorthAmerica  <=50K
## 3153            0            0             25  NorthAmerica   >50K
## 3154            0            0             40  NorthAmerica   >50K
## 3155            0            0             49  NorthAmerica   >50K
## 3156         7298            0             45  NorthAmerica   >50K
## 3157            0            0             42  NorthAmerica   >50K
## 3158            0            0             40  NorthAmerica  <=50K
## 3159            0            0             40  NorthAmerica  <=50K
## 3160            0            0             40        Europe   >50K
## 3161            0            0             40  NorthAmerica  <=50K
## 3162            0            0             40  NorthAmerica  <=50K
## 3163            0            0             40  NorthAmerica  <=50K
## 3164            0            0             50  NorthAmerica   >50K
## 3165            0            0             50  CentrAmerica   >50K
## 3166            0            0             40  NorthAmerica  <=50K
## 3167            0            0             50  CentrAmerica   >50K
## 3168            0            0             35  NorthAmerica   >50K
## 3169            0            0             70  NorthAmerica   >50K
## 3170            0            0             35  NorthAmerica  <=50K
## 3171            0            0             40  NorthAmerica  <=50K
## 3172            0            0             60  NorthAmerica  <=50K
## 3173            0            0             40  NorthAmerica  <=50K
## 3174            0            0             35  NorthAmerica  <=50K
## 3175            0            0             40  NorthAmerica  <=50K
## 3176        99999            0             45  NorthAmerica   >50K
## 3177            0            0             40  NorthAmerica   >50K
## 3178            0            0             45  NorthAmerica  <=50K
## 3179            0            0             45  NorthAmerica  <=50K
## 3180            0            0             40  CentrAmerica  <=50K
## 3181            0            0             40  NorthAmerica   >50K
## 3182            0            0             40  NorthAmerica  <=50K
## 3183            0            0             45  NorthAmerica  <=50K
## 3184            0            0             40  NorthAmerica  <=50K
## 3185            0            0             40  NorthAmerica   >50K
## 3186            0            0             60  NorthAmerica   >50K
## 3187            0            0             50  NorthAmerica  <=50K
## 3188            0            0             40  CentrAmerica  <=50K
## 3189            0            0             40  NorthAmerica  <=50K
## 3190            0            0             50  NorthAmerica  <=50K
## 3191            0            0             60  NorthAmerica   >50K
## 3192            0            0             30  NorthAmerica  <=50K
## 3193         2964            0             60  NorthAmerica  <=50K
## 3194            0            0             40  NorthAmerica  <=50K
## 3195            0            0             35  NorthAmerica  <=50K
## 3196            0            0             40  NorthAmerica  <=50K
## 3197            0            0             40  NorthAmerica  <=50K
## 3198            0            0             50  NorthAmerica  <=50K
## 3199            0            0             40  NorthAmerica   >50K
## 3200            0            0             40  NorthAmerica   >50K
## 3201            0            0             60  CentrAmerica  <=50K
## 3202            0            0             50  CentrAmerica  <=50K
## 3203            0            0             48  SouthAmerica  <=50K
## 3204            0            0             30  NorthAmerica  <=50K
## 3205            0            0             65  NorthAmerica   >50K
## 3206            0            0             40  NorthAmerica  <=50K
## 3207            0         1977             50  NorthAmerica   >50K
## 3208            0            0             40  NorthAmerica  <=50K
## 3209            0            0             40  NorthAmerica  <=50K
## 3210            0            0             18  NorthAmerica  <=50K
## 3211            0            0             40  NorthAmerica  <=50K
## 3212            0            0              5  NorthAmerica  <=50K
## 3213            0         2415             55  NorthAmerica   >50K
## 3214            0            0             17  NorthAmerica  <=50K
## 3215            0            0             35  NorthAmerica  <=50K
## 3216            0            0             55        Europe  <=50K
## 3217            0            0             50  NorthAmerica   >50K
## 3218            0            0             60  NorthAmerica   >50K
## 3219            0            0             50  NorthAmerica   >50K
## 3220            0            0             40  NorthAmerica  <=50K
## 3221            0            0             70  NorthAmerica   >50K
## 3222            0         2002             45  NorthAmerica  <=50K
## 3223            0            0             35  NorthAmerica  <=50K
## 3224            0            0             65  NorthAmerica  <=50K
## 3225        15024            0             35  NorthAmerica   >50K
## 3226            0         1902             80  NorthAmerica   >50K
## 3227            0            0             40  NorthAmerica  <=50K
## 3228         3464            0             40  NorthAmerica  <=50K
## 3229            0            0             40  NorthAmerica  <=50K
## 3230            0            0             48  NorthAmerica  <=50K
## 3231            0            0             35  NorthAmerica   >50K
## 3232            0            0             50  NorthAmerica  <=50K
## 3233            0            0             25  CentrAmerica  <=50K
## 3234            0            0             40  NorthAmerica  <=50K
## 3235            0            0             35  NorthAmerica  <=50K
## 3236            0            0             35  NorthAmerica  <=50K
## 3237            0            0             40        Europe  <=50K
## 3238            0            0             40  NorthAmerica  <=50K
## 3239            0            0             40   USTerritory  <=50K
## 3240            0            0             40         EAsia  <=50K
## 3241            0            0             40  NorthAmerica  <=50K
## 3242            0            0             40  NorthAmerica  <=50K
## 3243            0            0             40  NorthAmerica  <=50K
## 3244            0            0             48  NorthAmerica  <=50K
## 3245            0            0             40  NorthAmerica  <=50K
## 3246         3103            0             40  NorthAmerica   >50K
## 3247            0            0             55  NorthAmerica  <=50K
## 3248        20051            0             40  CentrAmerica   >50K
## 3249            0            0             45  NorthAmerica  <=50K
## 3250            0         1887             50  NorthAmerica   >50K
## 3251            0            0             40  NorthAmerica  <=50K
## 3252            0            0             20  NorthAmerica  <=50K
## 3253            0            0             40  NorthAmerica   >50K
## 3254            0            0             55  NorthAmerica  <=50K
## 3255            0            0             40  NorthAmerica   >50K
## 3256            0            0             40  NorthAmerica  <=50K
## 3257            0            0             50  CentrAmerica   >50K
## 3258            0         1669             50  NorthAmerica  <=50K
## 3259            0            0             50  NorthAmerica  <=50K
## 3260         5455            0             38  NorthAmerica  <=50K
## 3261            0         1848             40  SouthAmerica   >50K
## 3262            0            0             40  NorthAmerica  <=50K
## 3263            0            0             40  NorthAmerica   >50K
## 3264            0            0             43  NorthAmerica  <=50K
## 3265            0            0             50  NorthAmerica  <=50K
## 3266            0            0             60  NorthAmerica   >50K
## 3267            0            0             40  NorthAmerica  <=50K
## 3268            0            0             40  NorthAmerica   >50K
## 3269            0            0             50  NorthAmerica   >50K
## 3270            0            0             30  NorthAmerica  <=50K
## 3271            0            0             10  NorthAmerica  <=50K
## 3272            0            0             40  NorthAmerica   >50K
## 3273            0            0             50  NorthAmerica  <=50K
## 3274            0            0             50  NorthAmerica   >50K
## 3275         7688            0             40  NorthAmerica   >50K
## 3276            0            0             46  NorthAmerica  <=50K
## 3277            0            0             50  NorthAmerica  <=50K
## 3278            0            0             40  NorthAmerica  <=50K
## 3279            0            0             40  NorthAmerica   >50K
## 3280            0            0             40  NorthAmerica  <=50K
## 3281            0            0             48  NorthAmerica  <=50K
## 3282            0            0             50  NorthAmerica   >50K
## 3283            0            0             50  NorthAmerica  <=50K
## 3284            0            0             25  NorthAmerica  <=50K
## 3285            0            0             40  NorthAmerica  <=50K
## 3286            0            0             20  NorthAmerica  <=50K
## 3287            0            0             25  NorthAmerica  <=50K
## 3288            0            0             72  NorthAmerica  <=50K
## 3289            0            0             40  NorthAmerica  <=50K
## 3290            0            0             40  CentrAmerica  <=50K
## 3291            0            0             40  NorthAmerica   >50K
## 3292            0            0              2  NorthAmerica  <=50K
## 3293            0            0             50  NorthAmerica   >50K
## 3294            0            0             40  NorthAmerica  <=50K
## 3295            0            0             40  NorthAmerica  <=50K
## 3296            0            0             60  NorthAmerica  <=50K
## 3297            0            0             45  NorthAmerica  <=50K
## 3298            0            0             40  NorthAmerica   >50K
## 3299            0            0             40  NorthAmerica  <=50K
## 3300            0            0             28  NorthAmerica  <=50K
## 3301            0            0             41  NorthAmerica  <=50K
## 3302            0            0             40  NorthAmerica  <=50K
## 3303            0            0              3  NorthAmerica  <=50K
## 3304            0            0             40  CentrAmerica  <=50K
## 3305            0            0             45  NorthAmerica  <=50K
## 3306            0            0             30  NorthAmerica  <=50K
## 3307            0            0             44  NorthAmerica  <=50K
## 3308            0            0             40  NorthAmerica  <=50K
## 3309            0            0             40  NorthAmerica  <=50K
## 3310            0            0             40  NorthAmerica  <=50K
## 3311            0            0             35  NorthAmerica  <=50K
## 3312            0            0             50  NorthAmerica  <=50K
## 3313            0            0             55  NorthAmerica  <=50K
## 3314            0            0             38  NorthAmerica  <=50K
## 3315            0            0             40  NorthAmerica  <=50K
## 3316            0            0             30  NorthAmerica  <=50K
## 3317            0            0             40  NorthAmerica  <=50K
## 3318         7688            0             40  CentrAmerica   >50K
## 3319            0            0             60  NorthAmerica  <=50K
## 3320            0         1590             40  NorthAmerica  <=50K
## 3321            0            0             40  NorthAmerica  <=50K
## 3322            0            0             50  NorthAmerica   >50K
## 3323            0            0             45  NorthAmerica  <=50K
## 3324            0            0             42  NorthAmerica  <=50K
## 3325            0            0             40  NorthAmerica  <=50K
## 3326            0            0             40  NorthAmerica  <=50K
## 3327            0         1590             54  NorthAmerica  <=50K
## 3328            0            0             16  NorthAmerica  <=50K
## 3329            0            0             60  NorthAmerica   >50K
## 3330            0            0             40  NorthAmerica  <=50K
## 3331            0            0             35  NorthAmerica  <=50K
## 3332            0            0             40  NorthAmerica  <=50K
## 3333            0            0             40  NorthAmerica  <=50K
## 3334            0            0             40  NorthAmerica   >50K
## 3335            0            0             40  NorthAmerica  <=50K
## 3336            0            0             40  NorthAmerica  <=50K
## 3337            0            0             35  NorthAmerica   >50K
## 3338            0            0             50  NorthAmerica   >50K
## 3339            0            0             30  NorthAmerica  <=50K
## 3340            0            0             40  NorthAmerica  <=50K
## 3341            0            0             40  NorthAmerica  <=50K
## 3342            0            0             62  NorthAmerica  <=50K
## 3343            0            0             47  NorthAmerica  <=50K
## 3344            0         2179             84  NorthAmerica  <=50K
## 3345            0            0             26  NorthAmerica  <=50K
## 3346            0            0             40  NorthAmerica  <=50K
## 3347            0            0             40  NorthAmerica  <=50K
## 3348            0            0             40  NorthAmerica  <=50K
## 3349            0            0             40        Europe  <=50K
## 3350            0            0             40  NorthAmerica   >50K
## 3351            0            0             40  NorthAmerica  <=50K
## 3352            0         1719             25  NorthAmerica  <=50K
## 3353            0            0             40  NorthAmerica  <=50K
## 3354         7688            0             45  NorthAmerica   >50K
## 3355            0            0             20  NorthAmerica  <=50K
## 3356            0            0             40  NorthAmerica  <=50K
## 3357            0            0             40  NorthAmerica  <=50K
## 3358         3325            0             52  CentrAmerica  <=50K
## 3359            0            0             40  NorthAmerica   >50K
## 3360            0            0             40  NorthAmerica   >50K
## 3361            0            0             40  NorthAmerica   >50K
## 3362            0            0             40  NorthAmerica  <=50K
## 3363            0            0             32  NorthAmerica  <=50K
## 3364            0            0             40  NorthAmerica  <=50K
## 3365            0            0             25  NorthAmerica  <=50K
## 3366            0            0             40  NorthAmerica   >50K
## 3367            0            0             40  NorthAmerica  <=50K
## 3368         5013            0             50  NorthAmerica  <=50K
## 3369        99999            0             70  NorthAmerica   >50K
## 3370            0            0             50  NorthAmerica  <=50K
## 3371            0            0             60  NorthAmerica  <=50K
## 3372            0            0             35  NorthAmerica  <=50K
## 3373            0            0             35  NorthAmerica  <=50K
## 3374            0            0             40  NorthAmerica  <=50K
## 3375            0            0             45  NorthAmerica  <=50K
## 3376            0            0             54  NorthAmerica  <=50K
## 3377            0            0             50  NorthAmerica  <=50K
## 3378            0            0             40  NorthAmerica  <=50K
## 3379            0            0             60  NorthAmerica  <=50K
## 3380            0            0             40  NorthAmerica  <=50K
## 3381            0            0             40  NorthAmerica  <=50K
## 3382            0            0             40  NorthAmerica   >50K
## 3383            0            0             40  NorthAmerica   >50K
## 3384            0            0             40  NorthAmerica  <=50K
## 3385        15024            0             40  NorthAmerica   >50K
## 3386            0            0             40  NorthAmerica  <=50K
## 3387         3464            0             40  SouthAmerica  <=50K
## 3388            0            0             20  NorthAmerica   >50K
## 3389            0            0             40  NorthAmerica   >50K
## 3390        15024            0             60         SAsia   >50K
## 3391        15020            0             40         SAsia   >50K
## 3392            0            0             20  NorthAmerica  <=50K
## 3393            0            0             45  NorthAmerica  <=50K
## 3394            0            0             45  NorthAmerica  <=50K
## 3395            0            0             30  NorthAmerica  <=50K
## 3396            0            0             40  NorthAmerica   >50K
## 3397            0            0             40  NorthAmerica  <=50K
## 3398            0            0             40  NorthAmerica  <=50K
## 3399            0            0             50  NorthAmerica   >50K
## 3400            0            0             60  NorthAmerica  <=50K
## 3401            0            0             40  NorthAmerica  <=50K
## 3402            0            0             40  NorthAmerica   >50K
## 3403            0            0             18  NorthAmerica  <=50K
## 3404            0            0             50  NorthAmerica  <=50K
## 3405            0            0             40  NorthAmerica  <=50K
## 3406            0            0             40  NorthAmerica  <=50K
## 3407            0            0             40  NorthAmerica  <=50K
## 3408            0            0             40  NorthAmerica   >50K
## 3409            0            0             50  NorthAmerica   >50K
## 3410            0            0             50  NorthAmerica  <=50K
## 3411            0            0             40  NorthAmerica   >50K
## 3412            0            0             30  NorthAmerica  <=50K
## 3413         2885            0             40  NorthAmerica  <=50K
## 3414         7298            0             60  NorthAmerica   >50K
## 3415            0            0             40  NorthAmerica  <=50K
## 3416            0            0             40  NorthAmerica  <=50K
## 3417            0            0             40  NorthAmerica  <=50K
## 3418            0            0             25  NorthAmerica  <=50K
## 3419         7688            0             40  NorthAmerica   >50K
## 3420            0            0             45  NorthAmerica  <=50K
## 3421            0            0             50  NorthAmerica  <=50K
## 3422            0            0             40  NorthAmerica  <=50K
## 3423            0            0             32  NorthAmerica  <=50K
## 3424         3325            0             40  NorthAmerica  <=50K
## 3425            0            0             36  NorthAmerica  <=50K
## 3426            0            0             20  NorthAmerica  <=50K
## 3427            0            0             59  NorthAmerica  <=50K
## 3428            0            0             40  NorthAmerica  <=50K
## 3429            0            0             60  NorthAmerica  <=50K
## 3430            0            0             40  NorthAmerica  <=50K
## 3431            0            0             50  NorthAmerica   >50K
## 3432            0            0             15  NorthAmerica  <=50K
## 3433            0            0             40  NorthAmerica  <=50K
## 3434            0            0             45  NorthAmerica  <=50K
## 3435            0            0             38  NorthAmerica  <=50K
## 3436            0            0             40  NorthAmerica   >50K
## 3437            0            0             40  NorthAmerica  <=50K
## 3438            0            0             32  NorthAmerica  <=50K
## 3439            0            0             50  NorthAmerica   >50K
## 3440            0            0             50  NorthAmerica  <=50K
## 3441            0            0             50  NorthAmerica  <=50K
## 3442            0            0             43  NorthAmerica  <=50K
## 3443            0            0             40  NorthAmerica   >50K
## 3444            0            0             40  NorthAmerica  <=50K
## 3445            0            0             50  NorthAmerica  <=50K
## 3446            0            0             40  NorthAmerica   >50K
## 3447            0            0             40  NorthAmerica  <=50K
## 3448            0            0             40        Europe  <=50K
## 3449        15024            0             55  CentrAmerica   >50K
## 3450            0            0             50  NorthAmerica  <=50K
## 3451            0            0             50  NorthAmerica  <=50K
## 3452         7688            0             40  NorthAmerica   >50K
## 3453            0            0             40  NorthAmerica  <=50K
## 3454            0            0             12  NorthAmerica  <=50K
## 3455            0            0             40  NorthAmerica  <=50K
## 3456            0            0             40  NorthAmerica  <=50K
## 3457            0            0             20  NorthAmerica  <=50K
## 3458            0            0             25  NorthAmerica  <=50K
## 3459            0            0             40  NorthAmerica  <=50K
## 3460            0            0             40  NorthAmerica  <=50K
## 3461            0            0             40  NorthAmerica   >50K
## 3462            0            0             20  CentrAmerica  <=50K
## 3463            0            0             55  NorthAmerica  <=50K
## 3464            0            0             20  NorthAmerica  <=50K
## 3465         7298            0             50  NorthAmerica   >50K
## 3466            0            0             40  NorthAmerica  <=50K
## 3467            0            0             55  NorthAmerica   >50K
## 3468            0            0             40  NorthAmerica  <=50K
## 3469            0            0             20  NorthAmerica   >50K
## 3470            0            0             60  NorthAmerica  <=50K
## 3471            0            0             40  NorthAmerica  <=50K
## 3472            0            0             50  NorthAmerica  <=50K
## 3473            0            0             40  NorthAmerica  <=50K
## 3474            0            0             20  NorthAmerica  <=50K
## 3475            0            0             48  NorthAmerica  <=50K
## 3476            0            0             50  NorthAmerica   >50K
## 3477            0            0             35  NorthAmerica  <=50K
## 3478         4386            0             40  NorthAmerica   >50K
## 3479            0            0             40  NorthAmerica   >50K
## 3480            0            0             38  NorthAmerica  <=50K
## 3481         7298            0             40  NorthAmerica   >50K
## 3482            0            0             30        Europe  <=50K
## 3483            0            0             37  NorthAmerica  <=50K
## 3484            0            0             40        Europe  <=50K
## 3485            0            0             40  CentrAmerica  <=50K
## 3486            0            0             40  NorthAmerica   >50K
## 3487            0            0             40  NorthAmerica  <=50K
## 3488            0            0             40  NorthAmerica  <=50K
## 3489            0         1669             50  NorthAmerica  <=50K
## 3490            0            0             40  NorthAmerica   >50K
## 3491         1424            0             35  NorthAmerica  <=50K
## 3492            0            0             40  NorthAmerica  <=50K
## 3493            0            0             40  NorthAmerica  <=50K
## 3494            0            0             16  NorthAmerica   >50K
## 3495            0            0             40  NorthAmerica   >50K
## 3496            0            0             40  CentrAmerica  <=50K
## 3497            0            0             15  NorthAmerica  <=50K
## 3498            0            0             60  NorthAmerica   >50K
## 3499            0            0             50  NorthAmerica  <=50K
## 3500         5013            0             40  NorthAmerica  <=50K
## 3501            0            0             40  NorthAmerica  <=50K
## 3502            0            0             36  NorthAmerica  <=50K
## 3503         5178            0             40  NorthAmerica   >50K
## 3504            0          625             52  NorthAmerica  <=50K
## 3505            0            0             40  NorthAmerica  <=50K
## 3506            0            0             40  NorthAmerica  <=50K
## 3507            0            0             40  NorthAmerica  <=50K
## 3508            0            0             40  NorthAmerica  <=50K
## 3509            0            0             50  NorthAmerica  <=50K
## 3510            0            0             20  NorthAmerica  <=50K
## 3511            0            0             38  NorthAmerica  <=50K
## 3512            0            0             40  CentrAmerica  <=50K
## 3513            0            0             40  NorthAmerica  <=50K
## 3514            0            0             40  NorthAmerica   >50K
## 3515            0            0             45  NorthAmerica  <=50K
## 3516            0            0             40  NorthAmerica   >50K
## 3517            0            0             25  NorthAmerica  <=50K
## 3518            0            0             45  NorthAmerica   >50K
## 3519            0            0             40  NorthAmerica   >50K
## 3520            0            0             40  NorthAmerica  <=50K
## 3521            0            0             35  NorthAmerica  <=50K
## 3522            0            0             36  NorthAmerica  <=50K
## 3523            0            0             65  NorthAmerica  <=50K
## 3524        15024            0             45  NorthAmerica   >50K
## 3525            0            0             20  NorthAmerica  <=50K
## 3526            0            0             55  NorthAmerica  <=50K
## 3527            0            0             40  NorthAmerica  <=50K
## 3528            0            0             40  NorthAmerica  <=50K
## 3529            0            0             24  NorthAmerica  <=50K
## 3530            0            0             40  NorthAmerica  <=50K
## 3531            0            0             50  NorthAmerica   >50K
## 3532            0            0             28  NorthAmerica  <=50K
## 3533            0            0             44  CentrAmerica  <=50K
## 3534            0            0             40  CentrAmerica  <=50K
## 3535            0            0             25  NorthAmerica  <=50K
## 3536            0            0             36  NorthAmerica  <=50K
## 3537            0            0             50  NorthAmerica   >50K
## 3538            0            0             20  NorthAmerica  <=50K
## 3539            0            0             40  NorthAmerica   >50K
## 3540            0            0             40  NorthAmerica   >50K
## 3541            0            0             50  NorthAmerica   >50K
## 3542            0            0             60  NorthAmerica  <=50K
## 3543            0            0             35  NorthAmerica  <=50K
## 3544            0         1902             40  NorthAmerica   >50K
## 3545            0            0             35  NorthAmerica  <=50K
## 3546            0            0             40  NorthAmerica  <=50K
## 3547            0            0             16  NorthAmerica  <=50K
## 3548            0            0             43  NorthAmerica  <=50K
## 3549            0            0             42  NorthAmerica  <=50K
## 3550            0            0             40  NorthAmerica  <=50K
## 3551            0            0             40  NorthAmerica  <=50K
## 3552            0            0             40  CentrAmerica  <=50K
## 3553            0         1977             44  NorthAmerica   >50K
## 3554            0            0             40  NorthAmerica  <=50K
## 3555            0            0             60  NorthAmerica  <=50K
## 3556            0            0             20  NorthAmerica  <=50K
## 3557         3273            0             16  NorthAmerica  <=50K
## 3558            0            0             50  NorthAmerica  <=50K
## 3559            0            0             50  NorthAmerica  <=50K
## 3560        10520            0             40  NorthAmerica   >50K
## 3561            0            0             60  NorthAmerica  <=50K
## 3562        15024            0             40  NorthAmerica   >50K
## 3563            0            0             32  NorthAmerica  <=50K
## 3564            0            0             38  NorthAmerica  <=50K
## 3565            0            0             55  NorthAmerica  <=50K
## 3566            0            0             40  NorthAmerica  <=50K
## 3567            0            0             40  NorthAmerica  <=50K
## 3568            0            0             40  NorthAmerica  <=50K
## 3569            0            0             40  NorthAmerica   >50K
## 3570            0            0             40  NorthAmerica  <=50K
## 3571            0            0             40  NorthAmerica  <=50K
## 3572            0            0             52  NorthAmerica  <=50K
## 3573         1055            0             12  NorthAmerica  <=50K
## 3574            0            0             40  NorthAmerica  <=50K
## 3575            0         2377             60  NorthAmerica   >50K
## 3576            0         1902             40  NorthAmerica   >50K
## 3577            0            0             20  NorthAmerica  <=50K
## 3578         7688            0             50  NorthAmerica   >50K
## 3579            0            0             99  NorthAmerica   >50K
## 3580            0            0             25  CentrAmerica  <=50K
## 3581            0            0             40  NorthAmerica   >50K
## 3582            0            0             50  NorthAmerica  <=50K
## 3583            0            0             40  NorthAmerica  <=50K
## 3584            0         1887             40  NorthAmerica   >50K
## 3585            0            0             65  NorthAmerica   >50K
## 3586            0            0             32  NorthAmerica  <=50K
## 3587            0            0             40  NorthAmerica  <=50K
## 3588            0            0             35  NorthAmerica  <=50K
## 3589            0            0             12  NorthAmerica  <=50K
## 3590            0            0             32  NorthAmerica  <=50K
## 3591            0            0             48  NorthAmerica  <=50K
## 3592            0            0             30  NorthAmerica  <=50K
## 3593            0            0             20  CentrAmerica  <=50K
## 3594        22040            0             40  NorthAmerica  <=50K
## 3595         7688            0             40  NorthAmerica   >50K
## 3596            0            0             36  NorthAmerica   >50K
## 3597            0            0             20  NorthAmerica  <=50K
## 3598            0            0             40  NorthAmerica  <=50K
## 3599            0            0             35  NorthAmerica  <=50K
## 3600            0            0             48  NorthAmerica   >50K
## 3601            0            0             37  NorthAmerica  <=50K
## 3602            0            0             45  NorthAmerica  <=50K
## 3603            0         2392             25  NorthAmerica   >50K
## 3604            0            0             40  NorthAmerica  <=50K
## 3605            0            0             40  NorthAmerica  <=50K
## 3606         1055            0             20  NorthAmerica  <=50K
## 3607            0            0             16  NorthAmerica  <=50K
## 3608            0            0             40  NorthAmerica  <=50K
## 3609            0            0             20  CentrAmerica  <=50K
## 3610            0            0             40  NorthAmerica  <=50K
## 3611            0            0             15  NorthAmerica  <=50K
## 3612            0            0             50  NorthAmerica  <=50K
## 3613         7688            0             40  NorthAmerica   >50K
## 3614            0            0             27  NorthAmerica  <=50K
## 3615            0            0             40  NorthAmerica  <=50K
## 3616            0            0             40  NorthAmerica  <=50K
## 3617            0            0             40  NorthAmerica  <=50K
## 3618            0            0             56  NorthAmerica  <=50K
## 3619            0            0             40  NorthAmerica  <=50K
## 3620            0            0             40  NorthAmerica  <=50K
## 3621            0            0             40  NorthAmerica  <=50K
## 3622            0            0             27  NorthAmerica  <=50K
## 3623            0            0             60  NorthAmerica  <=50K
## 3624         3137            0             40  NorthAmerica  <=50K
## 3625            0            0             35  NorthAmerica  <=50K
## 3626            0            0             60  NorthAmerica  <=50K
## 3627            0            0             38  NorthAmerica  <=50K
## 3628            0            0             40         EAsia  <=50K
## 3629            0            0             20  NorthAmerica  <=50K
## 3630            0         1485             48  NorthAmerica  <=50K
## 3631            0            0             40  NorthAmerica  <=50K
## 3632            0            0             40  NorthAmerica  <=50K
## 3633            0            0             40  NorthAmerica  <=50K
## 3634            0            0             12  NorthAmerica  <=50K
## 3635            0            0             40  NorthAmerica  <=50K
## 3636            0            0             40  NorthAmerica  <=50K
## 3637            0            0             40  CentrAmerica  <=50K
## 3638            0            0             40  NorthAmerica  <=50K
## 3639            0            0             40  NorthAmerica  <=50K
## 3640            0         1848             40  NorthAmerica   >50K
## 3641            0            0             40  NorthAmerica  <=50K
## 3642            0            0             40  NorthAmerica  <=50K
## 3643            0            0             40  NorthAmerica  <=50K
## 3644            0            0             40  NorthAmerica  <=50K
## 3645            0            0             45  NorthAmerica  <=50K
## 3646         1055            0             40  NorthAmerica  <=50K
## 3647            0            0             36  NorthAmerica  <=50K
## 3648            0            0             40         EAsia  <=50K
## 3649            0            0             40  NorthAmerica  <=50K
## 3650            0            0             32  NorthAmerica  <=50K
## 3651            0            0             40  NorthAmerica  <=50K
## 3652        15024            0             60  NorthAmerica   >50K
## 3653         7688            0             40  NorthAmerica   >50K
## 3654            0            0             50  NorthAmerica  <=50K
## 3655            0            0             40  NorthAmerica   >50K
## 3656            0         1902             60  NorthAmerica   >50K
## 3657            0            0             44  NorthAmerica  <=50K
## 3658         7688            0             38  NorthAmerica   >50K
## 3659            0            0             30  NorthAmerica  <=50K
## 3660            0            0             40  NorthAmerica   >50K
## 3661            0            0             60  NorthAmerica  <=50K
## 3662            0            0             40  NorthAmerica  <=50K
## 3663            0            0             50  NorthAmerica  <=50K
## 3664            0            0             40  NorthAmerica   >50K
## 3665            0            0             60  NorthAmerica   >50K
## 3666            0            0             40  NorthAmerica   >50K
## 3667            0            0             50        Europe   >50K
## 3668            0          213             45  NorthAmerica  <=50K
## 3669            0            0             38  NorthAmerica  <=50K
## 3670            0            0             40  NorthAmerica  <=50K
## 3671            0            0             75  NorthAmerica  <=50K
## 3672            0            0             30  NorthAmerica  <=50K
## 3673            0            0             50  NorthAmerica  <=50K
## 3674         7688            0             60        Europe   >50K
## 3675            0            0             40  NorthAmerica   >50K
## 3676            0            0             40  CentrAmerica  <=50K
## 3677            0            0             40  NorthAmerica  <=50K
## 3678            0            0             35  NorthAmerica   >50K
## 3679            0            0             40  NorthAmerica  <=50K
## 3680            0            0             20  NorthAmerica  <=50K
## 3681            0            0             40        Europe  <=50K
## 3682            0            0             40  NorthAmerica  <=50K
## 3683            0            0             50  NorthAmerica  <=50K
## 3684            0            0             35  NorthAmerica  <=50K
## 3685            0            0             40  NorthAmerica  <=50K
## 3686            0            0             40  NorthAmerica  <=50K
## 3687            0            0             30  NorthAmerica  <=50K
## 3688            0            0             40  NorthAmerica  <=50K
## 3689            0            0             50  NorthAmerica  <=50K
## 3690            0            0             30  NorthAmerica  <=50K
## 3691            0            0             44  NorthAmerica  <=50K
## 3692            0         1672             40  NorthAmerica  <=50K
## 3693            0            0             40  NorthAmerica   >50K
## 3694            0            0              5  NorthAmerica  <=50K
## 3695            0            0             40  NorthAmerica  <=50K
## 3696            0            0             35  NorthAmerica  <=50K
## 3697            0            0             40  NorthAmerica  <=50K
## 3698            0         1628             40  NorthAmerica  <=50K
## 3699            0            0             50  NorthAmerica   >50K
## 3700         3325            0             30  NorthAmerica  <=50K
## 3701            0            0             60  NorthAmerica   >50K
## 3702            0            0             40  NorthAmerica  <=50K
## 3703            0            0             40  NorthAmerica  <=50K
## 3704            0            0             40  NorthAmerica  <=50K
## 3705            0            0             50  NorthAmerica  <=50K
## 3706            0            0             40  NorthAmerica  <=50K
## 3707            0            0             20  NorthAmerica  <=50K
## 3708         7298            0             50  NorthAmerica   >50K
## 3709            0            0             40         EAsia  <=50K
## 3710            0         1740             20  NorthAmerica  <=50K
## 3711         4416            0             40  NorthAmerica  <=50K
## 3712            0            0             60  NorthAmerica  <=50K
## 3713            0            0             35  NorthAmerica  <=50K
## 3714            0            0             40  NorthAmerica  <=50K
## 3715            0            0             40         EAsia   >50K
## 3716            0            0             20  NorthAmerica  <=50K
## 3717            0            0             50  NorthAmerica   >50K
## 3718            0            0             40  NorthAmerica  <=50K
## 3719            0            0             22  NorthAmerica  <=50K
## 3720            0            0             40  CentrAmerica  <=50K
## 3721            0            0             40  NorthAmerica  <=50K
## 3722            0            0             55  NorthAmerica   >50K
## 3723            0            0             48  NorthAmerica   >50K
## 3724            0            0             50  NorthAmerica   >50K
## 3725            0         1977             60  NorthAmerica   >50K
## 3726            0            0             40  NorthAmerica  <=50K
## 3727            0            0             40  NorthAmerica   >50K
## 3728            0            0             36  NorthAmerica   >50K
## 3729            0            0             40  NorthAmerica  <=50K
## 3730            0            0             35  NorthAmerica  <=50K
## 3731            0            0             45  NorthAmerica  <=50K
## 3732            0            0             43  NorthAmerica  <=50K
## 3733         5178            0             50  NorthAmerica   >50K
## 3734            0            0              5  NorthAmerica   >50K
## 3735            0            0             28  NorthAmerica  <=50K
## 3736            0            0             30  NorthAmerica  <=50K
## 3737         3908            0              8  NorthAmerica  <=50K
## 3738            0            0             30  NorthAmerica  <=50K
## 3739            0            0             40  NorthAmerica  <=50K
## 3740            0            0             40  NorthAmerica  <=50K
## 3741            0            0             43  NorthAmerica   >50K
## 3742            0            0             40  NorthAmerica  <=50K
## 3743            0            0             40  NorthAmerica  <=50K
## 3744            0            0             30        Europe  <=50K
## 3745            0            0             40  NorthAmerica  <=50K
## 3746            0            0             30  NorthAmerica  <=50K
## 3747            0            0             30  NorthAmerica  <=50K
## 3748            0            0             40  NorthAmerica  <=50K
## 3749            0            0             50  NorthAmerica  <=50K
## 3750            0            0             80  NorthAmerica   >50K
## 3751            0            0             40  NorthAmerica  <=50K
## 3752            0            0             40  NorthAmerica  <=50K
## 3753            0            0             40  NorthAmerica  <=50K
## 3754            0            0             40  NorthAmerica  <=50K
## 3755            0            0             45  NorthAmerica   >50K
## 3756            0         1876             40  NorthAmerica  <=50K
## 3757            0            0             20  NorthAmerica  <=50K
## 3758            0            0             50  NorthAmerica  <=50K
## 3759         7298            0             48  NorthAmerica   >50K
## 3760            0            0             30  NorthAmerica  <=50K
## 3761        15024            0             55  NorthAmerica   >50K
## 3762            0            0             40  NorthAmerica  <=50K
## 3763            0            0             30  NorthAmerica  <=50K
## 3764            0            0             30  NorthAmerica   >50K
## 3765            0            0             50  NorthAmerica  <=50K
## 3766            0            0             30  NorthAmerica  <=50K
## 3767            0            0             40  NorthAmerica  <=50K
## 3768            0            0             40  NorthAmerica  <=50K
## 3769            0            0             50  NorthAmerica  <=50K
## 3770            0            0             40  NorthAmerica  <=50K
## 3771            0            0             20  NorthAmerica  <=50K
## 3772            0            0             40  NorthAmerica  <=50K
## 3773            0            0             56  NorthAmerica  <=50K
## 3774            0            0              3  NorthAmerica  <=50K
## 3775        15024            0             50  NorthAmerica   >50K
## 3776            0            0             40  NorthAmerica  <=50K
## 3777            0            0             50  NorthAmerica  <=50K
## 3778            0         1816             60  NorthAmerica  <=50K
## 3779            0            0             40  NorthAmerica  <=50K
## 3780            0            0             45  NorthAmerica   >50K
## 3781            0            0             40  NorthAmerica  <=50K
## 3782            0            0             40  NorthAmerica  <=50K
## 3783            0            0             20  NorthAmerica  <=50K
## 3784            0            0             66  NorthAmerica  <=50K
## 3785            0            0             43  NorthAmerica  <=50K
## 3786            0            0             32  NorthAmerica  <=50K
## 3787            0         1887             60  NorthAmerica   >50K
## 3788            0            0             40  NorthAmerica  <=50K
## 3789            0            0             50  NorthAmerica   >50K
## 3790            0            0             50  NorthAmerica   >50K
## 3791            0            0             45  NorthAmerica  <=50K
## 3792            0            0             75  NorthAmerica  <=50K
## 3793            0            0             40  NorthAmerica  <=50K
## 3794            0            0             20  NorthAmerica  <=50K
## 3795         3325            0             40  NorthAmerica  <=50K
## 3796            0            0             60  NorthAmerica   >50K
## 3797            0            0             10  NorthAmerica  <=50K
## 3798            0            0             30  NorthAmerica  <=50K
## 3799            0            0             18  CentrAmerica  <=50K
## 3800            0            0             45  NorthAmerica  <=50K
## 3801            0            0             45  NorthAmerica  <=50K
## 3802            0            0             10  NorthAmerica  <=50K
## 3803            0            0             50  NorthAmerica  <=50K
## 3804            0            0             30  NorthAmerica  <=50K
## 3805            0            0             20  NorthAmerica  <=50K
## 3806            0            0             35  NorthAmerica  <=50K
## 3807            0            0             40  NorthAmerica   >50K
## 3808            0            0             40  NorthAmerica  <=50K
## 3809            0            0             45  NorthAmerica  <=50K
## 3810            0            0             44  NorthAmerica   >50K
## 3811            0            0             40  NorthAmerica  <=50K
## 3812            0            0             50  NorthAmerica  <=50K
## 3813            0            0             40  NorthAmerica   >50K
## 3814            0            0             40  NorthAmerica  <=50K
## 3815            0            0             40  NorthAmerica  <=50K
## 3816          594            0             16  NorthAmerica  <=50K
## 3817            0            0             35  NorthAmerica  <=50K
## 3818            0            0             50  NorthAmerica   >50K
## 3819            0            0             52  NorthAmerica  <=50K
## 3820            0            0             40  NorthAmerica  <=50K
## 3821            0            0             50  NorthAmerica  <=50K
## 3822            0            0             24  NorthAmerica  <=50K
## 3823            0            0             30  NorthAmerica  <=50K
## 3824            0            0             60  NorthAmerica  <=50K
## 3825            0            0             66  NorthAmerica  <=50K
## 3826            0            0             40  NorthAmerica  <=50K
## 3827            0            0             70  NorthAmerica  <=50K
## 3828            0            0             24  NorthAmerica  <=50K
## 3829            0            0             40  NorthAmerica  <=50K
## 3830            0            0             46  NorthAmerica   >50K
## 3831            0            0             30  NorthAmerica  <=50K
## 3832            0         1485             40  NorthAmerica   >50K
## 3833            0            0             40         EAsia  <=50K
## 3834            0            0             40  NorthAmerica  <=50K
## 3835            0            0             20  CentrAmerica  <=50K
## 3836            0            0             40  NorthAmerica  <=50K
## 3837        99999            0             35  NorthAmerica   >50K
## 3838            0            0             40  NorthAmerica  <=50K
## 3839         3137            0             40  NorthAmerica  <=50K
## 3840            0            0             40  NorthAmerica  <=50K
## 3841            0            0             40  NorthAmerica  <=50K
## 3842            0            0             40  NorthAmerica  <=50K
## 3843            0            0             40  NorthAmerica  <=50K
## 3844            0            0             72  NorthAmerica  <=50K
## 3845            0            0             40  NorthAmerica  <=50K
## 3846            0            0             40  NorthAmerica   >50K
## 3847            0            0             40  NorthAmerica  <=50K
## 3848            0            0             40  NorthAmerica   >50K
## 3849            0            0             40  NorthAmerica   >50K
## 3850            0            0             45  NorthAmerica  <=50K
## 3851            0         1977             50  NorthAmerica   >50K
## 3852            0            0             40  NorthAmerica  <=50K
## 3853            0            0             20  NorthAmerica  <=50K
## 3854            0            0             40  NorthAmerica  <=50K
## 3855            0            0             40  NorthAmerica  <=50K
## 3856            0            0             40  NorthAmerica  <=50K
## 3857            0            0             40  CentrAmerica  <=50K
## 3858            0            0             60  NorthAmerica  <=50K
## 3859            0            0             40  CentrAmerica  <=50K
## 3860            0            0             40  NorthAmerica  <=50K
## 3861            0         1887             40  NorthAmerica   >50K
## 3862            0            0             40  NorthAmerica  <=50K
## 3863            0         1848             48  NorthAmerica   >50K
## 3864         3411            0             40  NorthAmerica  <=50K
## 3865            0            0             40  NorthAmerica   >50K
## 3866            0            0             40  NorthAmerica   >50K
## 3867        15024            0             60  NorthAmerica   >50K
## 3868            0            0             45  NorthAmerica   >50K
## 3869            0            0             30  NorthAmerica  <=50K
## 3870            0            0             35  NorthAmerica  <=50K
## 3871            0            0             40  NorthAmerica  <=50K
## 3872            0            0             40  NorthAmerica  <=50K
## 3873         3137            0             45  NorthAmerica  <=50K
## 3874            0            0             35  NorthAmerica  <=50K
## 3875            0            0             40  NorthAmerica  <=50K
## 3876            0            0             40  NorthAmerica  <=50K
## 3877            0            0             31  NorthAmerica  <=50K
## 3878            0            0             40  NorthAmerica  <=50K
## 3879            0            0             40  NorthAmerica  <=50K
## 3880            0            0             40         EAsia   >50K
## 3881            0            0             48  NorthAmerica   >50K
## 3882            0            0             25  NorthAmerica  <=50K
## 3883            0            0             40  NorthAmerica   >50K
## 3884            0            0             40  NorthAmerica  <=50K
## 3885            0            0             60  NorthAmerica   >50K
## 3886            0            0             35  NorthAmerica  <=50K
## 3887            0            0             40  NorthAmerica   >50K
## 3888            0            0             25  NorthAmerica   >50K
## 3889            0            0             40  NorthAmerica  <=50K
## 3890            0            0             40  NorthAmerica   >50K
## 3891            0            0             24  NorthAmerica  <=50K
## 3892            0            0             40  NorthAmerica  <=50K
## 3893        15024            0             50  NorthAmerica   >50K
## 3894            0         1590             40  NorthAmerica  <=50K
## 3895            0            0             40  NorthAmerica   >50K
## 3896            0            0             45  NorthAmerica   >50K
## 3897            0            0             40  NorthAmerica  <=50K
## 3898            0            0             24  NorthAmerica  <=50K
## 3899            0            0             20  NorthAmerica  <=50K
## 3900            0            0             40  NorthAmerica  <=50K
## 3901            0         1902             55  NorthAmerica   >50K
## 3902            0            0             40  NorthAmerica  <=50K
## 3903            0            0             40  NorthAmerica  <=50K
## 3904            0            0             40  CentrAmerica  <=50K
## 3905            0            0             20  NorthAmerica  <=50K
## 3906            0         2002             40  NorthAmerica  <=50K
## 3907            0            0             35  NorthAmerica  <=50K
## 3908            0            0             40  NorthAmerica  <=50K
## 3909            0            0             40  NorthAmerica  <=50K
## 3910            0            0             84         EAsia   >50K
## 3911            0            0             30  NorthAmerica  <=50K
## 3912            0            0             40  NorthAmerica   >50K
## 3913         5013            0             45  NorthAmerica  <=50K
## 3914            0            0             40  NorthAmerica  <=50K
## 3915            0            0             40  NorthAmerica  <=50K
## 3916            0            0             40  NorthAmerica   >50K
## 3917            0            0             40  NorthAmerica  <=50K
## 3918            0            0             14  NorthAmerica  <=50K
## 3919            0            0             50  NorthAmerica  <=50K
## 3920            0            0             60  NorthAmerica  <=50K
## 3921            0            0             40  NorthAmerica  <=50K
## 3922            0            0             40  NorthAmerica  <=50K
## 3923            0            0             40  NorthAmerica  <=50K
## 3924            0            0             48        Europe  <=50K
## 3925            0            0             60  SouthAmerica  <=50K
## 3926            0            0             30  NorthAmerica  <=50K
## 3927            0            0             40  NorthAmerica   >50K
## 3928            0            0             48  NorthAmerica   >50K
## 3929            0            0             48  NorthAmerica  <=50K
## 3930            0            0             40  NorthAmerica   >50K
## 3931            0            0             20  NorthAmerica  <=50K
## 3932            0            0             10  NorthAmerica  <=50K
## 3933            0            0             40  NorthAmerica   >50K
## 3934            0            0             40  NorthAmerica  <=50K
## 3935            0            0             40  NorthAmerica  <=50K
## 3936            0            0             35  NorthAmerica  <=50K
## 3937            0            0             38  NorthAmerica  <=50K
## 3938            0            0             30  NorthAmerica  <=50K
## 3939            0            0             40  NorthAmerica  <=50K
## 3940            0            0             60  NorthAmerica  <=50K
## 3941            0            0             21  NorthAmerica  <=50K
## 3942            0            0             43  NorthAmerica  <=50K
## 3943            0            0             45  NorthAmerica  <=50K
## 3944            0            0             35  NorthAmerica  <=50K
## 3945            0            0             40  NorthAmerica  <=50K
## 3946            0            0             45  NorthAmerica   >50K
## 3947            0            0             62        Europe  <=50K
## 3948            0            0             40  NorthAmerica  <=50K
## 3949            0            0             40  NorthAmerica  <=50K
## 3950            0            0             10  NorthAmerica  <=50K
## 3951            0            0             40  NorthAmerica  <=50K
## 3952            0         1741             45  NorthAmerica  <=50K
## 3953            0            0             50  NorthAmerica   >50K
## 3954            0            0             40  NorthAmerica  <=50K
## 3955            0            0             24  NorthAmerica  <=50K
## 3956            0            0             35   USTerritory  <=50K
## 3957            0         1876             40  NorthAmerica  <=50K
## 3958            0            0             35  NorthAmerica  <=50K
## 3959            0            0             40  NorthAmerica   >50K
## 3960            0            0             52  NorthAmerica   >50K
## 3961            0            0             45  NorthAmerica  <=50K
## 3962        10566            0             40  NorthAmerica  <=50K
## 3963            0            0             40        Europe  <=50K
## 3964            0            0             20  NorthAmerica  <=50K
## 3965            0            0             55  NorthAmerica   >50K
## 3966            0            0             20  NorthAmerica  <=50K
## 3967            0         1977             40  NorthAmerica   >50K
## 3968            0            0             40  NorthAmerica  <=50K
## 3969            0         2002             40  NorthAmerica  <=50K
## 3970            0            0              8  NorthAmerica  <=50K
## 3971            0            0             40  NorthAmerica  <=50K
## 3972         4650            0             56  NorthAmerica  <=50K
## 3973            0            0             40        Europe  <=50K
## 3974            0            0             35  CentrAmerica  <=50K
## 3975            0            0             38  NorthAmerica  <=50K
## 3976            0            0             50  NorthAmerica  <=50K
## 3977            0            0             60  NorthAmerica  <=50K
## 3978            0            0             38  NorthAmerica  <=50K
## 3979            0            0             60  NorthAmerica  <=50K
## 3980            0            0             35  NorthAmerica  <=50K
## 3981            0            0             20  NorthAmerica   >50K
## 3982         3325            0             40  SouthAmerica  <=50K
## 3983            0            0             36        Europe  <=50K
## 3984            0            0             40  NorthAmerica   >50K
## 3985            0            0             37  NorthAmerica  <=50K
## 3986            0            0             52  NorthAmerica  <=50K
## 3987            0            0             40  NorthAmerica  <=50K
## 3988            0            0             30         EAsia  <=50K
## 3989            0            0             40  NorthAmerica   >50K
## 3990            0            0             25  NorthAmerica  <=50K
## 3991            0            0             14  NorthAmerica  <=50K
## 3992            0            0             15  NorthAmerica  <=50K
## 3993            0            0             55  NorthAmerica   >50K
## 3994            0            0             40  NorthAmerica  <=50K
## 3995            0            0             36  NorthAmerica  <=50K
## 3996            0            0             50  NorthAmerica  <=50K
## 3997            0            0             38  NorthAmerica  <=50K
## 3998            0         1628             40  NorthAmerica  <=50K
## 3999            0            0             35  NorthAmerica  <=50K
## 4000            0            0             30  NorthAmerica  <=50K
## 4001            0            0             40  NorthAmerica  <=50K
## 4002            0            0             42  NorthAmerica  <=50K
## 4003            0            0             40  NorthAmerica  <=50K
## 4004            0            0             40  NorthAmerica  <=50K
## 4005            0            0             40  NorthAmerica   >50K
## 4006            0            0             40  NorthAmerica   >50K
## 4007            0            0             50  CentrAmerica   >50K
## 4008            0            0             50  NorthAmerica  <=50K
## 4009            0            0             40  NorthAmerica   >50K
## 4010            0            0             50  NorthAmerica  <=50K
## 4011            0            0             40  NorthAmerica  <=50K
## 4012            0            0             44  NorthAmerica  <=50K
## 4013            0            0             40  NorthAmerica  <=50K
## 4014            0            0             15  NorthAmerica  <=50K
## 4015            0            0             40  NorthAmerica  <=50K
## 4016            0            0             48  NorthAmerica  <=50K
## 4017            0            0             40  NorthAmerica  <=50K
## 4018            0            0             20  NorthAmerica  <=50K
## 4019            0         2392              6  NorthAmerica   >50K
## 4020            0            0             60  NorthAmerica  <=50K
## 4021            0            0             40  NorthAmerica  <=50K
## 4022            0            0             45  NorthAmerica  <=50K
## 4023            0            0             38  NorthAmerica  <=50K
## 4024            0            0             40  NorthAmerica  <=50K
## 4025            0            0             40  NorthAmerica   >50K
## 4026            0            0             40  NorthAmerica  <=50K
## 4027            0            0             47  NorthAmerica  <=50K
## 4028            0            0             50  NorthAmerica  <=50K
## 4029            0            0             12  NorthAmerica  <=50K
## 4030         5013            0             60        Europe  <=50K
## 4031            0            0             40  NorthAmerica  <=50K
## 4032            0         1977             40  NorthAmerica   >50K
## 4033            0            0             40  NorthAmerica   >50K
## 4034            0            0             35  CentrAmerica  <=50K
## 4035            0            0             70  NorthAmerica  <=50K
## 4036            0            0             48  NorthAmerica   >50K
## 4037            0            0             15  NorthAmerica  <=50K
## 4038            0            0             40  NorthAmerica  <=50K
## 4039            0            0             50  NorthAmerica  <=50K
## 4040            0            0             40  NorthAmerica  <=50K
## 4041            0            0             40  NorthAmerica  <=50K
## 4042            0            0             40  NorthAmerica  <=50K
## 4043            0            0             40        Europe   >50K
## 4044            0            0             40  NorthAmerica  <=50K
## 4045            0            0             40  NorthAmerica  <=50K
## 4046            0            0             48  NorthAmerica  <=50K
## 4047            0            0             40  NorthAmerica  <=50K
## 4048            0            0             40  NorthAmerica  <=50K
## 4049            0            0             20  NorthAmerica  <=50K
## 4050            0            0             40  NorthAmerica  <=50K
## 4051            0            0             60  NorthAmerica  <=50K
## 4052            0            0             40  NorthAmerica  <=50K
## 4053            0            0             45  NorthAmerica  <=50K
## 4054            0            0             45  NorthAmerica   >50K
## 4055            0            0             45  NorthAmerica  <=50K
## 4056         7688            0             50         EAsia   >50K
## 4057            0            0             40  NorthAmerica   >50K
## 4058            0            0             40  NorthAmerica  <=50K
## 4059            0            0             40  NorthAmerica   >50K
## 4060            0            0             40  NorthAmerica  <=50K
## 4061            0            0             55  NorthAmerica   >50K
## 4062            0            0             40  NorthAmerica  <=50K
## 4063            0            0             40  NorthAmerica  <=50K
## 4064            0            0             40  NorthAmerica  <=50K
## 4065            0            0             50  NorthAmerica  <=50K
## 4066            0            0             40  NorthAmerica  <=50K
## 4067            0            0             20  SouthAmerica  <=50K
## 4068            0            0             60  NorthAmerica  <=50K
## 4069            0            0             40  NorthAmerica  <=50K
## 4070            0            0             22  NorthAmerica  <=50K
## 4071            0            0             40  NorthAmerica  <=50K
## 4072            0            0             40  NorthAmerica  <=50K
## 4073            0            0             40  NorthAmerica  <=50K
## 4074          914            0             40        Europe  <=50K
## 4075            0            0             40  NorthAmerica  <=50K
## 4076            0         1887             45  NorthAmerica   >50K
## 4077            0            0             20  NorthAmerica  <=50K
## 4078            0            0             60  NorthAmerica  <=50K
## 4079            0         1719             16  NorthAmerica  <=50K
## 4080         4064            0             38  NorthAmerica  <=50K
## 4081            0            0             40  NorthAmerica  <=50K
## 4082            0            0             40  NorthAmerica  <=50K
## 4083            0            0             40  NorthAmerica  <=50K
## 4084            0            0             24  NorthAmerica  <=50K
## 4085            0            0             40  NorthAmerica  <=50K
## 4086            0            0             50  SouthAmerica  <=50K
## 4087            0            0             99  NorthAmerica  <=50K
## 4088            0            0             50  NorthAmerica   >50K
## 4089            0            0             60  NorthAmerica   >50K
## 4090            0            0             40  NorthAmerica  <=50K
## 4091            0            0             30  NorthAmerica  <=50K
## 4092            0         2258             84  NorthAmerica  <=50K
## 4093            0            0             52  NorthAmerica  <=50K
## 4094            0            0             40  NorthAmerica  <=50K
## 4095            0            0             36  NorthAmerica  <=50K
## 4096            0            0             54  NorthAmerica  <=50K
## 4097            0            0             40  NorthAmerica   >50K
## 4098            0         1902             48  NorthAmerica   >50K
## 4099            0            0             40  NorthAmerica  <=50K
## 4100            0            0             50  NorthAmerica  <=50K
## 4101            0            0             40  NorthAmerica  <=50K
## 4102            0            0             78  NorthAmerica  <=50K
## 4103            0            0             40  NorthAmerica  <=50K
## 4104            0            0             20  NorthAmerica  <=50K
## 4105            0            0             50  NorthAmerica  <=50K
## 4106            0            0             45  NorthAmerica  <=50K
## 4107            0            0             45  NorthAmerica  <=50K
## 4108            0            0             40  CentrAmerica  <=50K
## 4109            0            0             50         EAsia  <=50K
## 4110          991            0             10  NorthAmerica  <=50K
## 4111            0            0             50  NorthAmerica  <=50K
## 4112            0            0             45  NorthAmerica  <=50K
## 4113            0            0             40  NorthAmerica   >50K
## 4114            0            0             30  NorthAmerica  <=50K
## 4115         1055            0             40  NorthAmerica  <=50K
## 4116         5178            0             40  NorthAmerica   >50K
## 4117            0            0             20  NorthAmerica  <=50K
## 4118            0            0             15  NorthAmerica  <=50K
## 4119         6849            0             48  NorthAmerica  <=50K
## 4120            0            0             40  NorthAmerica  <=50K
## 4121            0            0             40  NorthAmerica  <=50K
## 4122            0            0             40  NorthAmerica   >50K
## 4123            0            0             40  NorthAmerica  <=50K
## 4124            0            0             40  NorthAmerica  <=50K
## 4125            0            0             38  NorthAmerica  <=50K
## 4126            0            0             20  NorthAmerica  <=50K
## 4127            0            0             45  NorthAmerica  <=50K
## 4128        15024            0             60  NorthAmerica   >50K
## 4129            0            0             40  NorthAmerica  <=50K
## 4130            0            0             20  NorthAmerica  <=50K
## 4131            0            0             40  CentrAmerica  <=50K
## 4132            0         1887             50  NorthAmerica   >50K
## 4133            0            0             50  NorthAmerica  <=50K
## 4134            0            0             50  NorthAmerica   >50K
## 4135            0            0             48  NorthAmerica  <=50K
## 4136            0            0             40  NorthAmerica  <=50K
## 4137            0            0             50  NorthAmerica  <=50K
## 4138            0         1887             40  NorthAmerica   >50K
## 4139            0            0             12        Europe  <=50K
## 4140            0            0             40  NorthAmerica  <=50K
## 4141            0            0             40  NorthAmerica  <=50K
## 4142            0            0             40  NorthAmerica  <=50K
## 4143            0            0             38  NorthAmerica  <=50K
## 4144            0            0             40  NorthAmerica   >50K
## 4145            0            0             40  NorthAmerica  <=50K
## 4146            0            0             50         SAsia   >50K
## 4147            0            0             45  NorthAmerica  <=50K
## 4148            0            0             40  NorthAmerica  <=50K
## 4149            0            0             40  NorthAmerica  <=50K
## 4150            0            0             35  NorthAmerica  <=50K
## 4151            0            0             40  NorthAmerica  <=50K
## 4152         1506            0             50  NorthAmerica  <=50K
## 4153            0            0             20  NorthAmerica  <=50K
## 4154         3325            0             60  NorthAmerica  <=50K
## 4155            0            0             55  NorthAmerica   >50K
## 4156            0            0             30  NorthAmerica  <=50K
## 4157            0            0             30  CentrAmerica  <=50K
## 4158            0            0             40  NorthAmerica  <=50K
## 4159            0            0             28  SouthAmerica  <=50K
## 4160            0            0             45  NorthAmerica  <=50K
## 4161         3137            0             40  NorthAmerica  <=50K
## 4162            0            0             60  NorthAmerica  <=50K
## 4163            0            0             40  NorthAmerica  <=50K
## 4164            0            0             20  NorthAmerica  <=50K
## 4165            0            0             20  NorthAmerica   >50K
## 4166            0            0             50  NorthAmerica  <=50K
## 4167            0            0             20  NorthAmerica  <=50K
## 4168            0            0             35  NorthAmerica  <=50K
## 4169            0            0             35         EAsia  <=50K
## 4170            0            0             40  NorthAmerica   >50K
## 4171            0            0             65  NorthAmerica  <=50K
## 4172            0            0             49  CentrAmerica  <=50K
## 4173            0         1902             40  CentrAmerica   >50K
## 4174            0            0             40  NorthAmerica  <=50K
## 4175            0            0             18  NorthAmerica  <=50K
## 4176            0            0             45  NorthAmerica  <=50K
## 4177            0            0             40  NorthAmerica   >50K
## 4178            0         1902             60  NorthAmerica   >50K
## 4179            0            0             40  NorthAmerica  <=50K
## 4180            0            0             35  NorthAmerica  <=50K
## 4181            0            0             40  CentrAmerica  <=50K
## 4182            0            0             40  NorthAmerica  <=50K
## 4183            0            0             40  NorthAmerica   >50K
## 4184            0            0             40  NorthAmerica  <=50K
## 4185            0            0             40  NorthAmerica  <=50K
## 4186            0            0             30  NorthAmerica  <=50K
## 4187            0            0             50  NorthAmerica  <=50K
## 4188            0            0             20  NorthAmerica  <=50K
## 4189         2885            0             40  NorthAmerica  <=50K
## 4190            0            0             40  NorthAmerica  <=50K
## 4191            0            0             40  NorthAmerica  <=50K
## 4192            0            0             38  NorthAmerica  <=50K
## 4193            0            0             40  NorthAmerica  <=50K
## 4194            0            0             40  NorthAmerica  <=50K
## 4195            0            0             10  NorthAmerica  <=50K
## 4196            0            0             40  NorthAmerica  <=50K
## 4197            0            0             40  NorthAmerica  <=50K
## 4198            0            0             70  CentrAmerica  <=50K
## 4199            0            0             56  NorthAmerica  <=50K
## 4200            0            0             25  NorthAmerica  <=50K
## 4201            0            0             40  NorthAmerica  <=50K
## 4202            0         1672             50  NorthAmerica  <=50K
## 4203            0            0             40  NorthAmerica  <=50K
## 4204        14084            0             45  NorthAmerica   >50K
## 4205            0            0             72  NorthAmerica  <=50K
## 4206            0            0             10  NorthAmerica  <=50K
## 4207            0            0             10  NorthAmerica  <=50K
## 4208            0            0              5  NorthAmerica  <=50K
## 4209            0            0             45  NorthAmerica   >50K
## 4210            0            0             40  NorthAmerica  <=50K
## 4211            0            0             48  NorthAmerica   >50K
## 4212            0            0             40  NorthAmerica  <=50K
## 4213            0            0             25  NorthAmerica  <=50K
## 4214            0            0             44  NorthAmerica  <=50K
## 4215            0            0             40  NorthAmerica  <=50K
## 4216         8614            0             35  NorthAmerica   >50K
## 4217            0            0             30  NorthAmerica  <=50K
## 4218            0            0             35  NorthAmerica  <=50K
## 4219            0            0             49  CentrAmerica  <=50K
## 4220            0            0             20  NorthAmerica  <=50K
## 4221            0            0             48  NorthAmerica  <=50K
## 4222            0            0             36  NorthAmerica  <=50K
## 4223            0            0             40  NorthAmerica   >50K
## 4224            0            0             40  NorthAmerica  <=50K
## 4225            0            0             25  NorthAmerica  <=50K
## 4226            0            0             38  NorthAmerica  <=50K
## 4227            0            0             35  NorthAmerica  <=50K
## 4228            0            0             40  NorthAmerica  <=50K
## 4229            0            0             40  NorthAmerica  <=50K
## 4230            0            0             25  NorthAmerica  <=50K
## 4231         2829            0             40  NorthAmerica  <=50K
## 4232            0            0             35  NorthAmerica  <=50K
## 4233            0            0             45  NorthAmerica   >50K
## 4234            0            0             60   USTerritory  <=50K
## 4235            0            0             30  NorthAmerica  <=50K
## 4236            0            0             40  NorthAmerica  <=50K
## 4237         4931            0              3  NorthAmerica  <=50K
## 4238            0            0             40  NorthAmerica  <=50K
## 4239            0            0             50  NorthAmerica   >50K
## 4240            0            0             45  NorthAmerica  <=50K
## 4241            0            0             30  NorthAmerica  <=50K
## 4242            0            0             40  NorthAmerica  <=50K
## 4243            0            0             40  NorthAmerica  <=50K
## 4244            0            0             40  NorthAmerica  <=50K
## 4245            0            0             40  CentrAmerica  <=50K
## 4246            0         1980             40  NorthAmerica  <=50K
## 4247            0            0             50  NorthAmerica   >50K
## 4248            0            0             40  NorthAmerica  <=50K
## 4249            0            0             40  NorthAmerica  <=50K
## 4250            0            0             30  NorthAmerica  <=50K
## 4251            0            0             48  NorthAmerica  <=50K
## 4252            0            0             40  NorthAmerica  <=50K
## 4253            0            0             40  NorthAmerica  <=50K
## 4254            0            0             40  NorthAmerica  <=50K
## 4255            0            0             40  NorthAmerica  <=50K
## 4256            0            0             45  NorthAmerica   >50K
## 4257            0            0             40  NorthAmerica  <=50K
## 4258            0            0             75  NorthAmerica   >50K
## 4259         7688            0             70  NorthAmerica   >50K
## 4260            0            0             50  NorthAmerica  <=50K
## 4261            0            0             50  NorthAmerica  <=50K
## 4262            0            0             24  NorthAmerica  <=50K
## 4263            0            0             40         EAsia  <=50K
## 4264            0            0             40  NorthAmerica  <=50K
## 4265            0            0             40  NorthAmerica   >50K
## 4266         3103            0             55  NorthAmerica   >50K
## 4267        15024            0             50  NorthAmerica   >50K
## 4268            0         1902             40  NorthAmerica   >50K
## 4269            0            0             45  NorthAmerica  <=50K
## 4270            0            0             25  NorthAmerica  <=50K
## 4271            0            0             40  NorthAmerica  <=50K
## 4272            0            0             50  NorthAmerica   >50K
## 4273            0            0             40  NorthAmerica  <=50K
## 4274            0            0             16  NorthAmerica  <=50K
## 4275            0            0             40  NorthAmerica  <=50K
## 4276            0            0             40  NorthAmerica  <=50K
## 4277            0            0             45  NorthAmerica  <=50K
## 4278            0            0             20  NorthAmerica  <=50K
## 4279            0            0             60  NorthAmerica  <=50K
## 4280            0            0             40  NorthAmerica  <=50K
## 4281            0            0             40  NorthAmerica  <=50K
## 4282            0            0             30   USTerritory  <=50K
## 4283            0            0             40  NorthAmerica  <=50K
## 4284            0            0             20  NorthAmerica  <=50K
## 4285            0            0             40  NorthAmerica  <=50K
## 4286            0         1887             40  NorthAmerica   >50K
## 4287            0            0             40  CentrAmerica  <=50K
## 4288            0            0             40  NorthAmerica  <=50K
## 4289         1086            0             20  NorthAmerica  <=50K
## 4290            0            0             45  NorthAmerica  <=50K
## 4291            0            0             40  NorthAmerica  <=50K
## 4292            0            0             40  NorthAmerica  <=50K
## 4293            0            0             40  NorthAmerica  <=50K
## 4294            0            0             40  NorthAmerica  <=50K
## 4295            0            0             85  NorthAmerica  <=50K
## 4296            0            0             40  NorthAmerica  <=50K
## 4297            0            0             40  NorthAmerica  <=50K
## 4298            0            0             40  NorthAmerica   >50K
## 4299            0            0             35  NorthAmerica  <=50K
## 4300            0            0             40  NorthAmerica  <=50K
## 4301            0            0             15  NorthAmerica  <=50K
## 4302            0            0             30  CentrAmerica  <=50K
## 4303            0            0             40  NorthAmerica  <=50K
## 4304            0            0             40         EAsia  <=50K
## 4305            0            0             56  NorthAmerica   >50K
## 4306            0         1504             50  NorthAmerica  <=50K
## 4307            0            0             40  NorthAmerica   >50K
## 4308            0            0             40  NorthAmerica  <=50K
## 4309            0            0             99  NorthAmerica  <=50K
## 4310            0            0             12  NorthAmerica  <=50K
## 4311            0            0             25  SouthAmerica  <=50K
## 4312            0            0             40  NorthAmerica   >50K
## 4313            0            0             80  NorthAmerica   >50K
## 4314            0            0             20  NorthAmerica  <=50K
## 4315            0            0             40  NorthAmerica  <=50K
## 4316            0            0             40  CentrAmerica  <=50K
## 4317            0            0             35  NorthAmerica  <=50K
## 4318            0            0             35  NorthAmerica  <=50K
## 4319            0            0             40  NorthAmerica  <=50K
## 4320            0            0             40  NorthAmerica  <=50K
## 4321            0            0             40  NorthAmerica  <=50K
## 4322            0            0             40  NorthAmerica  <=50K
## 4323        27828            0             50  NorthAmerica   >50K
## 4324            0            0             48  NorthAmerica  <=50K
## 4325            0            0             38  NorthAmerica  <=50K
## 4326            0            0             40  NorthAmerica  <=50K
## 4327            0            0             53  CentrAmerica  <=50K
## 4328            0            0             48  NorthAmerica   >50K
## 4329            0            0             27  NorthAmerica  <=50K
## 4330            0            0             40  NorthAmerica   >50K
## 4331            0            0             40  NorthAmerica   >50K
## 4332            0            0             16  NorthAmerica  <=50K
## 4333            0            0             50  NorthAmerica  <=50K
## 4334            0            0             50  NorthAmerica  <=50K
## 4335            0            0             40  NorthAmerica  <=50K
## 4336            0            0             40  NorthAmerica  <=50K
## 4337            0            0             30  NorthAmerica  <=50K
## 4338            0            0             80         EAsia  <=50K
## 4339        15024            0             40  NorthAmerica   >50K
## 4340            0            0             40  NorthAmerica   >50K
## 4341            0            0             40  NorthAmerica  <=50K
## 4342            0            0             52  NorthAmerica   >50K
## 4343            0            0             20  NorthAmerica  <=50K
## 4344         7688            0             50  NorthAmerica   >50K
## 4345         7298            0             60  NorthAmerica   >50K
## 4346            0            0             35  NorthAmerica  <=50K
## 4347            0            0             40  NorthAmerica  <=50K
## 4348            0            0             40  NorthAmerica  <=50K
## 4349            0            0             84  NorthAmerica  <=50K
## 4350        15024            0             65  NorthAmerica   >50K
## 4351            0            0             35  NorthAmerica  <=50K
## 4352            0            0             40  NorthAmerica   >50K
## 4353            0            0             50  NorthAmerica  <=50K
## 4354            0            0             12  NorthAmerica  <=50K
## 4355        15024            0             60        Europe   >50K
## 4356            0            0             50  NorthAmerica  <=50K
## 4357            0            0             40  NorthAmerica  <=50K
## 4358            0            0             40  NorthAmerica  <=50K
## 4359            0            0             40  NorthAmerica  <=50K
## 4360         8614            0             40  NorthAmerica   >50K
## 4361            0            0             40  NorthAmerica  <=50K
## 4362            0            0             40  CentrAmerica  <=50K
## 4363            0            0             40  NorthAmerica  <=50K
## 4364            0            0             40  NorthAmerica  <=50K
## 4365            0            0             50  NorthAmerica  <=50K
## 4366            0            0             40  NorthAmerica   >50K
## 4367            0            0             50  NorthAmerica   >50K
## 4368            0            0             40  SouthAmerica  <=50K
## 4369            0            0             40  NorthAmerica   >50K
## 4370            0            0             40         SAsia  <=50K
## 4371            0            0             38  NorthAmerica  <=50K
## 4372            0            0             40  NorthAmerica  <=50K
## 4373            0            0             20  NorthAmerica  <=50K
## 4374            0            0             40  NorthAmerica  <=50K
## 4375            0         1902             50   USTerritory   >50K
## 4376            0            0             50  NorthAmerica  <=50K
## 4377            0         1539             40  NorthAmerica  <=50K
## 4378            0            0             10  NorthAmerica  <=50K
## 4379            0            0             40  NorthAmerica   >50K
## 4380            0            0             20  NorthAmerica  <=50K
## 4381            0         1848             70  NorthAmerica   >50K
## 4382            0            0             40  CentrAmerica   >50K
## 4383            0            0             40  NorthAmerica  <=50K
## 4384            0            0             40  NorthAmerica  <=50K
## 4385         5013            0             46  NorthAmerica  <=50K
## 4386            0            0             20  NorthAmerica  <=50K
## 4387            0            0             40  NorthAmerica  <=50K
## 4388            0            0             40  NorthAmerica  <=50K
## 4389            0            0             55  NorthAmerica  <=50K
## 4390        99999            0             40  NorthAmerica   >50K
## 4391            0            0             20  NorthAmerica   >50K
## 4392            0            0             40  NorthAmerica  <=50K
## 4393            0            0             20  NorthAmerica  <=50K
## 4394            0            0             50  NorthAmerica  <=50K
## 4395            0            0             50  NorthAmerica  <=50K
## 4396            0            0             40  NorthAmerica  <=50K
## 4397            0            0             10  CentrAmerica  <=50K
## 4398            0            0             50  NorthAmerica  <=50K
## 4399            0         1762             40  NorthAmerica  <=50K
## 4400            0            0             40  NorthAmerica  <=50K
## 4401            0            0             12  NorthAmerica  <=50K
## 4402         5178            0             40  NorthAmerica   >50K
## 4403            0            0             40  NorthAmerica  <=50K
## 4404            0            0             50         EAsia  <=50K
## 4405            0            0             40  NorthAmerica   >50K
## 4406            0            0             40  CentrAmerica   >50K
## 4407            0            0             25  NorthAmerica  <=50K
## 4408        15024            0             50  NorthAmerica   >50K
## 4409            0            0             40  NorthAmerica  <=50K
## 4410            0            0             12  SouthAmerica  <=50K
## 4411            0            0             28  NorthAmerica  <=50K
## 4412            0            0             50  NorthAmerica   >50K
## 4413            0            0             30  NorthAmerica  <=50K
## 4414            0            0             40  NorthAmerica  <=50K
## 4415            0            0             40  NorthAmerica  <=50K
## 4416            0            0             40  NorthAmerica  <=50K
## 4417            0            0             10  NorthAmerica  <=50K
## 4418            0            0             50  NorthAmerica   >50K
## 4419            0            0             40  NorthAmerica  <=50K
## 4420            0            0             50  NorthAmerica  <=50K
## 4421            0            0             40  NorthAmerica  <=50K
## 4422        99999            0             40  NorthAmerica   >50K
## 4423            0            0             40  NorthAmerica  <=50K
## 4424            0            0             40  NorthAmerica  <=50K
## 4425            0          880             42  NorthAmerica  <=50K
## 4426            0            0             40  NorthAmerica  <=50K
## 4427            0            0             65  NorthAmerica  <=50K
## 4428            0            0             40  NorthAmerica  <=50K
## 4429            0            0             40  NorthAmerica  <=50K
## 4430            0            0             18  NorthAmerica  <=50K
## 4431            0            0             32  NorthAmerica  <=50K
## 4432            0            0             30  NorthAmerica  <=50K
## 4433            0            0             30  NorthAmerica  <=50K
## 4434            0            0             40         SAsia   >50K
## 4435            0            0             50  NorthAmerica  <=50K
## 4436            0            0             30  NorthAmerica  <=50K
## 4437            0            0             40  NorthAmerica  <=50K
## 4438            0            0             50  NorthAmerica   >50K
## 4439            0            0             55  NorthAmerica   >50K
## 4440            0            0             38  NorthAmerica  <=50K
## 4441            0            0             50  NorthAmerica   >50K
## 4442            0            0             99  NorthAmerica   >50K
## 4443            0            0             70  NorthAmerica  <=50K
## 4444            0            0             40  NorthAmerica   >50K
## 4445            0            0             55  NorthAmerica  <=50K
## 4446            0            0             50  NorthAmerica   >50K
## 4447            0            0             35  NorthAmerica  <=50K
## 4448            0            0             40        Europe  <=50K
## 4449            0            0             40  NorthAmerica  <=50K
## 4450            0            0             56  NorthAmerica  <=50K
## 4451            0            0             48  NorthAmerica  <=50K
## 4452            0            0             40  NorthAmerica  <=50K
## 4453            0            0             40  NorthAmerica  <=50K
## 4454            0            0             30  NorthAmerica  <=50K
## 4455            0            0             45  NorthAmerica  <=50K
## 4456            0            0             40        Europe  <=50K
## 4457            0            0             60  NorthAmerica  <=50K
## 4458            0            0             40  NorthAmerica  <=50K
## 4459            0            0             65  NorthAmerica  <=50K
## 4460            0            0             38  NorthAmerica  <=50K
## 4461            0            0             30  NorthAmerica  <=50K
## 4462            0            0             20  NorthAmerica  <=50K
## 4463            0            0             60  CentrAmerica  <=50K
## 4464            0            0             20  NorthAmerica  <=50K
## 4465            0            0              4  NorthAmerica  <=50K
## 4466            0         1977             40  NorthAmerica   >50K
## 4467            0            0             40  NorthAmerica   >50K
## 4468            0            0             40  NorthAmerica  <=50K
## 4469            0            0             40  NorthAmerica  <=50K
## 4470            0            0             24  NorthAmerica  <=50K
## 4471            0            0             40  NorthAmerica   >50K
## 4472            0         1485             40  NorthAmerica   >50K
## 4473            0            0             40  NorthAmerica  <=50K
## 4474            0            0             40  NorthAmerica   >50K
## 4475            0            0             40  NorthAmerica   >50K
## 4476            0            0             36  NorthAmerica   >50K
## 4477            0            0             40  NorthAmerica  <=50K
## 4478            0            0             25  NorthAmerica  <=50K
## 4479         7430            0             45  NorthAmerica   >50K
## 4480            0            0             55  NorthAmerica   >50K
## 4481            0            0             40         SAsia  <=50K
## 4482            0         1741             40  NorthAmerica  <=50K
## 4483            0            0             40  NorthAmerica  <=50K
## 4484            0            0             50  NorthAmerica  <=50K
## 4485            0            0             60  NorthAmerica  <=50K
## 4486            0            0             40  CentrAmerica  <=50K
## 4487            0            0             40  NorthAmerica   >50K
## 4488            0            0             12  NorthAmerica  <=50K
## 4489            0            0             36  NorthAmerica  <=50K
## 4490            0            0             40  NorthAmerica  <=50K
## 4491            0            0             50  NorthAmerica  <=50K
## 4492            0            0             40  NorthAmerica   >50K
## 4493        15024            0             50  NorthAmerica   >50K
## 4494            0            0             40  NorthAmerica  <=50K
## 4495            0            0             60  NorthAmerica  <=50K
## 4496            0            0             40  NorthAmerica   >50K
## 4497         5013            0             70  NorthAmerica  <=50K
## 4498            0            0             47  NorthAmerica  <=50K
## 4499            0            0             40  NorthAmerica  <=50K
## 4500            0            0             40  NorthAmerica  <=50K
## 4501         6849            0             60  NorthAmerica  <=50K
## 4502            0            0             40  NorthAmerica  <=50K
## 4503            0            0             40  NorthAmerica   >50K
## 4504            0            0             50  NorthAmerica  <=50K
## 4505            0          625             40  NorthAmerica  <=50K
## 4506            0            0             60  NorthAmerica  <=50K
## 4507            0            0             60  NorthAmerica  <=50K
## 4508            0            0             40  NorthAmerica  <=50K
## 4509            0            0             40   USTerritory  <=50K
## 4510            0            0             30  NorthAmerica  <=50K
## 4511            0            0             10  CentrAmerica  <=50K
## 4512            0            0             40  NorthAmerica  <=50K
## 4513            0            0             30         SAsia  <=50K
## 4514            0            0             40  NorthAmerica  <=50K
## 4515            0            0             50  NorthAmerica  <=50K
## 4516            0            0             40  NorthAmerica  <=50K
## 4517            0            0             26  NorthAmerica  <=50K
## 4518            0            0             45  NorthAmerica  <=50K
## 4519            0            0             45  NorthAmerica   >50K
## 4520            0            0             55  NorthAmerica  <=50K
## 4521            0            0             60  NorthAmerica  <=50K
## 4522            0            0             40  NorthAmerica  <=50K
## 4523            0            0             40  NorthAmerica  <=50K
## 4524            0            0             35         SAsia  <=50K
## 4525            0            0             40  NorthAmerica  <=50K
## 4526            0            0             40  NorthAmerica  <=50K
## 4527            0            0             35  NorthAmerica  <=50K
## 4528            0            0             30  NorthAmerica  <=50K
## 4529            0            0             30  NorthAmerica  <=50K
## 4530            0            0             40  NorthAmerica  <=50K
## 4531            0            0             35  NorthAmerica  <=50K
## 4532            0            0             40  NorthAmerica  <=50K
## 4533            0            0             40         EAsia  <=50K
## 4534         8614            0             40  NorthAmerica   >50K
## 4535            0            0             40  NorthAmerica  <=50K
## 4536            0            0             70  NorthAmerica  <=50K
## 4537            0            0             40        Europe  <=50K
## 4538            0            0             40  NorthAmerica   >50K
## 4539            0            0             24         EAsia  <=50K
## 4540            0            0             50  NorthAmerica   >50K
## 4541         7688            0             44  NorthAmerica   >50K
## 4542            0            0             40  NorthAmerica  <=50K
## 4543            0            0             40  NorthAmerica  <=50K
## 4544            0            0             60  NorthAmerica   >50K
## 4545            0            0             30  NorthAmerica  <=50K
## 4546            0            0             40  NorthAmerica   >50K
## 4547            0            0             45  NorthAmerica   >50K
## 4548            0            0             51  NorthAmerica  <=50K
## 4549            0            0             40  NorthAmerica  <=50K
## 4550        15024            0             55  NorthAmerica   >50K
## 4551         7688            0             40  NorthAmerica   >50K
## 4552            0            0             40  NorthAmerica  <=50K
## 4553            0            0             40  NorthAmerica  <=50K
## 4554            0            0             40  NorthAmerica  <=50K
## 4555            0            0             16  NorthAmerica  <=50K
## 4556         7688            0             40  NorthAmerica   >50K
## 4557            0            0             40  NorthAmerica  <=50K
## 4558            0            0             40  NorthAmerica  <=50K
## 4559            0            0             40  NorthAmerica  <=50K
## 4560            0         2415             50  NorthAmerica   >50K
## 4561            0            0             40  NorthAmerica  <=50K
## 4562            0            0             40  NorthAmerica  <=50K
## 4563            0            0             40  NorthAmerica  <=50K
## 4564            0            0             45  NorthAmerica  <=50K
## 4565            0            0             40  NorthAmerica  <=50K
## 4566            0            0             40  NorthAmerica  <=50K
## 4567            0            0             40  NorthAmerica   >50K
## 4568            0            0             50  NorthAmerica  <=50K
## 4569        34095            0              3  NorthAmerica  <=50K
## 4570            0            0             50  NorthAmerica  <=50K
## 4571            0            0             27  NorthAmerica  <=50K
## 4572            0         1902             50  NorthAmerica   >50K
## 4573            0            0             40  NorthAmerica  <=50K
## 4574            0            0             40  NorthAmerica  <=50K
## 4575            0            0             50  NorthAmerica  <=50K
## 4576        15024            0             40  NorthAmerica   >50K
## 4577            0            0             21  CentrAmerica  <=50K
## 4578            0            0             40  NorthAmerica  <=50K
## 4579            0            0             40  CentrAmerica  <=50K
## 4580            0            0             38  NorthAmerica  <=50K
## 4581            0            0             40  NorthAmerica  <=50K
## 4582         6497            0             40  NorthAmerica  <=50K
## 4583            0            0             40  NorthAmerica  <=50K
## 4584            0            0             38  NorthAmerica  <=50K
## 4585            0            0             40  NorthAmerica   >50K
## 4586            0            0             40  NorthAmerica  <=50K
## 4587            0            0             35  NorthAmerica  <=50K
## 4588            0            0             38  NorthAmerica  <=50K
## 4589            0            0             40  NorthAmerica  <=50K
## 4590            0            0             40  NorthAmerica  <=50K
## 4591         4064            0             50  NorthAmerica  <=50K
## 4592            0            0             40  NorthAmerica  <=50K
## 4593            0            0             40  NorthAmerica   >50K
## 4594        15024            0             50  NorthAmerica   >50K
## 4595            0            0             60  NorthAmerica  <=50K
## 4596            0            0             40  NorthAmerica   >50K
## 4597            0            0             30  NorthAmerica  <=50K
## 4598            0            0             60  NorthAmerica   >50K
## 4599            0            0             10         EAsia  <=50K
## 4600         7298            0             40  CentrAmerica   >50K
## 4601            0            0             40  NorthAmerica   >50K
## 4602            0            0             60  NorthAmerica  <=50K
## 4603            0            0             40  NorthAmerica  <=50K
## 4604         7688            0             40  NorthAmerica   >50K
## 4605            0            0             35  NorthAmerica  <=50K
## 4606            0            0             40  NorthAmerica  <=50K
## 4607            0            0             12  NorthAmerica  <=50K
## 4608            0            0             20  NorthAmerica  <=50K
## 4609            0            0             40  NorthAmerica  <=50K
## 4610            0            0             25  NorthAmerica  <=50K
## 4611            0            0             40         EAsia  <=50K
## 4612            0            0             50  NorthAmerica  <=50K
## 4613            0            0             60  NorthAmerica   >50K
## 4614            0            0             40  NorthAmerica  <=50K
## 4615            0            0             50  NorthAmerica  <=50K
## 4616            0            0             40  NorthAmerica  <=50K
## 4617         3674            0             40  NorthAmerica  <=50K
## 4618            0            0             40  NorthAmerica  <=50K
## 4619            0            0             40  NorthAmerica   >50K
## 4620            0            0             45  NorthAmerica  <=50K
## 4621            0            0             40  NorthAmerica  <=50K
## 4622            0            0             25  NorthAmerica  <=50K
## 4623            0            0             45  NorthAmerica   >50K
## 4624            0            0             16  NorthAmerica  <=50K
## 4625            0            0             40  NorthAmerica  <=50K
## 4626        99999            0             55         EAsia   >50K
## 4627            0            0             45  NorthAmerica  <=50K
## 4628            0            0             24  NorthAmerica  <=50K
## 4629            0            0             40  NorthAmerica  <=50K
## 4630            0            0             24  NorthAmerica   >50K
## 4631            0            0             50  NorthAmerica  <=50K
## 4632            0            0             20  NorthAmerica  <=50K
## 4633            0         1485             40  NorthAmerica   >50K
## 4634            0            0             30  NorthAmerica  <=50K
## 4635         3137            0             40  NorthAmerica  <=50K
## 4636            0            0             40        Europe  <=50K
## 4637            0            0             40  NorthAmerica   >50K
## 4638            0            0             60  NorthAmerica  <=50K
## 4639            0            0             40  NorthAmerica  <=50K
## 4640        14084            0             45  CentrAmerica   >50K
## 4641            0            0             12  NorthAmerica  <=50K
## 4642        15024            0             60  NorthAmerica   >50K
## 4643            0            0             48  NorthAmerica  <=50K
## 4644            0            0             40  NorthAmerica  <=50K
## 4645            0            0             40  NorthAmerica  <=50K
## 4646         5178            0             40  NorthAmerica   >50K
## 4647            0            0             40  NorthAmerica  <=50K
## 4648            0            0             40  CentrAmerica  <=50K
## 4649            0            0             15  NorthAmerica  <=50K
## 4650            0            0             35  NorthAmerica  <=50K
## 4651            0            0             40  NorthAmerica  <=50K
## 4652            0            0             45  NorthAmerica  <=50K
## 4653            0            0             38  NorthAmerica  <=50K
## 4654         5013            0             40  NorthAmerica  <=50K
## 4655            0            0             50  NorthAmerica   >50K
## 4656            0            0             25  NorthAmerica  <=50K
## 4657        99999            0             40  CentrAmerica   >50K
## 4658            0            0             45  NorthAmerica   >50K
## 4659            0            0             40  CentrAmerica  <=50K
## 4660         7298            0             50  NorthAmerica   >50K
## 4661            0            0             50  NorthAmerica  <=50K
## 4662            0            0             52  NorthAmerica   >50K
## 4663            0            0             60  NorthAmerica  <=50K
## 4664            0            0             44  NorthAmerica  <=50K
## 4665            0            0             40  NorthAmerica  <=50K
## 4666            0            0             30  NorthAmerica  <=50K
## 4667            0            0              8  NorthAmerica  <=50K
## 4668            0            0             45  NorthAmerica  <=50K
## 4669            0            0             45  NorthAmerica  <=50K
## 4670            0            0             50  NorthAmerica   >50K
## 4671         7298            0             50  NorthAmerica   >50K
## 4672            0            0             35  CentrAmerica  <=50K
## 4673         6849            0             50  NorthAmerica  <=50K
## 4674            0            0             40  NorthAmerica  <=50K
## 4675            0            0             10  NorthAmerica  <=50K
## 4676            0            0             60  NorthAmerica   >50K
## 4677            0            0             20  NorthAmerica  <=50K
## 4678            0            0             55  NorthAmerica  <=50K
## 4679            0            0             40  NorthAmerica  <=50K
## 4680            0            0             40  NorthAmerica  <=50K
## 4681        15024            0             50  NorthAmerica   >50K
## 4682            0            0             45  NorthAmerica  <=50K
## 4683            0            0             40  NorthAmerica  <=50K
## 4684            0            0             40  NorthAmerica  <=50K
## 4685            0            0             40  NorthAmerica  <=50K
## 4686            0            0             20  NorthAmerica   >50K
## 4687            0            0             40  NorthAmerica  <=50K
## 4688            0            0             15  NorthAmerica  <=50K
## 4689            0            0             40  NorthAmerica  <=50K
## 4690            0            0             40  NorthAmerica  <=50K
## 4691            0            0             40  NorthAmerica  <=50K
## 4692            0            0             30  NorthAmerica  <=50K
## 4693            0            0             12  NorthAmerica   >50K
## 4694            0            0             20  NorthAmerica  <=50K
## 4695        15024            0             45  NorthAmerica   >50K
## 4696            0            0             40  NorthAmerica  <=50K
## 4697            0            0             40  NorthAmerica  <=50K
## 4698            0            0             35  CentrAmerica  <=50K
## 4699            0            0             40  NorthAmerica  <=50K
## 4700            0            0             40  NorthAmerica  <=50K
## 4701            0            0             48  CentrAmerica  <=50K
## 4702            0            0             40  NorthAmerica  <=50K
## 4703            0            0             15  NorthAmerica  <=50K
## 4704            0            0             70  NorthAmerica  <=50K
## 4705            0            0             15        Europe   >50K
## 4706            0            0             48  NorthAmerica  <=50K
## 4707            0            0             43  NorthAmerica  <=50K
## 4708            0            0             48  NorthAmerica  <=50K
## 4709            0            0             20  NorthAmerica  <=50K
## 4710            0            0             50  NorthAmerica   >50K
## 4711            0            0             43  NorthAmerica  <=50K
## 4712         3908            0             40  NorthAmerica  <=50K
## 4713            0            0             20  NorthAmerica  <=50K
## 4714            0            0             40  NorthAmerica  <=50K
## 4715            0            0             13  NorthAmerica  <=50K
## 4716            0            0             40  NorthAmerica  <=50K
## 4717          114            0             38  NorthAmerica  <=50K
## 4718            0         1848             50  NorthAmerica   >50K
## 4719            0            0             30  NorthAmerica  <=50K
## 4720            0            0             25  NorthAmerica  <=50K
## 4721            0            0             24  NorthAmerica  <=50K
## 4722            0            0              8  NorthAmerica   >50K
## 4723            0            0             40  CentrAmerica  <=50K
## 4724         2407            0             65  NorthAmerica  <=50K
## 4725         3137            0             77         EAsia  <=50K
## 4726            0            0             40  NorthAmerica  <=50K
## 4727            0         1579             45  CentrAmerica  <=50K
## 4728            0            0             40  NorthAmerica   >50K
## 4729            0            0             43  NorthAmerica  <=50K
## 4730            0            0             20  NorthAmerica  <=50K
## 4731            0            0             38  NorthAmerica  <=50K
## 4732            0            0             40  NorthAmerica  <=50K
## 4733            0            0             36  NorthAmerica  <=50K
## 4734            0            0             35  NorthAmerica  <=50K
## 4735            0            0             40  NorthAmerica  <=50K
## 4736            0            0             42  NorthAmerica  <=50K
## 4737         7298            0             84  NorthAmerica   >50K
## 4738            0            0             45  NorthAmerica  <=50K
## 4739            0            0             40  NorthAmerica  <=50K
## 4740            0            0             40  NorthAmerica  <=50K
## 4741            0            0             40  NorthAmerica   >50K
## 4742            0            0             28  NorthAmerica  <=50K
## 4743            0         1887             45  NorthAmerica   >50K
## 4744            0            0             40  NorthAmerica  <=50K
## 4745         4650            0             50  NorthAmerica  <=50K
## 4746            0            0             40  NorthAmerica  <=50K
## 4747         8614            0             40  NorthAmerica   >50K
## 4748            0            0             40  NorthAmerica   >50K
## 4749            0            0             55        Europe  <=50K
## 4750            0            0             40  NorthAmerica  <=50K
## 4751            0            0             35  NorthAmerica   >50K
## 4752            0            0             40  NorthAmerica  <=50K
## 4753            0            0             32  NorthAmerica  <=50K
## 4754            0            0             60  NorthAmerica   >50K
## 4755            0            0             40  NorthAmerica  <=50K
## 4756            0            0              6  NorthAmerica  <=50K
## 4757            0            0             40  NorthAmerica  <=50K
## 4758            0            0             40  NorthAmerica  <=50K
## 4759        14344            0             40  NorthAmerica   >50K
## 4760            0            0             12  NorthAmerica  <=50K
## 4761            0            0             60  NorthAmerica  <=50K
## 4762            0            0             40  NorthAmerica   >50K
## 4763            0            0             52  NorthAmerica  <=50K
## 4764            0            0             50  NorthAmerica   >50K
## 4765            0         1668             40  NorthAmerica  <=50K
## 4766            0            0             60        Europe   >50K
## 4767            0            0             40  NorthAmerica  <=50K
## 4768            0            0             10  NorthAmerica  <=50K
## 4769            0         1902             40         EAsia   >50K
## 4770            0            0             40  NorthAmerica  <=50K
## 4771            0            0              8  NorthAmerica  <=50K
## 4772            0            0             50  NorthAmerica  <=50K
## 4773         7896            0             40  CentrAmerica   >50K
## 4774            0            0             60  NorthAmerica  <=50K
## 4775            0            0             40  NorthAmerica  <=50K
## 4776            0            0             40  NorthAmerica  <=50K
## 4777            0            0             50  NorthAmerica   >50K
## 4778            0            0             20  NorthAmerica  <=50K
## 4779            0            0             84  NorthAmerica  <=50K
## 4780            0            0             40  NorthAmerica  <=50K
## 4781        15024            0             50  NorthAmerica   >50K
## 4782            0            0             35  NorthAmerica  <=50K
## 4783         9386            0             60  NorthAmerica   >50K
## 4784            0            0             16  NorthAmerica  <=50K
## 4785            0         1848             50  NorthAmerica   >50K
## 4786            0            0             40         EAsia  <=50K
## 4787            0            0             30  CentrAmerica  <=50K
## 4788            0            0             40  NorthAmerica  <=50K
## 4789            0            0             45  NorthAmerica  <=50K
## 4790            0            0             40  NorthAmerica  <=50K
## 4791            0            0             20  NorthAmerica  <=50K
## 4792            0            0             40  NorthAmerica  <=50K
## 4793            0            0             40  NorthAmerica  <=50K
## 4794            0            0             20  NorthAmerica   >50K
## 4795            0            0             48  NorthAmerica  <=50K
## 4796            0            0             40  NorthAmerica  <=50K
## 4797            0            0             40  NorthAmerica  <=50K
## 4798            0            0             50  NorthAmerica   >50K
## 4799            0            0             40  NorthAmerica  <=50K
## 4800            0            0             38  NorthAmerica  <=50K
## 4801            0            0             40  NorthAmerica  <=50K
## 4802            0            0             40  NorthAmerica  <=50K
## 4803            0            0             40  NorthAmerica  <=50K
## 4804            0            0             35         EAsia  <=50K
## 4805            0            0             70  NorthAmerica  <=50K
## 4806            0         1564             70  NorthAmerica   >50K
## 4807         8614            0             45  NorthAmerica   >50K
## 4808         7430            0             50   USTerritory   >50K
## 4809            0            0             40  NorthAmerica   >50K
## 4810            0            0             20  NorthAmerica  <=50K
## 4811            0         1564             60  NorthAmerica   >50K
## 4812            0            0             40  NorthAmerica  <=50K
## 4813            0            0             40  NorthAmerica   >50K
## 4814            0            0             30        Europe  <=50K
## 4815            0            0             40  NorthAmerica  <=50K
## 4816            0            0             35  NorthAmerica  <=50K
## 4817            0            0             50  NorthAmerica   >50K
## 4818            0            0             40  NorthAmerica  <=50K
## 4819            0            0             16  NorthAmerica  <=50K
## 4820         4101            0             40  NorthAmerica  <=50K
## 4821            0            0             40  NorthAmerica  <=50K
## 4822            0            0             50  NorthAmerica  <=50K
## 4823            0            0             35  NorthAmerica  <=50K
## 4824            0            0             45  NorthAmerica  <=50K
## 4825            0            0              9  NorthAmerica  <=50K
## 4826            0            0             44  NorthAmerica   >50K
## 4827            0            0             40         EAsia  <=50K
## 4828            0            0             54  CentrAmerica   >50K
## 4829            0            0             40  NorthAmerica  <=50K
## 4830            0            0             32  NorthAmerica  <=50K
## 4831            0            0             40  NorthAmerica  <=50K
## 4832            0            0             40  NorthAmerica  <=50K
## 4833            0            0             40  NorthAmerica   >50K
## 4834            0            0             50  NorthAmerica   >50K
## 4835            0            0             20  NorthAmerica  <=50K
## 4836            0            0             40  NorthAmerica  <=50K
## 4837            0            0             48  NorthAmerica   >50K
## 4838            0            0             40  NorthAmerica  <=50K
## 4839            0            0             40  NorthAmerica  <=50K
## 4840            0            0             40  NorthAmerica  <=50K
## 4841            0         2001             40  NorthAmerica  <=50K
## 4842         2346            0             40  NorthAmerica  <=50K
## 4843            0            0             32  NorthAmerica  <=50K
## 4844            0            0             40  NorthAmerica  <=50K
## 4845            0            0             40  NorthAmerica  <=50K
## 4846            0            0             40  NorthAmerica  <=50K
## 4847            0            0             40  NorthAmerica  <=50K
## 4848            0            0             60  NorthAmerica   >50K
## 4849            0            0             70  NorthAmerica  <=50K
## 4850            0            0             60  NorthAmerica  <=50K
## 4851            0            0             42  NorthAmerica   >50K
## 4852            0            0             24  NorthAmerica  <=50K
## 4853            0            0             40  NorthAmerica  <=50K
## 4854            0            0             40  NorthAmerica  <=50K
## 4855            0         1092             40         EAsia  <=50K
## 4856            0            0             40  NorthAmerica  <=50K
## 4857            0            0             50  NorthAmerica  <=50K
## 4858            0            0             20  NorthAmerica  <=50K
## 4859            0            0             60  NorthAmerica   >50K
## 4860            0            0             40  NorthAmerica  <=50K
## 4861            0            0             40  NorthAmerica  <=50K
## 4862            0            0             40  CentrAmerica  <=50K
## 4863         5178            0             90  NorthAmerica   >50K
## 4864            0            0             40  NorthAmerica  <=50K
## 4865            0         1594             20  NorthAmerica  <=50K
## 4866            0         1887             45  NorthAmerica   >50K
## 4867            0            0             40  CentrAmerica  <=50K
## 4868            0            0             40  NorthAmerica  <=50K
## 4869            0            0             65  NorthAmerica  <=50K
## 4870            0            0             50  NorthAmerica  <=50K
## 4871            0            0             38  NorthAmerica   >50K
## 4872            0            0             40  NorthAmerica  <=50K
## 4873            0            0             50  NorthAmerica   >50K
## 4874            0            0             45  NorthAmerica   >50K
## 4875            0         1902             38  NorthAmerica   >50K
## 4876            0            0             50  NorthAmerica   >50K
## 4877            0            0             40  NorthAmerica  <=50K
## 4878            0            0             40  NorthAmerica  <=50K
## 4879            0            0             40  NorthAmerica   >50K
## 4880            0            0             40  NorthAmerica  <=50K
## 4881            0            0             60  NorthAmerica   >50K
## 4882            0            0             40  NorthAmerica  <=50K
## 4883         5013            0             40  NorthAmerica  <=50K
## 4884            0            0             45  NorthAmerica  <=50K
## 4885            0            0             40  NorthAmerica  <=50K
## 4886            0            0             40  NorthAmerica   >50K
## 4887            0            0             30  NorthAmerica  <=50K
## 4888            0            0             40  NorthAmerica  <=50K
## 4889            0            0             40  NorthAmerica   >50K
## 4890            0            0             45  NorthAmerica  <=50K
## 4891            0            0             75  NorthAmerica  <=50K
## 4892            0            0             35  NorthAmerica  <=50K
## 4893            0            0             35  NorthAmerica  <=50K
## 4894            0            0             40  NorthAmerica  <=50K
## 4895            0            0             45  NorthAmerica   >50K
## 4896            0            0             50  NorthAmerica  <=50K
## 4897            0            0             40  NorthAmerica  <=50K
## 4898            0         1485             50  NorthAmerica   >50K
## 4899        99999            0             50  NorthAmerica   >50K
## 4900            0         1876             42  NorthAmerica  <=50K
## 4901            0            0             40  NorthAmerica   >50K
## 4902            0            0             40  NorthAmerica  <=50K
## 4903            0            0             40  NorthAmerica  <=50K
## 4904            0         1902             40  NorthAmerica   >50K
## 4905            0            0             30  NorthAmerica  <=50K
## 4906            0            0             36        Europe   >50K
## 4907        10520            0             50  NorthAmerica   >50K
## 4908            0            0             40  NorthAmerica  <=50K
## 4909            0            0             40  NorthAmerica   >50K
## 4910          914            0             50  NorthAmerica  <=50K
## 4911            0            0             48  NorthAmerica  <=50K
## 4912         2174            0             40  NorthAmerica  <=50K
## 4913            0            0             40  NorthAmerica  <=50K
## 4914            0            0             40  CentrAmerica  <=50K
## 4915         7298            0             40  NorthAmerica   >50K
## 4916            0            0             20  NorthAmerica  <=50K
## 4917            0            0             40  NorthAmerica  <=50K
## 4918            0            0              8  NorthAmerica  <=50K
## 4919            0            0             50  NorthAmerica  <=50K
## 4920            0            0             24         EAsia  <=50K
## 4921            0            0             40  NorthAmerica  <=50K
## 4922         2407            0             50  NorthAmerica  <=50K
## 4923            0            0             40  NorthAmerica  <=50K
## 4924            0            0             40  NorthAmerica   >50K
## 4925            0            0             40  NorthAmerica  <=50K
## 4926            0            0             18  NorthAmerica  <=50K
## 4927            0            0             40  NorthAmerica  <=50K
## 4928            0            0             15  NorthAmerica  <=50K
## 4929            0            0             40  NorthAmerica   >50K
## 4930            0            0             60  NorthAmerica  <=50K
## 4931            0            0             40  NorthAmerica  <=50K
## 4932            0            0             25  NorthAmerica  <=50K
## 4933            0            0             40  NorthAmerica   >50K
## 4934            0            0             40  NorthAmerica  <=50K
## 4935         2407            0             40  NorthAmerica  <=50K
## 4936            0            0             40  NorthAmerica   >50K
## 4937            0            0             40  NorthAmerica  <=50K
## 4938            0            0             40  NorthAmerica  <=50K
## 4939            0         1740             20  NorthAmerica  <=50K
## 4940            0            0             40  NorthAmerica  <=50K
## 4941            0            0             48  NorthAmerica   >50K
## 4942            0            0             40  NorthAmerica   >50K
## 4943            0            0             15  NorthAmerica  <=50K
## 4944            0            0             40  NorthAmerica   >50K
## 4945        15024            0             40  NorthAmerica   >50K
## 4946            0            0             44  NorthAmerica  <=50K
## 4947            0            0             60  NorthAmerica  <=50K
## 4948            0            0             40  NorthAmerica   >50K
## 4949            0            0             40  NorthAmerica  <=50K
## 4950            0            0             60  NorthAmerica   >50K
## 4951            0            0             40  NorthAmerica   >50K
## 4952            0            0             60  NorthAmerica   >50K
## 4953            0            0             50  NorthAmerica   >50K
## 4954            0         1902             50  NorthAmerica   >50K
## 4955            0            0             40  NorthAmerica  <=50K
## 4956            0            0              8  NorthAmerica  <=50K
## 4957            0            0             20  NorthAmerica  <=50K
## 4958            0            0             40  NorthAmerica  <=50K
## 4959            0            0             35  NorthAmerica  <=50K
## 4960            0            0             40  NorthAmerica  <=50K
## 4961            0            0             20   USTerritory  <=50K
## 4962            0            0             16  NorthAmerica   >50K
## 4963            0            0             50  NorthAmerica  <=50K
## 4964            0            0             35  NorthAmerica  <=50K
## 4965            0            0             45  NorthAmerica  <=50K
## 4966            0            0             40  NorthAmerica  <=50K
## 4967            0            0             40  NorthAmerica  <=50K
## 4968            0         1902             60  NorthAmerica   >50K
## 4969            0            0             50  NorthAmerica  <=50K
## 4970            0            0             10  NorthAmerica  <=50K
## 4971            0            0             40  NorthAmerica   >50K
## 4972            0            0             40  NorthAmerica  <=50K
## 4973            0         1977             40         EAsia   >50K
## 4974            0            0             35  NorthAmerica  <=50K
## 4975            0            0             45  NorthAmerica   >50K
## 4976            0            0             45  NorthAmerica  <=50K
## 4977            0            0             50  NorthAmerica   >50K
## 4978            0            0             40  NorthAmerica  <=50K
## 4979         8614            0             48  NorthAmerica   >50K
## 4980            0            0             40  CentrAmerica  <=50K
## 4981            0            0             40  NorthAmerica  <=50K
## 4982            0            0             40  NorthAmerica  <=50K
## 4983            0            0             20  NorthAmerica  <=50K
## 4984            0            0             50  NorthAmerica   >50K
## 4985            0            0             40  NorthAmerica  <=50K
## 4986            0            0             37  NorthAmerica  <=50K
## 4987            0            0             30  NorthAmerica  <=50K
## 4988            0            0             40  NorthAmerica  <=50K
## 4989            0            0             50  NorthAmerica   >50K
## 4990            0            0             60  NorthAmerica  <=50K
## 4991            0            0             60  NorthAmerica  <=50K
## 4992            0            0             40  NorthAmerica  <=50K
## 4993            0            0             40  NorthAmerica  <=50K
## 4994            0            0             40  NorthAmerica  <=50K
## 4995            0            0             60  NorthAmerica  <=50K
## 4996            0            0             40  NorthAmerica  <=50K
## 4997            0            0             40  NorthAmerica   >50K
## 4998            0            0             40  NorthAmerica   >50K
## 4999            0            0             60  NorthAmerica  <=50K
## 5000            0            0             55  NorthAmerica  <=50K
## 5001        27828            0             50  NorthAmerica   >50K
## 5002            0         1590             38  NorthAmerica  <=50K
## 5003         5013            0             40  NorthAmerica  <=50K
## 5004            0            0             40  NorthAmerica  <=50K
## 5005            0            0             40  NorthAmerica  <=50K
## 5006            0            0             50  NorthAmerica  <=50K
## 5007            0            0             40  NorthAmerica  <=50K
## 5008        10605            0             40  NorthAmerica   >50K
## 5009            0            0             40  NorthAmerica  <=50K
## 5010            0            0             13  NorthAmerica  <=50K
## 5011            0            0             40  NorthAmerica  <=50K
## 5012            0            0             40  NorthAmerica  <=50K
## 5013            0            0             30         EAsia  <=50K
## 5014            0            0             40  NorthAmerica   >50K
## 5015            0            0             40  NorthAmerica   >50K
## 5016            0            0             40  NorthAmerica  <=50K
## 5017            0            0             25  NorthAmerica  <=50K
## 5018            0            0             40  NorthAmerica  <=50K
## 5019            0            0             50  NorthAmerica  <=50K
## 5020            0            0             40  NorthAmerica  <=50K
## 5021            0            0             20  NorthAmerica  <=50K
## 5022            0            0             40  NorthAmerica  <=50K
## 5023            0            0             60  NorthAmerica  <=50K
## 5024            0            0             40  NorthAmerica  <=50K
## 5025            0         1672             40  NorthAmerica  <=50K
## 5026            0            0             40  CentrAmerica  <=50K
## 5027            0            0             40  NorthAmerica   >50K
## 5028            0            0             40  NorthAmerica   >50K
## 5029            0            0             49  NorthAmerica  <=50K
## 5030            0            0             15  NorthAmerica  <=50K
## 5031            0            0             30  NorthAmerica  <=50K
## 5032            0            0             30  NorthAmerica   >50K
## 5033            0            0             24  NorthAmerica  <=50K
## 5034            0         1977             50  NorthAmerica   >50K
## 5035            0            0             50  NorthAmerica  <=50K
## 5036            0            0             30  NorthAmerica  <=50K
## 5037            0            0             25  NorthAmerica  <=50K
## 5038            0            0             45  NorthAmerica  <=50K
## 5039            0            0             45  NorthAmerica  <=50K
## 5040            0            0             40  NorthAmerica  <=50K
## 5041            0            0             40  NorthAmerica  <=50K
## 5042            0            0             40  NorthAmerica  <=50K
## 5043            0            0             40  NorthAmerica  <=50K
## 5044            0            0             40  NorthAmerica  <=50K
## 5045            0         1977             40  NorthAmerica   >50K
## 5046            0            0             35  NorthAmerica   >50K
## 5047            0            0             40  NorthAmerica  <=50K
## 5048            0            0             40  NorthAmerica  <=50K
## 5049            0            0             45  NorthAmerica  <=50K
## 5050            0            0             40  NorthAmerica   >50K
## 5051            0            0             48  NorthAmerica  <=50K
## 5052         7298            0             50  NorthAmerica   >50K
## 5053            0            0             47  NorthAmerica  <=50K
## 5054            0         1902             40  NorthAmerica   >50K
## 5055          594            0             40  NorthAmerica  <=50K
## 5056            0            0             10  NorthAmerica  <=50K
## 5057            0            0             40  NorthAmerica  <=50K
## 5058            0            0             40  NorthAmerica  <=50K
## 5059            0            0             40  NorthAmerica   >50K
## 5060            0            0             30  NorthAmerica  <=50K
## 5061            0            0             43  NorthAmerica  <=50K
## 5062            0            0             45  NorthAmerica  <=50K
## 5063            0            0             45  NorthAmerica   >50K
## 5064            0            0             40  NorthAmerica  <=50K
## 5065            0            0             40  NorthAmerica  <=50K
## 5066            0            0             40  NorthAmerica  <=50K
## 5067            0            0             50  NorthAmerica  <=50K
## 5068            0            0             40  NorthAmerica  <=50K
## 5069            0            0             40  NorthAmerica  <=50K
## 5070            0            0             60  NorthAmerica   >50K
## 5071            0            0             15  NorthAmerica  <=50K
## 5072            0            0             20  NorthAmerica  <=50K
## 5073            0            0             50  NorthAmerica   >50K
## 5074            0            0             40  NorthAmerica   >50K
## 5075            0            0             40  NorthAmerica  <=50K
## 5076         7688            0             40  NorthAmerica   >50K
## 5077            0            0             32  NorthAmerica  <=50K
## 5078            0            0             40  NorthAmerica  <=50K
## 5079            0            0             40  NorthAmerica  <=50K
## 5080            0            0             40  NorthAmerica  <=50K
## 5081            0            0             16  NorthAmerica  <=50K
## 5082            0            0             40  CentrAmerica  <=50K
## 5083            0            0             45  NorthAmerica  <=50K
## 5084            0            0             40  CentrAmerica  <=50K
## 5085            0            0             60  NorthAmerica  <=50K
## 5086            0            0             98  NorthAmerica   >50K
## 5087            0            0             40  NorthAmerica  <=50K
## 5088            0            0             40  NorthAmerica  <=50K
## 5089         7298            0             40  NorthAmerica   >50K
## 5090            0            0             55  NorthAmerica  <=50K
## 5091            0            0             10  NorthAmerica  <=50K
## 5092            0            0             40  NorthAmerica  <=50K
## 5093            0            0             58        Europe  <=50K
## 5094            0            0             40  NorthAmerica  <=50K
## 5095            0            0             40  NorthAmerica  <=50K
## 5096            0            0             45  NorthAmerica  <=50K
## 5097            0            0             25  NorthAmerica  <=50K
## 5098            0            0             60  NorthAmerica  <=50K
## 5099        99999            0             65  NorthAmerica   >50K
## 5100            0            0             40  NorthAmerica   >50K
## 5101         2580            0             60  NorthAmerica  <=50K
## 5102            0            0             47  NorthAmerica   >50K
## 5103            0            0             40  NorthAmerica  <=50K
## 5104            0            0             60  NorthAmerica  <=50K
## 5105            0            0             35  NorthAmerica  <=50K
## 5106            0            0             20  NorthAmerica  <=50K
## 5107            0         1672             45  NorthAmerica  <=50K
## 5108            0            0             40  NorthAmerica  <=50K
## 5109            0            0             50  NorthAmerica   >50K
## 5110            0            0             50  NorthAmerica  <=50K
## 5111            0            0             40  NorthAmerica  <=50K
## 5112            0            0             18  NorthAmerica  <=50K
## 5113            0            0             40        Europe  <=50K
## 5114            0            0             40  NorthAmerica  <=50K
## 5115            0            0             55  NorthAmerica  <=50K
## 5116            0            0             45  NorthAmerica  <=50K
## 5117            0            0             40  NorthAmerica  <=50K
## 5118            0            0             40  NorthAmerica  <=50K
## 5119            0            0             40   USTerritory  <=50K
## 5120            0            0             40  NorthAmerica  <=50K
## 5121            0            0             60  NorthAmerica  <=50K
## 5122         3103            0             40  NorthAmerica   >50K
## 5123            0            0             40  NorthAmerica  <=50K
## 5124            0         1902             55  NorthAmerica  <=50K
## 5125            0            0             24  NorthAmerica  <=50K
## 5126            0            0             30  NorthAmerica  <=50K
## 5127            0            0             40  NorthAmerica  <=50K
## 5128            0            0             38  NorthAmerica  <=50K
## 5129            0            0             40  NorthAmerica  <=50K
## 5130            0            0             40  NorthAmerica  <=50K
## 5131            0            0             50  NorthAmerica  <=50K
## 5132            0            0             30  NorthAmerica  <=50K
## 5133            0            0             35  NorthAmerica  <=50K
## 5134            0            0             40  NorthAmerica  <=50K
## 5135            0            0             40  NorthAmerica  <=50K
## 5136            0            0             40  NorthAmerica  <=50K
## 5137            0            0             20  NorthAmerica  <=50K
## 5138            0         2377             40  NorthAmerica   >50K
## 5139            0            0             40  NorthAmerica  <=50K
## 5140            0            0             30  NorthAmerica  <=50K
## 5141            0            0             55  NorthAmerica   >50K
## 5142            0            0             40  NorthAmerica  <=50K
## 5143            0            0             35  NorthAmerica  <=50K
## 5144            0            0             70        Europe  <=50K
## 5145            0         1628             60  NorthAmerica  <=50K
## 5146            0            0             40  NorthAmerica  <=50K
## 5147         2174            0             55  NorthAmerica  <=50K
## 5148            0            0             40  NorthAmerica  <=50K
## 5149            0            0             40  NorthAmerica  <=50K
## 5150            0            0             40  NorthAmerica  <=50K
## 5151         4386            0             48  NorthAmerica   >50K
## 5152            0            0             50  NorthAmerica  <=50K
## 5153            0            0             39  NorthAmerica  <=50K
## 5154            0            0             43  NorthAmerica  <=50K
## 5155            0            0             40  NorthAmerica  <=50K
## 5156        10520            0             30  NorthAmerica   >50K
## 5157            0            0              8  NorthAmerica  <=50K
## 5158            0            0             30  NorthAmerica  <=50K
## 5159            0            0             40  NorthAmerica   >50K
## 5160            0            0             49  NorthAmerica  <=50K
## 5161            0            0             45  NorthAmerica   >50K
## 5162            0            0             40  NorthAmerica  <=50K
## 5163            0            0             41  NorthAmerica  <=50K
## 5164            0            0             40  NorthAmerica  <=50K
## 5165            0            0             40  NorthAmerica   >50K
## 5166            0            0             30  NorthAmerica  <=50K
## 5167         5178            0             40  NorthAmerica   >50K
## 5168         7298            0             40  NorthAmerica   >50K
## 5169            0            0             50  NorthAmerica  <=50K
## 5170         7688            0             40  NorthAmerica   >50K
## 5171            0            0             35  NorthAmerica  <=50K
## 5172            0            0             55  NorthAmerica  <=50K
## 5173            0            0              2  NorthAmerica   >50K
## 5174            0            0             50  NorthAmerica   >50K
## 5175            0            0             20  NorthAmerica  <=50K
## 5176            0            0             40  NorthAmerica   >50K
## 5177            0            0             26  NorthAmerica   >50K
## 5178            0            0             40  NorthAmerica  <=50K
## 5179            0            0             38  NorthAmerica  <=50K
## 5180            0            0             50  NorthAmerica   >50K
## 5181         1506            0             45  CentrAmerica  <=50K
## 5182            0            0             35  NorthAmerica  <=50K
## 5183            0            0             40  NorthAmerica  <=50K
## 5184            0            0             50  NorthAmerica  <=50K
## 5185        99999            0             36  NorthAmerica   >50K
## 5186            0            0             20  CentrAmerica  <=50K
## 5187            0            0             15  NorthAmerica  <=50K
## 5188            0            0             35  NorthAmerica  <=50K
## 5189            0            0             60  NorthAmerica  <=50K
## 5190         3411            0             38  NorthAmerica  <=50K
## 5191            0         1740             40  NorthAmerica  <=50K
## 5192            0            0             16  NorthAmerica  <=50K
## 5193        15024            0             45  NorthAmerica   >50K
## 5194            0            0             36  NorthAmerica  <=50K
## 5195            0            0             40  CentrAmerica   >50K
## 5196            0            0             40  NorthAmerica  <=50K
## 5197            0            0             40         EAsia   >50K
## 5198            0         1740             35  NorthAmerica  <=50K
## 5199            0            0             20  NorthAmerica   >50K
## 5200            0            0             40  NorthAmerica  <=50K
## 5201            0            0             40  NorthAmerica   >50K
## 5202            0            0             30  CentrAmerica   >50K
## 5203            0         2415             45  NorthAmerica   >50K
## 5204            0            0             20  NorthAmerica  <=50K
## 5205            0            0             40  NorthAmerica  <=50K
## 5206            0            0             50         SAsia  <=50K
## 5207            0            0             25  NorthAmerica  <=50K
## 5208            0            0             20  NorthAmerica  <=50K
## 5209            0            0             52  NorthAmerica  <=50K
## 5210         3418            0             40  NorthAmerica  <=50K
## 5211            0            0             40  NorthAmerica  <=50K
## 5212            0            0             40  NorthAmerica   >50K
## 5213            0            0             50  NorthAmerica  <=50K
## 5214            0            0             20  NorthAmerica  <=50K
## 5215            0            0             56  NorthAmerica  <=50K
## 5216            0            0             75  NorthAmerica  <=50K
## 5217            0            0             45  NorthAmerica  <=50K
## 5218            0            0             40  NorthAmerica  <=50K
## 5219            0            0             40  NorthAmerica  <=50K
## 5220            0            0             35         EAsia  <=50K
## 5221            0            0             50  NorthAmerica   >50K
## 5222            0            0             12  NorthAmerica  <=50K
## 5223            0            0             40  NorthAmerica   >50K
## 5224            0            0             40  NorthAmerica  <=50K
## 5225            0            0             45  NorthAmerica   >50K
## 5226            0            0             40  NorthAmerica  <=50K
## 5227            0            0             40  NorthAmerica  <=50K
## 5228            0            0             40  NorthAmerica   >50K
## 5229            0            0             25  NorthAmerica  <=50K
## 5230            0            0             30  NorthAmerica  <=50K
## 5231            0            0             20  NorthAmerica  <=50K
## 5232            0            0             40  NorthAmerica   >50K
## 5233            0            0             40  NorthAmerica  <=50K
## 5234            0            0             60  NorthAmerica  <=50K
## 5235            0            0             35  CentrAmerica  <=50K
## 5236            0            0             40  NorthAmerica  <=50K
## 5237            0            0             40  NorthAmerica   >50K
## 5238            0            0             20  NorthAmerica  <=50K
## 5239            0         1887             60  NorthAmerica   >50K
## 5240            0            0             35  NorthAmerica  <=50K
## 5241            0            0             40  NorthAmerica  <=50K
## 5242            0            0             40  CentrAmerica  <=50K
## 5243            0            0             80  NorthAmerica  <=50K
## 5244            0            0             40  NorthAmerica  <=50K
## 5245            0            0             25  NorthAmerica  <=50K
## 5246            0            0             45  NorthAmerica  <=50K
## 5247            0            0             35  NorthAmerica  <=50K
## 5248            0            0             12  NorthAmerica  <=50K
## 5249            0            0             40  NorthAmerica  <=50K
## 5250            0            0             45  NorthAmerica  <=50K
## 5251         4064            0             40  NorthAmerica  <=50K
## 5252            0            0             40  NorthAmerica   >50K
## 5253            0            0             42  NorthAmerica  <=50K
## 5254            0            0             40  NorthAmerica  <=50K
## 5255            0            0             40  NorthAmerica  <=50K
## 5256            0            0             20  NorthAmerica  <=50K
## 5257            0            0             20  NorthAmerica  <=50K
## 5258            0            0             43  NorthAmerica  <=50K
## 5259            0            0             40  NorthAmerica  <=50K
## 5260            0            0             20        Europe  <=50K
## 5261            0            0             15  NorthAmerica  <=50K
## 5262            0            0             40  NorthAmerica  <=50K
## 5263            0            0             40  NorthAmerica  <=50K
## 5264            0            0             30  NorthAmerica  <=50K
## 5265            0            0             40  NorthAmerica   >50K
## 5266            0            0             40  NorthAmerica  <=50K
## 5267            0            0             40  NorthAmerica  <=50K
## 5268            0         1902             40  NorthAmerica   >50K
## 5269            0            0             12  NorthAmerica  <=50K
## 5270            0            0             60  NorthAmerica   >50K
## 5271            0            0             40  NorthAmerica  <=50K
## 5272            0            0             40  NorthAmerica  <=50K
## 5273            0            0             40  NorthAmerica  <=50K
## 5274            0            0             40  NorthAmerica  <=50K
## 5275            0            0             38  NorthAmerica   >50K
## 5276            0            0             50  NorthAmerica   >50K
## 5277            0            0             50  NorthAmerica   >50K
## 5278            0            0             40  NorthAmerica  <=50K
## 5279            0            0             40  NorthAmerica  <=50K
## 5280            0            0             43  NorthAmerica  <=50K
## 5281            0            0             40  NorthAmerica  <=50K
## 5282            0            0             55  NorthAmerica  <=50K
## 5283            0            0             40  NorthAmerica   >50K
## 5284            0            0             43  NorthAmerica  <=50K
## 5285            0            0             50  NorthAmerica  <=50K
## 5286            0            0             20  NorthAmerica   >50K
## 5287            0            0             40  CentrAmerica  <=50K
## 5288            0            0             32  NorthAmerica   >50K
## 5289            0            0             60  NorthAmerica  <=50K
## 5290            0            0             40  NorthAmerica  <=50K
## 5291            0            0             55  NorthAmerica   >50K
## 5292            0            0             10  NorthAmerica  <=50K
## 5293            0            0              8  NorthAmerica  <=50K
## 5294            0            0             60  NorthAmerica  <=50K
## 5295            0            0             45  NorthAmerica  <=50K
## 5296         5013            0             40  NorthAmerica  <=50K
## 5297            0            0             40  NorthAmerica  <=50K
## 5298            0            0             40  NorthAmerica  <=50K
## 5299            0         1740             25  NorthAmerica  <=50K
## 5300            0            0             45  NorthAmerica  <=50K
## 5301            0            0             55  NorthAmerica  <=50K
## 5302            0            0             40        Europe   >50K
## 5303            0            0             25  NorthAmerica  <=50K
## 5304            0            0             40  NorthAmerica  <=50K
## 5305            0            0             45  NorthAmerica  <=50K
## 5306            0         2001             60  NorthAmerica  <=50K
## 5307            0            0             55  NorthAmerica  <=50K
## 5308            0            0             25  NorthAmerica  <=50K
## 5309            0            0             20  NorthAmerica  <=50K
## 5310            0         3004             60  CentrAmerica   >50K
## 5311            0            0             40  NorthAmerica  <=50K
## 5312            0            0             40  NorthAmerica   >50K
## 5313            0            0             40  NorthAmerica  <=50K
## 5314            0            0             20  NorthAmerica  <=50K
## 5315            0            0             60  NorthAmerica  <=50K
## 5316            0            0             40  NorthAmerica  <=50K
## 5317            0            0             30  NorthAmerica  <=50K
## 5318            0            0             40  NorthAmerica  <=50K
## 5319            0            0             56  NorthAmerica  <=50K
## 5320            0            0             40  NorthAmerica  <=50K
## 5321            0            0             40  NorthAmerica  <=50K
## 5322            0            0             20  NorthAmerica  <=50K
## 5323            0            0             40  NorthAmerica  <=50K
## 5324            0            0             40  NorthAmerica  <=50K
## 5325            0            0             40  NorthAmerica  <=50K
## 5326            0            0             30  NorthAmerica  <=50K
## 5327            0            0             48  NorthAmerica  <=50K
## 5328            0            0             40  NorthAmerica   >50K
## 5329            0            0             40  NorthAmerica  <=50K
## 5330            0            0             45  NorthAmerica   >50K
## 5331            0            0             40  SouthAmerica  <=50K
## 5332            0            0             40  CentrAmerica  <=50K
## 5333            0            0             25  NorthAmerica  <=50K
## 5334            0            0             40  NorthAmerica  <=50K
## 5335            0            0             40  NorthAmerica  <=50K
## 5336            0            0             40  NorthAmerica  <=50K
## 5337            0            0             40  NorthAmerica  <=50K
## 5338            0            0             50  NorthAmerica   >50K
## 5339            0            0             40  NorthAmerica  <=50K
## 5340            0            0             30  NorthAmerica  <=50K
## 5341            0            0             56  NorthAmerica  <=50K
## 5342            0            0             24  NorthAmerica  <=50K
## 5343         2580            0             40  NorthAmerica  <=50K
## 5344            0            0             40  NorthAmerica  <=50K
## 5345            0            0             40  NorthAmerica  <=50K
## 5346            0            0             53  NorthAmerica  <=50K
## 5347            0            0             40        Europe  <=50K
## 5348            0            0             40  CentrAmerica   >50K
## 5349            0            0             40  NorthAmerica  <=50K
## 5350            0            0             30  NorthAmerica   >50K
## 5351            0            0             30  NorthAmerica  <=50K
## 5352            0            0             45  NorthAmerica   >50K
## 5353            0            0             35  NorthAmerica  <=50K
## 5354            0            0             45  NorthAmerica  <=50K
## 5355            0            0             40  NorthAmerica  <=50K
## 5356            0         2042             40  NorthAmerica  <=50K
## 5357            0            0             40  NorthAmerica  <=50K
## 5358            0            0             20  NorthAmerica  <=50K
## 5359            0            0             48  NorthAmerica   >50K
## 5360            0            0             40  NorthAmerica  <=50K
## 5361            0            0             40  NorthAmerica  <=50K
## 5362            0            0             40  NorthAmerica  <=50K
## 5363            0            0             40  NorthAmerica  <=50K
## 5364            0            0             40  NorthAmerica  <=50K
## 5365            0            0             40  NorthAmerica  <=50K
## 5366            0            0             40  NorthAmerica  <=50K
## 5367            0            0             70  NorthAmerica  <=50K
## 5368            0            0             20  NorthAmerica  <=50K
## 5369            0            0             60  NorthAmerica   >50K
## 5370            0            0             35  NorthAmerica  <=50K
## 5371        20051            0             60  NorthAmerica   >50K
## 5372            0            0             40  NorthAmerica  <=50K
## 5373            0            0             35  NorthAmerica  <=50K
## 5374            0            0             40  NorthAmerica  <=50K
## 5375            0            0             40  CentrAmerica   >50K
## 5376            0            0             40  NorthAmerica  <=50K
## 5377            0            0             99  NorthAmerica  <=50K
## 5378            0            0             40  NorthAmerica   >50K
## 5379            0            0             40  NorthAmerica  <=50K
## 5380            0            0             40  NorthAmerica  <=50K
## 5381            0            0             50  NorthAmerica   >50K
## 5382            0            0             20  NorthAmerica  <=50K
## 5383            0            0             45  NorthAmerica  <=50K
## 5384            0            0             30  NorthAmerica  <=50K
## 5385            0            0             40  NorthAmerica  <=50K
## 5386            0            0             40   USTerritory   >50K
## 5387            0            0             40  NorthAmerica  <=50K
## 5388            0            0             40  NorthAmerica  <=50K
## 5389         7430            0             40        Europe   >50K
## 5390            0            0             12  NorthAmerica  <=50K
## 5391            0            0             21  NorthAmerica  <=50K
## 5392            0            0             55  NorthAmerica  <=50K
## 5393            0            0             25  NorthAmerica  <=50K
## 5394            0         1590             64  NorthAmerica  <=50K
## 5395            0            0             40  NorthAmerica  <=50K
## 5396            0            0             10         EAsia  <=50K
## 5397            0            0             25  NorthAmerica  <=50K
## 5398            0         2231             40  NorthAmerica   >50K
## 5399            0            0             45  NorthAmerica  <=50K
## 5400            0            0             28  NorthAmerica  <=50K
## 5401        15024            0             60  NorthAmerica   >50K
## 5402            0            0             40  CentrAmerica  <=50K
## 5403            0            0             40  NorthAmerica  <=50K
## 5404            0            0             40  NorthAmerica  <=50K
## 5405            0            0             50  NorthAmerica  <=50K
## 5406            0            0             40  NorthAmerica   >50K
## 5407            0            0             50  NorthAmerica   >50K
## 5408            0            0             40  NorthAmerica   >50K
## 5409            0            0             60  NorthAmerica   >50K
## 5410            0            0             33  NorthAmerica  <=50K
## 5411            0         1579             40  NorthAmerica  <=50K
## 5412            0            0             40  NorthAmerica  <=50K
## 5413            0            0             30  NorthAmerica  <=50K
## 5414            0            0             40  NorthAmerica  <=50K
## 5415            0            0             45  NorthAmerica   >50K
## 5416            0            0             40         EAsia  <=50K
## 5417            0            0             30  NorthAmerica  <=50K
## 5418            0         1844             70  NorthAmerica  <=50K
## 5419            0            0             43  NorthAmerica   >50K
## 5420            0         1740             40  NorthAmerica  <=50K
## 5421            0            0             40  NorthAmerica  <=50K
## 5422            0            0             20  NorthAmerica  <=50K
## 5423            0            0             63  NorthAmerica  <=50K
## 5424            0            0             40  NorthAmerica  <=50K
## 5425            0            0             40  SouthAmerica  <=50K
## 5426            0         1977             45  NorthAmerica   >50K
## 5427            0            0             40  NorthAmerica  <=50K
## 5428            0            0             36  NorthAmerica  <=50K
## 5429            0            0             40  NorthAmerica  <=50K
## 5430        13550            0             43  NorthAmerica   >50K
## 5431            0            0             42  NorthAmerica  <=50K
## 5432            0            0             40  NorthAmerica   >50K
## 5433         2354            0             99  NorthAmerica  <=50K
## 5434            0            0             40  NorthAmerica  <=50K
## 5435            0            0             40  NorthAmerica  <=50K
## 5436            0            0             30         EAsia  <=50K
## 5437            0            0             40  NorthAmerica   >50K
## 5438         7688            0             40  NorthAmerica   >50K
## 5439            0            0             45  NorthAmerica  <=50K
## 5440            0            0             40  NorthAmerica  <=50K
## 5441            0            0              4  NorthAmerica  <=50K
## 5442            0            0             45        Europe  <=50K
## 5443            0            0             50  NorthAmerica  <=50K
## 5444            0            0             50  NorthAmerica  <=50K
## 5445            0            0             40  NorthAmerica  <=50K
## 5446            0            0             50  NorthAmerica  <=50K
## 5447            0            0             40  NorthAmerica  <=50K
## 5448            0            0             32  NorthAmerica  <=50K
## 5449            0            0             60  NorthAmerica  <=50K
## 5450            0            0             25  NorthAmerica  <=50K
## 5451            0            0             40  CentrAmerica  <=50K
## 5452            0            0             40  NorthAmerica  <=50K
## 5453            0            0             16  CentrAmerica  <=50K
## 5454            0            0             40  NorthAmerica  <=50K
## 5455            0            0             45  NorthAmerica  <=50K
## 5456            0            0             12  NorthAmerica  <=50K
## 5457            0            0             40  NorthAmerica   >50K
## 5458            0            0             40  NorthAmerica   >50K
## 5459            0            0             40  NorthAmerica   >50K
## 5460            0            0             55  NorthAmerica  <=50K
## 5461            0            0             40  NorthAmerica  <=50K
## 5462            0            0             40  NorthAmerica  <=50K
## 5463         7298            0             55  NorthAmerica   >50K
## 5464            0            0             40  SouthAmerica  <=50K
## 5465         3325            0             45  NorthAmerica  <=50K
## 5466            0            0             60  NorthAmerica  <=50K
## 5467            0            0             40  NorthAmerica  <=50K
## 5468            0            0             40  NorthAmerica  <=50K
## 5469            0            0             80  NorthAmerica  <=50K
## 5470            0            0             40  NorthAmerica  <=50K
## 5471            0            0             40  NorthAmerica  <=50K
## 5472            0            0             35        Europe  <=50K
## 5473            0            0             25  NorthAmerica  <=50K
## 5474        99999            0             65  NorthAmerica   >50K
## 5475            0            0             35  NorthAmerica  <=50K
## 5476            0            0             38  NorthAmerica  <=50K
## 5477            0            0             10  NorthAmerica  <=50K
## 5478            0            0             25  NorthAmerica  <=50K
## 5479            0            0             20  NorthAmerica   >50K
## 5480         7688            0             50  NorthAmerica   >50K
## 5481        15024            0             18  NorthAmerica   >50K
## 5482            0            0             40  NorthAmerica  <=50K
## 5483            0            0             40  NorthAmerica  <=50K
## 5484            0            0             40  NorthAmerica  <=50K
## 5485            0            0             32  NorthAmerica  <=50K
## 5486            0            0             50  NorthAmerica  <=50K
## 5487            0            0             40  NorthAmerica  <=50K
## 5488            0            0             40  NorthAmerica   >50K
## 5489            0            0             45  NorthAmerica   >50K
## 5490            0            0             80  NorthAmerica  <=50K
## 5491            0            0             45  NorthAmerica   >50K
## 5492            0            0             40         EAsia  <=50K
## 5493            0            0             40        Europe  <=50K
## 5494         4416            0             42  NorthAmerica  <=50K
## 5495        15024            0             75  NorthAmerica   >50K
## 5496            0            0             40  NorthAmerica  <=50K
## 5497            0            0             45  NorthAmerica  <=50K
## 5498            0            0             40  NorthAmerica   >50K
## 5499            0            0             40  NorthAmerica  <=50K
## 5500            0            0             35  NorthAmerica  <=50K
## 5501            0            0             50  NorthAmerica  <=50K
## 5502            0            0             40  NorthAmerica  <=50K
## 5503            0            0             40  NorthAmerica  <=50K
## 5504            0            0             40  NorthAmerica  <=50K
## 5505         2977            0             40  NorthAmerica  <=50K
## 5506            0            0             40  NorthAmerica  <=50K
## 5507            0            0             25  NorthAmerica  <=50K
## 5508            0            0             80  NorthAmerica   >50K
## 5509            0            0             10  NorthAmerica  <=50K
## 5510            0            0             35  NorthAmerica  <=50K
## 5511            0            0             35  CentrAmerica  <=50K
## 5512            0            0             16  NorthAmerica  <=50K
## 5513            0            0             25  NorthAmerica  <=50K
## 5514            0            0             40        Europe  <=50K
## 5515            0            0             50  NorthAmerica   >50K
## 5516            0            0             12  NorthAmerica  <=50K
## 5517            0            0             30  NorthAmerica  <=50K
## 5518            0            0             40  NorthAmerica  <=50K
## 5519            0            0             35  NorthAmerica   >50K
## 5520            0            0             40  NorthAmerica  <=50K
## 5521            0            0             40  NorthAmerica  <=50K
## 5522            0            0             72  NorthAmerica   >50K
## 5523            0            0             40  NorthAmerica  <=50K
## 5524            0            0             40  NorthAmerica   >50K
## 5525            0            0             40  NorthAmerica  <=50K
## 5526            0            0             40         EAsia  <=50K
## 5527            0            0             35  NorthAmerica  <=50K
## 5528            0            0             40  NorthAmerica  <=50K
## 5529            0            0             39  NorthAmerica  <=50K
## 5530            0            0             48  NorthAmerica  <=50K
## 5531            0            0             40  NorthAmerica   >50K
## 5532            0            0             48  NorthAmerica  <=50K
## 5533         8614            0             60  NorthAmerica   >50K
## 5534            0            0             30  NorthAmerica  <=50K
## 5535            0            0             75  NorthAmerica  <=50K
## 5536            0            0             40  NorthAmerica  <=50K
## 5537            0            0             30  NorthAmerica  <=50K
## 5538            0            0             60  NorthAmerica   >50K
## 5539         7688            0             38  NorthAmerica   >50K
## 5540            0            0             40  NorthAmerica  <=50K
## 5541            0            0             55  CentrAmerica  <=50K
## 5542            0            0             40  NorthAmerica  <=50K
## 5543            0            0             40  NorthAmerica   >50K
## 5544            0            0             40  NorthAmerica   >50K
## 5545            0            0             56  NorthAmerica  <=50K
## 5546            0            0             40  NorthAmerica  <=50K
## 5547            0            0             60  NorthAmerica  <=50K
## 5548         7298            0             40  NorthAmerica   >50K
## 5549            0            0             30  NorthAmerica  <=50K
## 5550            0            0             45  NorthAmerica  <=50K
## 5551            0            0             40  NorthAmerica  <=50K
## 5552            0            0             40  NorthAmerica  <=50K
## 5553            0            0             40  NorthAmerica  <=50K
## 5554            0            0             20  NorthAmerica  <=50K
## 5555            0            0             50  NorthAmerica  <=50K
## 5556            0            0             40  NorthAmerica   >50K
## 5557            0            0             20  NorthAmerica  <=50K
## 5558            0            0             40  NorthAmerica  <=50K
## 5559            0            0             44  NorthAmerica  <=50K
## 5560            0            0             40  NorthAmerica  <=50K
## 5561            0            0             40         EAsia   >50K
## 5562            0            0             40  NorthAmerica  <=50K
## 5563            0            0             72  NorthAmerica  <=50K
## 5564            0            0             30  NorthAmerica  <=50K
## 5565            0            0             40  NorthAmerica  <=50K
## 5566            0            0             30  NorthAmerica  <=50K
## 5567            0            0             40  NorthAmerica   >50K
## 5568            0            0             44  NorthAmerica  <=50K
## 5569         7688            0             40  NorthAmerica   >50K
## 5570            0            0             40  NorthAmerica  <=50K
## 5571         7298            0             45  NorthAmerica   >50K
## 5572            0            0             40  NorthAmerica  <=50K
## 5573            0            0             40  NorthAmerica  <=50K
## 5574            0            0             40  NorthAmerica  <=50K
## 5575            0            0             50  NorthAmerica   >50K
## 5576            0            0             35  NorthAmerica  <=50K
## 5577            0            0             30  NorthAmerica  <=50K
## 5578            0            0             50  NorthAmerica  <=50K
## 5579            0            0             50  NorthAmerica  <=50K
## 5580            0            0             40  NorthAmerica  <=50K
## 5581            0            0             20  NorthAmerica   >50K
## 5582            0            0             40  NorthAmerica   >50K
## 5583            0            0             70  NorthAmerica   >50K
## 5584            0            0             40  NorthAmerica  <=50K
## 5585            0            0             55  NorthAmerica   >50K
## 5586            0            0             40  NorthAmerica  <=50K
## 5587            0            0             60  NorthAmerica  <=50K
## 5588            0            0             45  NorthAmerica  <=50K
## 5589        99999            0             60  NorthAmerica   >50K
## 5590            0            0             45  NorthAmerica   >50K
## 5591            0            0              1  NorthAmerica  <=50K
## 5592            0            0             48  NorthAmerica  <=50K
## 5593            0         2258             40  SouthAmerica  <=50K
## 5594            0            0             40  NorthAmerica   >50K
## 5595            0            0              3  NorthAmerica  <=50K
## 5596            0            0             45  NorthAmerica   >50K
## 5597            0            0             40  NorthAmerica  <=50K
## 5598         2597            0             40  NorthAmerica  <=50K
## 5599            0            0             45  NorthAmerica  <=50K
## 5600            0            0             50  NorthAmerica   >50K
## 5601            0            0             45  NorthAmerica   >50K
## 5602            0            0             55  NorthAmerica   >50K
## 5603            0         1902             43  NorthAmerica   >50K
## 5604            0            0             24  NorthAmerica  <=50K
## 5605            0            0             40         EAsia  <=50K
## 5606            0            0             35  NorthAmerica  <=50K
## 5607            0            0             40  NorthAmerica   >50K
## 5608            0            0             40  NorthAmerica  <=50K
## 5609            0            0             75  NorthAmerica  <=50K
## 5610            0            0             40  NorthAmerica  <=50K
## 5611            0            0             48  NorthAmerica   >50K
## 5612            0            0             38  NorthAmerica   >50K
## 5613            0            0             50  NorthAmerica   >50K
## 5614            0            0             25  NorthAmerica  <=50K
## 5615            0            0             50  NorthAmerica   >50K
## 5616            0            0             40  NorthAmerica  <=50K
## 5617            0            0             25  NorthAmerica  <=50K
## 5618            0            0             40        Europe  <=50K
## 5619            0            0             45  NorthAmerica  <=50K
## 5620            0            0             25        Europe  <=50K
## 5621            0            0             50  NorthAmerica   >50K
## 5622         2174            0             60  NorthAmerica  <=50K
## 5623            0            0             36  NorthAmerica  <=50K
## 5624            0            0             40  NorthAmerica  <=50K
## 5625            0            0             46  NorthAmerica   >50K
## 5626            0            0             40  NorthAmerica   >50K
## 5627            0            0             40  NorthAmerica  <=50K
## 5628            0            0             40  NorthAmerica  <=50K
## 5629            0            0             50  NorthAmerica   >50K
## 5630            0            0             40         SAsia  <=50K
## 5631            0            0             40  NorthAmerica  <=50K
## 5632            0            0             40  NorthAmerica  <=50K
## 5633            0            0              1  NorthAmerica  <=50K
## 5634            0            0             40  NorthAmerica  <=50K
## 5635            0            0             50  NorthAmerica   >50K
## 5636            0            0             20  NorthAmerica  <=50K
## 5637            0            0             40   USTerritory  <=50K
## 5638            0            0             30  NorthAmerica  <=50K
## 5639            0            0             40  NorthAmerica  <=50K
## 5640            0            0             60  NorthAmerica   >50K
## 5641            0            0             40  NorthAmerica  <=50K
## 5642            0            0             30  NorthAmerica  <=50K
## 5643            0            0             15  NorthAmerica  <=50K
## 5644            0            0             50  NorthAmerica   >50K
## 5645            0            0             38  NorthAmerica  <=50K
## 5646            0            0             34  NorthAmerica  <=50K
## 5647            0            0             40  NorthAmerica  <=50K
## 5648            0            0             38  CentrAmerica  <=50K
## 5649            0            0             50  NorthAmerica  <=50K
## 5650            0            0             50  NorthAmerica   >50K
## 5651            0            0             48  NorthAmerica  <=50K
## 5652         8614            0             39  NorthAmerica   >50K
## 5653            0            0             40  NorthAmerica  <=50K
## 5654            0            0             40  NorthAmerica  <=50K
## 5655            0            0             40  NorthAmerica  <=50K
## 5656            0            0             33  NorthAmerica  <=50K
## 5657            0            0             27  NorthAmerica  <=50K
## 5658            0            0             41  NorthAmerica   >50K
## 5659            0         1902             40  NorthAmerica   >50K
## 5660            0            0             40  NorthAmerica  <=50K
## 5661            0            0             40  NorthAmerica   >50K
## 5662            0         1602             32  NorthAmerica  <=50K
## 5663            0            0             40  NorthAmerica  <=50K
## 5664            0            0             40  CentrAmerica   >50K
## 5665            0            0             35   USTerritory  <=50K
## 5666            0            0             40  NorthAmerica  <=50K
## 5667            0            0             50  NorthAmerica   >50K
## 5668            0            0             40  NorthAmerica  <=50K
## 5669            0            0             40  NorthAmerica   >50K
## 5670            0         1848             50  NorthAmerica   >50K
## 5671            0            0             50  NorthAmerica  <=50K
## 5672            0            0             16  NorthAmerica  <=50K
## 5673            0            0             50  NorthAmerica   >50K
## 5674            0            0             40  NorthAmerica  <=50K
## 5675            0            0             44  NorthAmerica   >50K
## 5676            0            0             40  NorthAmerica  <=50K
## 5677            0            0             30  NorthAmerica  <=50K
## 5678            0            0             44  NorthAmerica  <=50K
## 5679            0            0             40  NorthAmerica  <=50K
## 5680            0            0             10  NorthAmerica  <=50K
## 5681            0            0             35  NorthAmerica  <=50K
## 5682            0            0             40  NorthAmerica  <=50K
## 5683            0            0             80  NorthAmerica   >50K
## 5684            0            0             30  CentrAmerica  <=50K
## 5685            0            0             40  NorthAmerica  <=50K
## 5686         7298            0             60  NorthAmerica   >50K
## 5687            0          810             38  NorthAmerica  <=50K
## 5688         3432            0             30  NorthAmerica  <=50K
## 5689            0            0             40  NorthAmerica   >50K
## 5690            0            0             40  NorthAmerica  <=50K
## 5691            0            0             40  NorthAmerica  <=50K
## 5692            0            0             40  NorthAmerica  <=50K
## 5693            0            0             35  NorthAmerica  <=50K
## 5694            0            0             37  NorthAmerica  <=50K
## 5695            0            0             40  NorthAmerica   >50K
## 5696            0            0             60  NorthAmerica  <=50K
## 5697        15024            0             56  NorthAmerica   >50K
## 5698            0            0             20  NorthAmerica  <=50K
## 5699            0            0             40         EAsia  <=50K
## 5700            0            0             40  NorthAmerica  <=50K
## 5701            0            0             48  NorthAmerica  <=50K
## 5702         2885            0             45  NorthAmerica  <=50K
## 5703            0            0             40  NorthAmerica   >50K
## 5704        15024            0             50  NorthAmerica   >50K
## 5705            0            0             40  NorthAmerica  <=50K
## 5706            0            0             50        Europe  <=50K
## 5707            0            0             50  NorthAmerica  <=50K
## 5708            0            0             35  NorthAmerica  <=50K
## 5709            0            0             30  NorthAmerica   >50K
## 5710            0            0             72  CentrAmerica   >50K
## 5711            0            0             46  NorthAmerica   >50K
## 5712            0            0             40  NorthAmerica   >50K
## 5713            0            0             40  NorthAmerica   >50K
## 5714            0         2824             45  NorthAmerica   >50K
## 5715            0            0             40  NorthAmerica  <=50K
## 5716            0            0             40  NorthAmerica  <=50K
## 5717            0            0             50  CentrAmerica  <=50K
## 5718            0            0             45  NorthAmerica   >50K
## 5719            0            0             65  NorthAmerica  <=50K
## 5720            0            0             30  NorthAmerica  <=50K
## 5721            0            0             40        Europe  <=50K
## 5722            0            0             40  NorthAmerica  <=50K
## 5723            0            0             40  NorthAmerica  <=50K
## 5724            0            0             40  NorthAmerica  <=50K
## 5725            0            0             12  NorthAmerica  <=50K
## 5726            0            0             40  NorthAmerica  <=50K
## 5727            0            0             40  NorthAmerica  <=50K
## 5728        14344            0             48  NorthAmerica   >50K
## 5729            0            0             40  NorthAmerica   >50K
## 5730            0            0             45  NorthAmerica  <=50K
## 5731            0            0             44  NorthAmerica  <=50K
## 5732            0            0             60  NorthAmerica  <=50K
## 5733            0            0             10  NorthAmerica  <=50K
## 5734            0            0             60  NorthAmerica  <=50K
## 5735            0            0             40        Europe  <=50K
## 5736            0            0             25  NorthAmerica  <=50K
## 5737            0            0             45  NorthAmerica  <=50K
## 5738            0            0             40  NorthAmerica  <=50K
## 5739            0            0             40  NorthAmerica  <=50K
## 5740            0            0             40  NorthAmerica  <=50K
## 5741            0            0             55  NorthAmerica  <=50K
## 5742            0            0             40   USTerritory  <=50K
## 5743            0            0             40  NorthAmerica  <=50K
## 5744            0            0             40  NorthAmerica  <=50K
## 5745            0            0             50  NorthAmerica  <=50K
## 5746            0            0             48  NorthAmerica  <=50K
## 5747            0            0             32  NorthAmerica  <=50K
## 5748         7688            0             40  NorthAmerica   >50K
## 5749            0            0             60  NorthAmerica   >50K
## 5750            0            0             40  NorthAmerica  <=50K
## 5751            0            0             40  NorthAmerica   >50K
## 5752         2228            0             37  NorthAmerica  <=50K
## 5753            0            0             50  NorthAmerica  <=50K
## 5754            0            0             25  NorthAmerica  <=50K
## 5755            0            0             45  NorthAmerica   >50K
## 5756            0            0             40  NorthAmerica   >50K
## 5757         3103            0             55  NorthAmerica   >50K
## 5758            0            0             40  NorthAmerica   >50K
## 5759            0            0             40  NorthAmerica  <=50K
## 5760            0            0             36  NorthAmerica  <=50K
## 5761            0            0             40  NorthAmerica  <=50K
## 5762            0            0             40  NorthAmerica  <=50K
## 5763            0            0             40  NorthAmerica  <=50K
## 5764            0            0             30  NorthAmerica  <=50K
## 5765            0         1977             50  NorthAmerica   >50K
## 5766         4064            0             22  NorthAmerica  <=50K
## 5767            0            0              1  NorthAmerica  <=50K
## 5768            0            0             40  NorthAmerica   >50K
## 5769            0            0             40  NorthAmerica  <=50K
## 5770            0            0             50  NorthAmerica  <=50K
## 5771            0            0             40  NorthAmerica  <=50K
## 5772            0            0             40         EAsia   >50K
## 5773            0            0             40  NorthAmerica  <=50K
## 5774            0            0             40  NorthAmerica  <=50K
## 5775            0            0             40  NorthAmerica  <=50K
## 5776            0            0             40  NorthAmerica  <=50K
## 5777            0            0             40  NorthAmerica  <=50K
## 5778            0         2051             40  NorthAmerica  <=50K
## 5779            0            0             20  NorthAmerica  <=50K
## 5780            0            0             40  NorthAmerica  <=50K
## 5781            0            0             15  NorthAmerica  <=50K
## 5782            0            0             20  NorthAmerica  <=50K
## 5783            0            0             40  NorthAmerica  <=50K
## 5784            0            0             40  NorthAmerica  <=50K
## 5785            0            0             40  NorthAmerica  <=50K
## 5786            0            0             45  NorthAmerica  <=50K
## 5787            0            0             42         EAsia  <=50K
## 5788            0            0             40        Europe  <=50K
## 5789            0            0             40  NorthAmerica  <=50K
## 5790            0            0             40  NorthAmerica  <=50K
## 5791            0            0             40  NorthAmerica  <=50K
## 5792            0            0             40  NorthAmerica   >50K
## 5793        15024            0             55  NorthAmerica   >50K
## 5794            0            0             40  NorthAmerica   >50K
## 5795            0            0             40  NorthAmerica   >50K
## 5796            0            0             40  NorthAmerica  <=50K
## 5797            0            0             45        Europe   >50K
## 5798            0            0             40  NorthAmerica  <=50K
## 5799            0            0             60  NorthAmerica   >50K
## 5800            0            0             20  NorthAmerica  <=50K
## 5801            0            0             40  NorthAmerica  <=50K
## 5802            0            0             40  NorthAmerica  <=50K
## 5803            0            0             45  NorthAmerica  <=50K
## 5804            0            0             40  NorthAmerica  <=50K
## 5805            0            0             35  NorthAmerica  <=50K
## 5806            0            0             10  NorthAmerica  <=50K
## 5807            0            0             50  NorthAmerica  <=50K
## 5808            0            0             18  NorthAmerica  <=50K
## 5809            0            0              1  NorthAmerica  <=50K
## 5810            0            0             40  NorthAmerica  <=50K
## 5811            0            0             40  NorthAmerica  <=50K
## 5812            0            0             43  NorthAmerica  <=50K
## 5813            0            0             20  CentrAmerica  <=50K
## 5814            0            0             40  NorthAmerica   >50K
## 5815            0            0             45  NorthAmerica  <=50K
## 5816            0            0             60  NorthAmerica  <=50K
## 5817            0            0             45  NorthAmerica  <=50K
## 5818            0            0             40  NorthAmerica   >50K
## 5819            0            0             48  NorthAmerica  <=50K
## 5820            0            0             45  NorthAmerica  <=50K
## 5821            0            0             60  NorthAmerica  <=50K
## 5822            0            0             40  NorthAmerica   >50K
## 5823        15024            0             50  NorthAmerica   >50K
## 5824            0            0             70  CentrAmerica  <=50K
## 5825            0            0             40  NorthAmerica  <=50K
## 5826            0            0             70  NorthAmerica  <=50K
## 5827            0            0             40  NorthAmerica  <=50K
## 5828            0            0             40  NorthAmerica  <=50K
## 5829            0            0             12  NorthAmerica  <=50K
## 5830            0            0             16  NorthAmerica  <=50K
## 5831            0            0             40  NorthAmerica  <=50K
## 5832            0            0             35  NorthAmerica   >50K
## 5833            0            0             15  NorthAmerica  <=50K
## 5834            0            0             40  NorthAmerica  <=50K
## 5835            0            0             38  CentrAmerica  <=50K
## 5836            0            0             55  NorthAmerica  <=50K
## 5837            0            0             38  NorthAmerica   >50K
## 5838            0            0             40  NorthAmerica  <=50K
## 5839            0            0             30  NorthAmerica  <=50K
## 5840            0            0             60        Europe   >50K
## 5841            0            0             24  NorthAmerica  <=50K
## 5842            0            0             60  CentrAmerica  <=50K
## 5843            0            0             40  CentrAmerica  <=50K
## 5844            0            0              6  NorthAmerica  <=50K
## 5845            0            0             40  NorthAmerica  <=50K
## 5846            0            0             50  NorthAmerica  <=50K
## 5847            0            0             36  NorthAmerica  <=50K
## 5848         2174            0             40  NorthAmerica  <=50K
## 5849            0            0              8  NorthAmerica   >50K
## 5850            0         1602             24  NorthAmerica  <=50K
## 5851            0            0             11  NorthAmerica  <=50K
## 5852            0            0             40  NorthAmerica  <=50K
## 5853            0            0             25  NorthAmerica  <=50K
## 5854            0            0             20  NorthAmerica  <=50K
## 5855            0            0             40  CentrAmerica  <=50K
## 5856            0            0             40  NorthAmerica  <=50K
## 5857         5013            0             40  NorthAmerica  <=50K
## 5858            0            0             40  NorthAmerica   >50K
## 5859            0            0             40  NorthAmerica  <=50K
## 5860            0            0             40  NorthAmerica  <=50K
## 5861            0            0             40  NorthAmerica  <=50K
## 5862            0            0             30  NorthAmerica  <=50K
## 5863            0            0             50  NorthAmerica  <=50K
## 5864            0            0             35  NorthAmerica  <=50K
## 5865         3325            0             53  NorthAmerica  <=50K
## 5866            0            0             40  NorthAmerica  <=50K
## 5867            0            0             60  NorthAmerica  <=50K
## 5868            0            0             60  NorthAmerica   >50K
## 5869            0            0             20  NorthAmerica  <=50K
## 5870            0            0             50  NorthAmerica  <=50K
## 5871            0            0             50  CentrAmerica  <=50K
## 5872            0            0             38  NorthAmerica   >50K
## 5873            0            0             40  NorthAmerica  <=50K
## 5874            0            0             40  NorthAmerica  <=50K
## 5875         2907            0             40  NorthAmerica  <=50K
## 5876         3103            0             40  NorthAmerica   >50K
## 5877        10520            0             45  NorthAmerica   >50K
## 5878            0            0             85  NorthAmerica  <=50K
## 5879            0            0             30  NorthAmerica  <=50K
## 5880            0            0             40  NorthAmerica  <=50K
## 5881            0            0             45  NorthAmerica  <=50K
## 5882            0            0             40  NorthAmerica  <=50K
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## 5707             46-60    21-35
## 5708             31-45    36-50
## 5709             16-30    36-50
## 5710             61-75    36-50
## 5711             46-60    36-50
## 5712             31-45    36-50
## 5713             31-45    36-50
## 5714             31-45    36-50
## 5715             31-45    36-50
## 5716             31-45     1-20
## 5717             46-60     1-20
## 5718             31-45    21-35
## 5719             61-75    36-50
## 5720             16-30    36-50
## 5721             31-45    21-35
## 5722             31-45    36-50
## 5723             31-45    21-35
## 5724             31-45    21-35
## 5725              1-15    21-35
## 5726             31-45    21-35
## 5727             31-45    21-35
## 5728             46-60    36-50
## 5729             31-45    36-50
## 5730             31-45    36-50
## 5731             31-45    21-35
## 5732             46-60    36-50
## 5733              1-15    21-35
## 5734             46-60    21-35
## 5735             31-45    36-50
## 5736             16-30    21-35
## 5737             31-45    21-35
## 5738             31-45    21-35
## 5739             31-45    21-35
## 5740             31-45    21-35
## 5741             46-60    21-35
## 5742             31-45    36-50
## 5743             31-45    36-50
## 5744             31-45    51-65
## 5745             46-60    21-35
## 5746             46-60    21-35
## 5747             31-45    21-35
## 5748             31-45    51-65
## 5749             46-60    36-50
## 5750             31-45    51-65
## 5751             31-45    36-50
## 5752             31-45    51-65
## 5753             46-60    21-35
## 5754             16-30    36-50
## 5755             31-45    36-50
## 5756             31-45    51-65
## 5757             46-60    51-65
## 5758             31-45    51-65
## 5759             31-45    21-35
## 5760             31-45    36-50
## 5761             31-45    21-35
## 5762             31-45    36-50
## 5763             31-45    36-50
## 5764             16-30    21-35
## 5765             46-60    51-65
## 5766             16-30    21-35
## 5767              1-15    51-65
## 5768             31-45    51-65
## 5769             31-45    36-50
## 5770             46-60    36-50
## 5771             31-45    21-35
## 5772             31-45    36-50
## 5773             31-45    36-50
## 5774             31-45    51-65
## 5775             31-45    51-65
## 5776             31-45    36-50
## 5777             31-45    21-35
## 5778             31-45    21-35
## 5779             16-30     1-20
## 5780             31-45    21-35
## 5781              1-15    36-50
## 5782             16-30    21-35
## 5783             31-45    21-35
## 5784             31-45    21-35
## 5785             31-45    21-35
## 5786             31-45    21-35
## 5787             31-45    36-50
## 5788             31-45    51-65
## 5789             31-45    21-35
## 5790             31-45    51-65
## 5791             31-45    36-50
## 5792             31-45    36-50
## 5793             46-60    36-50
## 5794             31-45    36-50
## 5795             31-45    51-65
## 5796             31-45    36-50
## 5797             31-45    36-50
## 5798             31-45    21-35
## 5799             46-60    36-50
## 5800             16-30    21-35
## 5801             31-45     1-20
## 5802             31-45    21-35
## 5803             31-45    36-50
## 5804             31-45    21-35
## 5805             31-45    21-35
## 5806              1-15    21-35
## 5807             46-60    36-50
## 5808             16-30     1-20
## 5809              1-15   76-100
## 5810             31-45    36-50
## 5811             31-45    21-35
## 5812             31-45    21-35
## 5813             16-30    36-50
## 5814             31-45    51-65
## 5815             31-45    21-35
## 5816             46-60    36-50
## 5817             31-45    21-35
## 5818             31-45    36-50
## 5819             46-60    36-50
## 5820             31-45    36-50
## 5821             46-60    36-50
## 5822             31-45    51-65
## 5823             46-60    36-50
## 5824             61-75    36-50
## 5825             31-45    66-75
## 5826             61-75    36-50
## 5827             31-45    21-35
## 5828             31-45    51-65
## 5829              1-15     1-20
## 5830             16-30     1-20
## 5831             31-45    51-65
## 5832             31-45    36-50
## 5833              1-15   76-100
## 5834             31-45    21-35
## 5835             31-45    51-65
## 5836             46-60    36-50
## 5837             31-45    36-50
## 5838             31-45    21-35
## 5839             16-30     1-20
## 5840             46-60    36-50
## 5841             16-30    21-35
## 5842             46-60    51-65
## 5843             31-45    21-35
## 5844              1-15     1-20
## 5845             31-45    21-35
## 5846             46-60    36-50
## 5847             31-45    21-35
## 5848             31-45    36-50
## 5849              1-15    66-75
## 5850             16-30     1-20
## 5851              1-15     1-20
## 5852             31-45    36-50
## 5853             16-30    21-35
## 5854             16-30    21-35
## 5855             31-45    36-50
## 5856             31-45    66-75
## 5857             31-45    36-50
## 5858             31-45    21-35
## 5859             31-45    21-35
## 5860             31-45    21-35
## 5861             31-45    21-35
## 5862             16-30    66-75
## 5863             46-60    66-75
## 5864             31-45    51-65
## 5865             46-60    36-50
## 5866             31-45    21-35
## 5867             46-60    51-65
## 5868             46-60    21-35
## 5869             16-30    21-35
## 5870             46-60    51-65
## 5871             46-60    51-65
## 5872             31-45    21-35
## 5873             31-45    36-50
## 5874             31-45    21-35
## 5875             31-45    51-65
## 5876             31-45    36-50
## 5877             31-45    36-50
## 5878            76-100    36-50
## 5879             16-30    21-35
## 5880             31-45     1-20
## 5881             31-45    21-35
## 5882             31-45    51-65
##  [ reached 'max' / getOption("max.print") -- omitted 26680 rows ]
adult_dum <- adult
# one-hot-encode income
adult_dum$income <- ifelse(adult_dum$income == "<=50K", 0, 1)

# Loop through columns
for (col in names(adult_dum)) {
  if (is.factor(adult_dum[[col]])) { # Check if column is a factor
    levels <- levels(adult_dum[[col]]) # Get levels of the factor
    adult_dum[[col]] <- as.numeric(factor(adult_dum[[col]], levels = levels)) # Convert factor to numeric based on levels
    names(adult_dum)[names(adult_dum) == col] <- paste0(col, "_num") # Rename the column
  }
}

adult_dum
##      age workclass_num similar_pop_count education_level_num years_education
## 1     39             8             77516                   8              13
## 2     50             7             83311                   8              13
## 3     38             5            215646                   2               9
## 4     53             5            234721                   2               7
## 5     28             5            338409                   8              13
## 6     37             5            284582                   3              14
## 7     49             5            160187                   2               5
## 8     52             7            209642                   2               9
## 9     31             5             45781                   3              14
## 10    42             5            159449                   8              13
## 11    37             5            280464                   1              10
## 12    30             8            141297                   8              13
## 13    23             5            122272                   8              13
## 14    32             5            205019                   1              12
## 15    40             5            121772                   1              11
## 16    34             5            245487                   7               4
## 17    25             7            176756                   2               9
## 18    32             5            186824                   2               9
## 19    38             5             28887                   2               7
## 20    43             7            292175                   3              14
## 21    40             5            193524                   5              16
## 22    54             5            302146                   2               9
## 23    35             2             76845                   2               5
## 24    43             5            117037                   2               7
## 25    59             5            109015                   2               9
## 26    56             3            216851                   8              13
## 27    19             5            168294                   2               9
## 28    54             1            180211                   1              10
## 29    39             5            367260                   2               9
## 30    49             5            193366                   2               9
## 31    23             3            190709                   1              12
## 32    20             5            266015                   1              10
## 33    45             5            386940                   8              13
## 34    30             2             59951                   1              10
## 35    22             8            311512                   1              10
## 36    48             5            242406                   2               7
## 37    21             5            197200                   1              10
## 38    19             5            544091                   2               9
## 39    31             5             84154                   1              10
## 40    48             7            265477                   1              12
## 41    31             5            507875                   2               5
## 42    53             7             88506                   8              13
## 43    24             5            172987                   8              13
## 44    49             5             94638                   2               9
## 45    25             5            289980                   2               9
## 46    57             2            337895                   8              13
## 47    53             5            144361                   2               9
## 48    44             5            128354                   3              14
## 49    41             8            101603                   1              11
## 50    29             5            271466                   1              11
## 51    25             5             32275                   1              10
## 52    18             5            226956                   2               9
## 53    47             5             51835                   8              15
## 54    50             2            251585                   8              13
## 55    47             6            109832                   2               9
## 56    43             5            237993                   1              10
## 57    46             5            216666                   6               3
## 58    35             5             56352                   1              11
## 59    41             5            147372                   2               9
## 60    30             5            188146                   2               9
## 61    30             5             59496                   8              13
## 62    32             1            293936                   7               4
## 63    48             5            149640                   2               9
## 64    42             5            116632                   5              16
## 65    29             5            105598                   1              10
## 66    36             5            155537                   2               9
## 67    28             5            183175                   1              10
## 68    53             5            169846                   2               9
## 69    49             6            191681                   1              10
## 70    25             1            200681                   1              10
## 71    19             5            101509                   1              10
## 72    31             5            309974                   8              13
## 73    29             7            162298                   8              13
## 74    23             5            211678                   1              10
## 75    79             5            124744                   1              10
## 76    27             5            213921                   2               9
## 77    40             5             32214                   1              12
## 78    67             1            212759                   2               6
## 79    18             5            309634                   2               7
## 80    31             3            125927                   7               4
## 81    18             5            446839                   2               9
## 82    52             5            276515                   8              13
## 83    46             5             51618                   2               9
## 84    59             5            159937                   2               9
## 85    44             5            343591                   2               9
## 86    53             5            346253                   2               9
## 87    49             3            268234                   2               9
## 88    33             5            202051                   3              14
## 89    30             5             54334                   2               5
## 90    43             2            410867                   5              16
## 91    57             5            249977                   1              11
## 92    37             5            286730                   1              10
## 93    28             5            212563                   1              10
## 94    30             5            117747                   2               9
## 95    34             3            226296                   8              13
## 96    29             3            115585                   1              10
## 97    48             7            191277                   5              16
## 98    37             5            202683                   1              10
## 99    48             5            171095                   1              12
## 100   32             2            249409                   2               9
## 101   76             5            124191                   3              14
## 102   44             5            198282                   8              13
## 103   47             7            149116                   3              14
## 104   20             5            188300                   1              10
## 105   29             5            103432                   2               9
## 106   32             6            317660                   2               9
## 107   17             1            304873                   2               6
## 108   30             5            194901                   2               7
## 109   31             3            189265                   2               9
## 110   42             5            124692                   2               9
## 111   24             5            432376                   8              13
## 112   38             5             65324                   8              15
## 113   56             7            335605                   2               9
## 114   28             5            377869                   1              10
## 115   36             5            102864                   2               9
## 116   53             5             95647                   2               5
## 117   56             6            303090                   1              10
## 118   49             3            197371                   1              11
## 119   55             5            247552                   1              10
## 120   22             5            102632                   2               9
## 121   21             5            199915                   1              10
## 122   40             5            118853                   8              13
## 123   30             5             77143                   8              13
## 124   29             8            267989                   8              13
## 125   19             5            301606                   1              10
## 126   47             5            287828                   8              13
## 127   20             5            111697                   1              10
## 128   31             5            114937                   1              12
## 129   35             1            129305                   2               9
## 130   39             5            365739                   1              10
## 131   28             5             69621                   1              12
## 132   24             5             43323                   2               9
## 133   38             7            120985                   2               9
## 134   37             5            254202                   8              13
## 135   46             5            146195                   1              12
## 136   38             2            125933                   3              14
## 137   43             7             56920                   2               9
## 138   27             5            163127                   1              11
## 139   20             5             34310                   1              10
## 140   49             5             81973                   1              10
## 141   61             6             66614                   2               9
## 142   27             5            232782                   1              10
## 143   19             5            316868                   1              10
## 144   45             5            196584                   1              11
## 145   70             5            105376                   1              10
## 146   31             5            185814                   2               9
## 147   22             5            175374                   1              10
## 148   36             5            108293                   2               9
## 149   64             5            181232                   2               7
## 150   43             1            174662                   1              10
## 151   47             3            186009                   1              10
## 152   34             5            198183                   2               9
## 153   33             5            163003                   8              13
## 154   21             5            296158                   2               9
## 155   52             1            252903                   2               9
## 156   48             5            187715                   2               9
## 157   23             5            214542                   8              13
## 158   71             7            494223                   1              10
## 159   29             5            191535                   2               9
## 160   42             5            228456                   8              13
## 161   68             1             38317                   6               2
## 162   25             5            252752                   2               9
## 163   44             6             78374                   3              14
## 164   28             5             88419                   2               9
## 165   45             7            201080                   3              14
## 166   36             5            207157                   1              10
## 167   39             2            235485                   1              12
## 168   46             8            102628                   3              14
## 169   18             5             25828                   2               7
## 170   66             3             54826                   1              11
## 171   27             5            124953                   2               9
## 172   28             8            175325                   2               9
## 173   51             5             96062                   1              10
## 174   27             5            428030                   8              13
## 175   28             8            149624                   8              13
## 176   27             5            253814                   2               9
## 177   21             5            312956                   2               9
## 178   34             5            483777                   2               9
## 179   18             5            183930                   2               9
## 180   33             5             37274                   8              13
## 181   44             3            181344                   1              10
## 182   43             5            114580                   1              10
## 183   30             5            633742                   1              10
## 184   40             5            286370                   7               4
## 185   37             2             29054                   1              10
## 186   34             5            304030                   2               9
## 187   41             7            143129                   8              13
## 188   53             1            135105                   8              13
## 189   31             5             99928                   3              14
## 190   58             8            109567                   5              16
## 191   38             5            155222                   1              10
## 192   24             5            159567                   1              10
## 193   41             3            523910                   8              13
## 194   47             5            120939                   1              10
## 195   41             2            130760                   8              13
## 196   23             5            197387                   6               3
## 197   36             5             99374                   1              10
## 198   40             2             56795                   3              14
## 199   35             5            138992                   3              14
## 200   24             7             32921                   2               9
## 201   26             5            397317                   3              14
## 202   19             1            170653                   2               9
## 203   51             5            259323                   8              13
## 204   42             3            254817                   1              10
## 205   37             8             48211                   2               9
## 206   18             5            140164                   2               7
## 207   36             5            128757                   8              13
## 208   35             5             36270                   2               9
## 209   58             6            210563                   2               9
## 210   17             5             65368                   2               7
## 211   44             3            160943                   2               9
## 212   37             5            208358                   2               9
## 213   35             5            153790                   1              10
## 214   60             5             85815                   2               9
## 215   54             6            125417                   7               4
## 216   37             5            635913                   8              13
## 217   50             5            313321                   1              12
## 218   38             5            182609                   8              13
## 219   45             5            109434                   8              13
## 220   25             5            255004                   2               6
## 221   31             5            197860                   1              10
## 222   64             1            187656                   6               2
## 223   90             5             51744                   2               9
## 224   54             5            176681                   2               9
## 225   53             3            140359                   4               1
## 226   18             5            243313                   2               9
## 227   60             1             24215                   2               6
## 228   66             7            167687                   2               9
## 229   75             5            314209                   1              11
## 230   65             5            176796                   2               9
## 231   35             5            538583                   2               7
## 232   41             5            130408                   2               9
## 233   25             5            159732                   1              10
## 234   33             5            110978                   1              10
## 235   28             5             76714                   8              15
## 236   59             8            268700                   2               9
## 237   40             8            170525                   1              10
## 238   41             5            180138                   8              13
## 239   38             3            115076                   3              14
## 240   23             5            115458                   2               9
## 241   40             5            347890                   8              13
## 242   41             7            196001                   2               9
## 243   24             8            273905                   1              12
## 244   20             1            119156                   1              10
## 245   38             5            179488                   1              10
## 246   56             5            203580                   2               9
## 247   58             5            236596                   2               9
## 248   32             5            183916                   2               9
## 249   40             5            207578                   1              12
## 250   45             5            153141                   2               9
## 251   41             5            112763                   8              15
## 252   42             5            390781                   8              13
## 253   59             3            171328                   2               6
## 254   19             3             27382                   1              10
## 255   58             5            259014                   1              10
## 256   42             7            303044                   2               9
## 257   20             5            117789                   2               9
## 258   32             5            172579                   2               9
## 259   45             5            187666                   1              11
## 260   50             5            204518                   7               4
## 261   36             5            150042                   8              13
## 262   45             5             98092                   2               9
## 263   17             5            245918                   2               7
## 264   59             5            146013                   1              10
## 265   26             5            378322                   2               7
## 266   37             6            257295                   1              10
## 267   19             1            218956                   1              10
## 268   64             5             21174                   2               9
## 269   33             5            185480                   8              13
## 270   33             5            222205                   2               9
## 271   61             5             69867                   2               9
## 272   17             5            191260                   2               5
## 273   50             7             30653                   3              14
## 274   27             3            209109                   3              14
## 275   30             5             70377                   2               9
## 276   43             5            477983                   2               9
## 277   44             5            170924                   1              10
## 278   35             5            190174                   1              10
## 279   25             5            193787                   1              10
## 280   24             5            279472                   1              10
## 281   22             5             34918                   8              13
## 282   42             3             97688                   1              10
## 283   34             5            175413                   1              12
## 284   60             5            173960                   8              13
## 285   21             5            205759                   2               9
## 286   57             2            425161                   3              14
## 287   41             5            220531                   8              15
## 288   50             5            176609                   1              10
## 289   25             5            371987                   8              13
## 290   50             5            193884                   7               4
## 291   36             5            200352                   8              13
## 292   31             5            127595                   2               9
## 293   29             3            220419                   8              13
## 294   21             5            231931                   1              10
## 295   27             5            248402                   8              13
## 296   65             5            111095                   2               9
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## 298   39             1            157443                   3              14
## 299   24             5            278130                   2               9
## 300   38             5            169469                   2               9
## 301   48             5            146268                   8              13
## 302   21             5            153718                   1              10
## 303   31             5            217460                   2               9
## 304   55             5            238638                   2               9
## 305   24             5            303296                   1              10
## 306   43             5            173321                   2               9
## 307   26             5            193945                   1              12
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## 309   35             5            193815                   1              12
## 310   41             6             34987                   1              10
## 311   26             5             59306                   8              13
## 312   34             5            142897                   3              14
## 313   19             1            860348                   1              10
## 314   36             7            205607                   8              13
## 315   22             5            199698                   1              10
## 316   24             5            191954                   1              10
## 317   77             7            138714                   1              10
## 318   22             5            399087                   6               3
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## 320   62             5            159841                   2               9
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## 323   35             5            186110                   2               9
## 324   29             5            200381                   2               7
## 325   76             7            174309                   3              14
## 326   63             7             78383                   2               9
## 327   23             1            211601                   1              11
## 328   43             5            187728                   1              10
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## 330   66             5            127921                   2               9
## 331   41             5            206565                   1              10
## 332   26             5            224563                   8              13
## 333   47             5            178686                   1              11
## 334   55             3             98545                   2               6
## 335   53             5            242606                   2               9
## 336   17             5            270942                   6               3
## 337   30             5             94235                   2               9
## 338   49             5             71195                   3              14
## 339   19             5            104112                   2               9
## 340   45             5            261192                   2               9
## 341   26             5             94936                   1              12
## 342   38             5            296478                   1              11
## 343   36             8            119272                   2               9
## 344   33             5             85043                   2               9
## 345   22             8            293364                   1              10
## 346   43             7            241895                   8              13
## 347   67             1             36135                   2               7
## 348   30             1            151989                   1              11
## 349   56             5            101128                   1              12
## 350   31             5            156464                   8              13
## 351   33             5            117963                   8              13
## 352   26             5            192262                   2               9
## 353   33             5            111363                   8              13
## 354   46             3            329752                   2               7
## 355   59             1            372020                   8              13
## 356   38             2             95432                   2               9
## 357   65             5            161400                   2               7
## 358   40             5             96129                   1              11
## 359   42             5            111949                   2               9
## 360   26             7            117125                   2               5
## 361   36             5            348022                   2               6
## 362   62             5            270092                   3              14
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## 5836  37             7            121510                   2               9
## 5837  41             5             93793                   3              14
## 5838  30             5            133602                   8              13
## 5839  19             5            391329                   1              10
## 5840  48             5             96359                   8              13
## 5841  22             5            203894                   1              10
## 5842  50             5            196193                   3              14
## 5843  25             5            195994                   6               2
## 5844  18             5             50879                   2               6
## 5845  21             5            186849                   2               9
## 5846  47             5            201127                   1              10
## 5847  33             5            110998                   2               9
## 5848  39             5            190466                   2               9
## 5849  67             7            173935                   8              13
## 5850  19             5            167140                   1              10
## 5851  18             5            110230                   2               6
## 5852  36             5            287658                   2               9
## 5853  23             5            224954                   1              10
## 5854  25             1            394820                   1              10
## 5855  40             5             37618                   1              10
## 5856  73             7             29306                   2               9
## 5857  35             5             37314                   1              10
## 5858  31             5            420749                   1              12
## 5859  20             5            482732                   2               6
## 5860  20             5            206215                   2               9
## 5861  27             5            101364                   2               9
## 5862  66             6            185369                   2               6
## 5863  66             5            216856                   3              14
## 5864  64             5            256019                   3              14
## 5865  48             5            348144                   1              10
## 5866  24             5            190293                   8              13
## 5867  51             7             25932                   2               9
## 5868  25             5            176729                   8              13
## 5869  33             5            166961                   2               7
## 5870  50             5             86373                   2               9
## 5871  51             5            320513                   7               4
## 5872  34             8            190290                   8              13
## 5873  41             3            111891                   7               4
## 5874  30             7             45796                   1              10
## 5875  59             5            108496                   1              10
## 5876  41             7            120539                   1              10
## 5877  36             7            164526                   3              14
## 5878  37             5            323155                   6               2
## 5879  28             5             65389                   2               9
## 5880  19             5            414871                   2               9
## 5881  28             5            161607                   1              10
## 5882  62             5            224953                   2               6
##      marital_status_num occupation_num household_role_num race_num gender_num
## 1                     3              2                  3        2          2
## 2                     2              3                  1        2          2
## 3                     1              4                  3        2          2
## 4                     2              4                  1        3          2
## 5                     2              3                  2        3          1
## 6                     2              3                  2        2          1
## 7                     2              4                  3        3          1
## 8                     2              3                  1        2          2
## 9                     3              3                  3        2          1
## 10                    2              3                  1        2          2
## 11                    2              3                  1        3          2
## 12                    2              3                  1        5          2
## 13                    3              2                  6        2          1
## 14                    3              3                  3        3          2
## 15                    2              5                  1        5          2
## 16                    2              5                  1        4          2
## 17                    3              1                  6        2          2
## 18                    3              5                  4        2          2
## 19                    2              3                  1        2          2
## 20                    1              3                  4        2          1
## 21                    2              3                  1        2          2
## 22                    1              4                  4        3          1
## 23                    2              1                  1        3          2
## 24                    2              5                  1        2          2
## 25                    1              3                  4        2          1
## 26                    2              3                  1        2          2
## 27                    3              5                  6        2          2
## 28                    2              6                  1        5          2
## 29                    1              3                  3        2          2
## 30                    2              5                  1        2          2
## 31                    3              3                  3        2          2
## 32                    3              3                  6        3          2
## 33                    1              3                  6        2          2
## 34                    2              2                  6        2          2
## 35                    2              4                  1        3          2
## 36                    3              5                  4        2          2
## 37                    3              5                  6        2          2
## 38                    2              2                  2        2          1
## 39                    2              3                  1        2          2
## 40                    2              3                  1        2          2
## 41                    2              5                  1        2          2
## 42                    2              3                  1        2          2
## 43                    2              3                  1        2          2
## 44                    1              2                  4        2          1
## 45                    3              4                  3        2          2
## 46                    2              3                  1        3          2
## 47                    2              5                  1        2          2
## 48                    1              3                  4        2          1
## 49                    2              5                  1        2          2
## 50                    3              3                  3        2          2
## 51                    2              3                  2        1          1
## 52                    3              4                  6        2          1
## 53                    2              3                  2        2          1
## 54                    1              3                  3        2          2
## 55                    1              3                  3        2          2
## 56                    2              3                  1        2          2
## 57                    2              5                  1        2          2
## 58                    2              4                  1        2          2
## 59                    2              2                  1        2          2
## 60                    2              5                  1        2          2
## 61                    2              3                  1        2          2
## 62                    2              6                  3        2          2
## 63                    2              5                  1        2          2
## 64                    2              3                  1        2          2
## 65                    1              3                  3        2          2
## 66                    2              5                  1        2          2
## 67                    1              2                  3        2          1
## 68                    2              2                  2        2          1
## 69                    2              3                  1        2          2
## 70                    3              6                  6        2          2
## 71                    3              3                  6        2          2
## 72                    1              3                  6        3          1
## 73                    2              3                  1        2          2
## 74                    3              5                  3        2          2
## 75                    2              3                  5        2          2
## 76                    3              4                  6        2          2
## 77                    2              2                  1        2          2
## 78                    2              6                  1        2          2
## 79                    3              4                  6        2          1
## 80                    2              1                  1        2          2
## 81                    3              3                  3        2          2
## 82                    2              4                  1        2          2
## 83                    2              4                  2        2          1
## 84                    2              3                  1        2          2
## 85                    1              5                  3        2          1
## 86                    1              3                  6        2          1
## 87                    2              3                  1        2          2
## 88                    2              3                  1        2          2
## 89                    3              3                  3        2          2
## 90                    3              3                  3        2          1
## 91                    2              3                  1        2          2
## 92                    1              5                  4        2          1
## 93                    1              5                  4        3          1
## 94                    2              3                  2        5          1
## 95                    2              3                  1        2          2
## 96                    3              4                  3        2          2
## 97                    2              3                  1        2          2
## 98                    2              3                  1        2          2
## 99                    1              3                  4        2          1
## 100                   3              4                  6        3          2
## 101                   2              3                  1        2          2
## 102                   2              3                  1        2          2
## 103                   3              3                  3        2          1
## 104                   3              3                  6        2          1
## 105                   3              5                  3        2          2
## 106                   2              5                  1        2          2
## 107                   3              6                  6        2          1
## 108                   3              4                  6        2          2
## 109                   3              2                  3        2          1
## 110                   2              4                  1        2          2
## 111                   3              3                  5        2          2
## 112                   2              3                  1        2          2
## 113                   2              4                  1        2          2
## 114                   2              3                  2        2          1
## 115                   3              5                  6        2          1
## 116                   2              4                  1        2          2
## 117                   2              3                  1        2          2
## 118                   2              5                  1        3          2
## 119                   2              3                  1        2          2
## 120                   3              5                  3        2          2
## 121                   3              4                  6        2          1
## 122                   2              3                  1        2          2
## 123                   3              3                  6        3          2
## 124                   2              3                  1        2          2
## 125                   3              4                  6        3          2
## 126                   2              3                  2        2          1
## 127                   3              2                  6        2          1
## 128                   2              2                  1        2          2
## 129                   2              6                  1        2          2
## 130                   1              5                  3        2          2
## 131                   3              3                  3        2          1
## 132                   3              4                  3        2          1
## 133                   2              5                  1        2          2
## 134                   2              3                  1        2          2
## 135                   1              3                  3        3          1
## 136                   2              3                  1        2          2
## 137                   2              5                  1        2          2
## 138                   2              2                  2        2          1
## 139                   3              3                  6        2          2
## 140                   2              5                  1        5          2
## 141                   2              5                  1        2          2
## 142                   3              3                  6        2          1
## 143                   3              4                  6        2          2
## 144                   3              3                  3        2          1
## 145                   3              3                  5        2          2
## 146                   3              5                  4        3          1
## 147                   2              4                  1        2          2
## 148                   4              4                  4        2          1
## 149                   2              5                  1        2          2
## 150                   1              6                  3        2          1
## 151                   1              2                  4        2          1
## 152                   3              2                  3        2          1
## 153                   3              3                  5        5          1
## 154                   3              5                  6        2          2
## 155                   1              6                  3        2          2
## 156                   2              5                  1        2          2
## 157                   3              4                  3        2          2
## 158                   1              3                  4        3          2
## 159                   1              5                  3        2          2
## 160                   1              4                  5        3          2
## 161                   1              6                  3        2          1
## 162                   3              4                  4        2          1
## 163                   1              3                  4        5          1
## 164                   3              3                  3        5          1
## 165                   2              3                  1        2          2
## 166                   1              4                  4        2          1
## 167                   3              3                  3        2          2
## 168                   4              3                  4        2          2
## 169                   3              4                  6        2          2
## 170                   4              3                  3        2          1
## 171                   3              4                  3        2          2
## 172                   2              3                  1        2          2
## 173                   2              3                  1        2          2
## 174                   3              5                  3        2          2
## 175                   2              3                  1        2          2
## 176                   2              3                  4        2          1
## 177                   3              5                  6        3          2
## 178                   3              4                  3        3          2
## 179                   3              4                  6        2          2
## 180                   2              3                  1        2          2
## 181                   2              3                  1        3          2
## 182                   1              2                  3        2          1
## 183                   3              5                  3        3          2
## 184                   2              5                  1        2          2
## 185                   2              2                  1        2          2
## 186                   2              2                  1        3          2
## 187                   1              3                  3        2          1
## 188                   1              6                  3        2          1
## 189                   2              3                  2        2          1
## 190                   2              3                  1        2          2
## 191                   1              5                  3        3          1
## 192                   2              5                  1        2          2
## 193                   2              5                  1        3          2
## 194                   2              3                  1        2          2
## 195                   2              3                  1        2          2
## 196                   2              5                  5        2          2
## 197                   1              5                  3        2          2
## 198                   3              3                  3        2          1
## 199                   2              3                  5        2          2
## 200                   3              3                  3        2          2
## 201                   3              3                  3        2          1
## 202                   3              6                  6        2          2
## 203                   2              3                  1        2          2
## 204                   3              3                  3        2          1
## 205                   1              2                  4        2          1
## 206                   3              3                  6        2          1
## 207                   2              4                  1        3          2
## 208                   1              5                  3        2          2
## 209                   2              3                  2        2          1
## 210                   3              3                  6        2          1
## 211                   2              5                  1        3          2
## 212                   2              5                  1        2          2
## 213                   3              3                  3        4          1
## 214                   2              5                  1        5          2
## 215                   2              5                  1        2          2
## 216                   3              3                  3        3          2
## 217                   1              3                  3        2          1
## 218                   2              3                  1        2          2
## 219                   2              3                  1        2          2
## 220                   3              5                  3        2          2
## 221                   2              4                  1        2          2
## 222                   1              6                  3        2          2
## 223                   3              4                  3        3          2
## 224                   2              2                  1        3          2
## 225                   3              5                  3        2          1
## 226                   3              3                  6        2          1
## 227                   1              6                  3        4          1
## 228                   2              1                  1        2          2
## 229                   4              2                  3        2          1
## 230                   1              2                  3        2          1
## 231                   1              5                  3        3          2
## 232                   1              3                  4        3          1
## 233                   3              2                  3        2          2
## 234                   1              5                  5        1          1
## 235                   3              3                  3        2          2
## 236                   2              4                  1        2          2
## 237                   3              2                  3        2          1
## 238                   2              3                  1        2          2
## 239                   2              3                  1        2          2
## 240                   3              5                  6        2          2
## 241                   2              3                  1        2          2
## 242                   2              4                  2        2          1
## 243                   2              3                  1        2          2
## 244                   3              6                  6        2          2
## 245                   1              5                  3        2          2
## 246                   2              2                  1        2          2
## 247                   2              2                  1        2          2
## 248                   3              4                  3        2          1
## 249                   2              3                  1        2          2
## 250                   2              2                  1        2          2
## 251                   2              3                  2        2          1
## 252                   2              2                  2        3          1
## 253                   4              4                  4        3          1
## 254                   3              2                  6        2          2
## 255                   3              5                  3        2          2
## 256                   2              1                  1        5          2
## 257                   3              4                  6        2          1
## 258                   1              4                  3        2          1
## 259                   4              3                  3        2          1
## 260                   1              5                  3        2          2
## 261                   1              3                  6        2          1
## 262                   2              3                  1        2          2
## 263                   3              4                  6        2          2
## 264                   2              3                  1        2          2
## 265                   2              5                  1        2          2
## 266                   2              3                  1        5          2
## 267                   3              6                  6        2          2
## 268                   2              3                  1        2          2
## 269                   3              3                  3        2          1
## 270                   2              5                  2        2          1
## 271                   2              3                  1        2          2
## 272                   3              4                  6        2          2
## 273                   2              1                  1        2          2
## 274                   3              3                  6        2          2
## 275                   1              3                  6        2          1
## 276                   2              4                  1        3          2
## 277                   2              5                  1        2          2
## 278                   3              3                  3        2          1
## 279                   3              3                  6        2          1
## 280                   2              5                  2        2          1
## 281                   3              3                  3        2          1
## 282                   2              5                  1        2          2
## 283                   1              3                  4        3          1
## 284                   1              3                  3        2          1
## 285                   3              4                  6        2          2
## 286                   2              3                  1        2          2
## 287                   2              3                  1        2          2
## 288                   1              4                  3        2          2
## 289                   3              3                  3        2          1
## 290                   2              5                  1        2          2
## 291                   2              3                  1        2          2
## 292                   1              3                  3        2          1
## 293                   3              3                  3        2          2
## 294                   3              3                  6        2          2
## 295                   3              3                  4        3          1
## 296                   2              5                  1        2          2
## 297                   1              3                  3        2          1
## 298                   2              6                  2        5          1
## 299                   3              5                  6        2          2
## 300                   1              3                  3        2          2
## 301                   2              2                  1        2          2
## 302                   3              4                  3        5          1
## 303                   2              5                  1        2          2
## 304                   2              3                  1        2          2
## 305                   2              2                  2        5          1
## 306                   1              2                  3        2          1
## 307                   3              3                  3        2          2
## 308                   3              3                  3        2          1
## 309                   2              2                  1        2          2
## 310                   2              1                  1        2          2
## 311                   3              3                  3        2          2
## 312                   2              3                  1        5          2
## 313                   3              6                  6        3          1
## 314                   1              3                  3        3          1
## 315                   3              3                  6        2          2
## 316                   3              5                  3        2          2
## 317                   2              3                  1        2          2
## 318                   2              5                  5        2          1
## 319                   3              3                  3        2          1
## 320                   4              4                  3        2          1
## 321                   2              3                  1        2          2
## 322                   2              5                  1        2          2
## 323                   1              5                  3        2          2
## 324                   3              3                  3        2          1
## 325                   2              5                  1        2          2
## 326                   2              1                  1        2          2
## 327                   3              6                  6        3          1
## 328                   2              3                  2        2          1
## 329                   2              4                  1        2          2
## 330                   3              5                  3        2          2
## 331                   3              5                  3        3          2
## 332                   3              2                  3        2          2
## 333                   3              4                  3        2          2
## 334                   2              2                  1        2          2
## 335                   2              5                  1        2          2
## 336                   3              4                  5        2          2
## 337                   3              5                  5        2          2
## 338                   3              3                  3        2          2
## 339                   3              3                  4        3          2
## 340                   2              4                  1        3          2
## 341                   3              3                  3        2          2
## 342                   2              5                  1        2          2
## 343                   2              3                  1        2          2
## 344                   3              1                  3        2          2
## 345                   3              3                  6        3          1
## 346                   3              3                  3        2          2
## 347                   2              6                  1        2          2
## 348                   1              6                  4        2          1
## 349                   2              4                  3        2          2
## 350                   3              3                  6        2          2
## 351                   2              3                  1        2          2
## 352                   2              4                  1        2          2
## 353                   2              3                  1        2          2
## 354                   2              5                  1        2          2
## 355                   2              6                  1        2          2
## 356                   2              2                  1        2          2
## 357                   4              4                  4        1          2
## 358                   2              3                  1        2          2
## 359                   2              2                  2        2          1
## 360                   2              5                  1        2          2
## 361                   2              4                  2        2          1
## 362                   2              3                  1        2          2
## 363                   2              5                  1        2          2
## 364                   1              3                  3        2          2
## 365                   2              3                  3        2          2
## 366                   2              5                  1        2          2
## 367                   2              3                  1        2          2
## 368                   3              3                  3        2          1
## 369                   1              3                  3        2          1
## 370                   1              3                  4        2          1
## 371                   3              2                  4        2          1
## 372                   3              4                  6        2          2
## 373                   2              5                  1        2          2
## 374                   2              5                  1        3          2
## 375                   3              5                  3        3          2
## 376                   3              2                  6        2          1
## 377                   2              5                  2        2          1
## 378                   3              3                  3        2          2
## 379                   1              3                  3        2          2
## 380                   2              3                  1        2          2
## 381                   1              5                  3        2          2
## 382                   1              5                  3        2          1
## 383                   2              5                  1        2          2
## 384                   1              3                  3        2          1
## 385                   2              5                  2        2          1
## 386                   3              4                  3        2          1
## 387                   1              5                  3        2          2
## 388                   2              2                  2        2          1
## 389                   3              2                  6        2          1
## 390                   3              4                  5        2          1
## 391                   2              4                  2        2          1
## 392                   3              5                  3        2          2
## 393                   1              5                  3        2          2
## 394                   2              3                  1        2          2
## 395                   3              4                  3        2          1
## 396                   2              3                  1        2          2
## 397                   1              4                  4        2          1
## 398                   3              6                  5        2          1
## 399                   2              3                  1        2          2
## 400                   2              3                  1        2          2
## 401                   3              4                  6        2          2
## 402                   3              4                  3        2          1
## 403                   2              3                  1        2          2
## 404                   1              3                  3        2          1
## 405                   2              4                  1        1          2
## 406                   2              3                  1        2          2
## 407                   2              2                  1        2          2
## 408                   2              5                  1        2          2
## 409                   2              6                  2        2          1
## 410                   2              3                  1        2          2
## 411                   1              4                  3        3          1
## 412                   3              4                  4        3          1
## 413                   1              3                  4        2          1
## 414                   2              3                  1        2          2
## 415                   2              5                  1        2          2
## 416                   1              5                  3        2          2
## 417                   2              5                  1        2          2
## 418                   3              4                  6        2          1
## 419                   1              5                  3        3          2
## 420                   1              5                  4        2          1
## 421                   2              3                  1        2          2
## 422                   3              4                  6        2          2
## 423                   2              3                  2        2          1
## 424                   1              1                  3        2          2
## 425                   3              5                  4        2          1
## 426                   2              5                  1        2          2
## 427                   3              3                  3        2          2
## 428                   3              4                  3        2          2
## 429                   2              3                  1        2          2
## 430                   2              3                  1        2          2
## 431                   4              6                  3        2          2
## 432                   3              6                  6        2          2
## 433                   2              3                  3        2          1
## 434                   2              4                  2        2          1
## 435                   3              5                  6        5          2
## 436                   2              3                  1        2          2
## 437                   3              1                  3        3          2
## 438                   3              3                  3        2          1
## 439                   2              2                  1        2          2
## 440                   2              2                  2        2          1
## 441                   3              3                  3        2          2
## 442                   1              2                  3        2          1
## 443                   3              4                  6        2          2
## 444                   2              3                  1        2          2
## 445                   3              5                  5        2          2
## 446                   3              3                  3        2          2
## 447                   4              3                  4        3          1
## 448                   2              5                  1        4          2
## 449                   2              5                  1        2          2
## 450                   3              6                  6        2          1
## 451                   3              5                  6        3          1
## 452                   2              5                  1        2          2
## 453                   2              5                  1        2          2
## 454                   2              3                  1        3          2
## 455                   2              3                  2        2          1
## 456                   2              5                  1        5          2
## 457                   2              3                  2        2          1
## 458                   2              5                  1        3          2
## 459                   2              5                  1        2          2
## 460                   2              6                  1        2          2
## 461                   3              1                  6        2          2
## 462                   2              5                  1        3          2
## 463                   2              3                  1        2          2
## 464                   2              5                  4        2          2
## 465                   3              3                  3        2          1
## 466                   2              2                  2        2          1
## 467                   1              5                  4        2          2
## 468                   2              5                  1        2          2
## 469                   2              3                  1        2          2
## 470                   2              3                  2        2          1
## 471                   3              3                  4        2          2
## 472                   3              6                  6        2          2
## 473                   3              5                  3        2          2
## 474                   3              5                  3        2          2
## 475                   1              4                  3        2          1
## 476                   3              5                  3        2          1
## 477                   3              4                  3        2          2
## 478                   3              4                  6        2          2
## 479                   3              4                  3        2          2
## 480                   3              4                  4        2          1
## 481                   2              5                  1        2          2
## 482                   2              5                  1        2          2
## 483                   3              3                  3        2          2
## 484                   2              5                  4        2          1
## 485                   3              6                  5        3          2
## 486                   2              2                  6        3          1
## 487                   2              6                  1        2          2
## 488                   2              5                  1        2          2
## 489                   1              3                  4        2          1
## 490                   2              3                  1        2          2
## 491                   3              4                  3        2          1
## 492                   1              2                  3        2          2
## 493                   3              3                  3        2          1
## 494                   1              3                  4        2          1
## 495                   3              5                  6        2          2
## 496                   1              2                  4        2          1
## 497                   3              5                  6        2          2
## 498                   3              4                  6        2          2
## 499                   3              3                  3        2          1
## 500                   2              6                  1        2          2
## 501                   3              1                  3        2          2
## 502                   2              5                  1        2          2
## 503                   2              2                  1        2          2
## 504                   1              4                  4        2          1
## 505                   3              3                  3        2          1
## 506                   3              3                  3        3          2
## 507                   3              3                  6        2          2
## 508                   2              3                  1        2          2
## 509                   1              2                  4        3          1
## 510                   1              4                  4        2          1
## 511                   2              4                  4        2          2
## 512                   4              6                  4        3          1
## 513                   3              5                  3        2          2
## 514                   2              3                  1        2          2
## 515                   1              5                  3        2          2
## 516                   4              6                  4        2          1
## 517                   3              2                  3        4          1
## 518                   3              6                  6        2          2
## 519                   3              6                  4        2          1
## 520                   2              3                  1        2          2
## 521                   2              3                  1        2          2
## 522                   2              3                  1        2          2
## 523                   1              4                  3        3          2
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## 5591                  4              6                  3        2          1
## 5592                  3              3                  3        2          1
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## 5599                  3              4                  6        2          2
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## 5603                  2              3                  1        2          2
## 5604                  3              3                  6        5          2
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## 5606                  1              3                  4        3          1
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## 5610                  1              3                  4        2          1
## 5611                  2              3                  1        2          2
## 5612                  2              3                  6        2          1
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## 5623                  1              4                  4        2          1
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## 5631                  1              3                  3        2          1
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## 5882                  2              5                  1        3          2
##      capital_gain capital_loss hours_per_week native_region_num income
## 1            2174            0             40                 4      0
## 2               0            0             13                 4      0
## 3               0            0             40                 4      0
## 4               0            0             40                 4      0
## 5               0            0             40                 1      0
## 6               0            0             40                 4      0
## 7               0            0             16                 1      0
## 8               0            0             45                 4      1
## 9           14084            0             50                 4      1
## 10           5178            0             40                 4      1
## 11              0            0             80                 4      1
## 12              0            0             40                 5      1
## 13              0            0             30                 4      0
## 14              0            0             50                 4      0
## 15              0            0             40                 1      1
## 16              0            0             45                 4      0
## 17              0            0             35                 4      0
## 18              0            0             40                 4      0
## 19              0            0             50                 4      0
## 20              0            0             45                 4      1
## 21              0            0             60                 4      1
## 22              0            0             20                 4      0
## 23              0            0             40                 4      0
## 24              0         2042             40                 4      0
## 25              0            0             40                 4      0
## 26              0            0             40                 4      1
## 27              0            0             40                 4      0
## 28              0            0             60                 6      1
## 29              0            0             80                 4      0
## 30              0            0             40                 4      0
## 31              0            0             52                 4      0
## 32              0            0             44                 4      0
## 33              0         1408             40                 4      0
## 34              0            0             40                 4      0
## 35              0            0             15                 4      0
## 36              0            0             40                 7      0
## 37              0            0             40                 4      0
## 38              0            0             25                 4      0
## 39              0            0             38                 1      1
## 40              0            0             40                 4      0
## 41              0            0             43                 4      0
## 42              0            0             40                 4      0
## 43              0            0             50                 4      0
## 44              0            0             40                 4      0
## 45              0            0             35                 4      0
## 46              0            0             40                 4      1
## 47              0            0             38                 4      0
## 48              0            0             40                 4      0
## 49              0            0             40                 4      0
## 50              0            0             43                 4      0
## 51              0            0             40                 4      0
## 52              0            0             30                 1      0
## 53              0         1902             60                 1      1
## 54              0            0             55                 4      1
## 55              0            0             60                 4      0
## 56              0            0             40                 4      1
## 57              0            0             40                 4      0
## 58              0            0             40                 7      0
## 59              0            0             48                 4      0
## 60           5013            0             40                 4      0
## 61           2407            0             40                 4      0
## 62              0            0             40                 1      0
## 63              0            0             40                 4      0
## 64              0            0             45                 4      1
## 65              0            0             58                 4      0
## 66              0            0             40                 4      0
## 67              0            0             40                 4      0
## 68              0            0             40                 4      1
## 69              0            0             50                 4      1
## 70              0            0             40                 4      0
## 71              0            0             32                 4      0
## 72              0            0             40                 4      0
## 73              0            0             70                 4      1
## 74              0            0             40                 4      0
## 75              0            0             20                 4      0
## 76              0            0             40                 4      0
## 77              0            0             40                 4      0
## 78              0            0              2                 4      0
## 79              0            0             22                 4      0
## 80              0            0             40                 4      0
## 81              0            0             30                 4      0
## 82              0            0             40                 1      0
## 83              0            0             40                 4      0
## 84              0            0             48                 4      0
## 85          14344            0             40                 4      1
## 86              0            0             35                 4      0
## 87              0            0             40                 4      1
## 88              0            0             50                 4      0
## 89              0            0             40                 4      0
## 90              0            0             50                 4      1
## 91              0            0             40                 4      0
## 92              0            0             40                 4      0
## 93              0            0             25                 4      0
## 94              0         1573             35                 1      0
## 95              0            0             40                 4      1
## 96              0            0             50                 4      0
## 97              0         1902             60                 4      1
## 98              0            0             48                 4      1
## 99              0            0             40                 3      0
## 100             0            0             40                 4      0
## 101             0            0             40                 4      1
## 102         15024            0             60                 4      1
## 103             0            0             50                 4      0
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##      hours_worked_span_num age_span_num
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## 5874                     3            2
## 5875                     3            4
## 5876                     3            3
## 5877                     3            3
## 5878                     6            3
## 5879                     2            2
## 5880                     3            1
## 5881                     3            2
## 5882                     3            4
##  [ reached 'max' / getOption("max.print") -- omitted 26680 rows ]

Verify all missing values are adjusted.

adult <- adult %>%
  mutate(invested = ifelse(capital_gain > 0 | capital_loss > 0, 1, 0))

adult$invested <- factor(adult$invested,
  levels = c("0", "1"),
  labels = c("Not_Invested", "Invested")
)
levels(adult$invested)
## [1] "Not_Invested" "Invested"
# Get all unique values in'invested'
unique_values <- unique(adult$invested)
unique_values
## [1] Invested     Not_Invested
## Levels: Not_Invested Invested
#Checking data types
str(adult)
## 'data.frame':    32562 obs. of  18 variables:
##  $ age              : num  39 50 38 53 28 37 49 52 31 42 ...
##  $ workclass        : Factor w/ 8 levels "unemployed","FedGov",..: 8 7 5 5 5 5 5 7 5 5 ...
##  $ similar_pop_count: num  77516 83311 215646 234721 338409 ...
##  $ education_level  : Factor w/ 8 levels "assoc","highsch",..: 8 8 2 2 8 3 2 2 3 8 ...
##  $ years_education  : num  13 13 9 7 13 14 5 9 14 13 ...
##  $ marital_status   : Factor w/ 4 levels "divorce","married",..: 3 2 1 2 2 2 2 2 3 2 ...
##  $ occupation       : Factor w/ 6 levels "agriculture",..: 2 3 4 4 3 3 4 3 3 3 ...
##  $ household_role   : Factor w/ 6 levels "husband","wife",..: 3 1 3 1 2 2 3 1 3 1 ...
##  $ race             : Factor w/ 5 levels "other","white",..: 2 2 2 3 3 2 3 2 2 2 ...
##  $ gender           : Factor w/ 2 levels "female","male": 2 2 2 2 1 1 1 2 1 2 ...
##  $ capital_gain     : num  2174 0 0 0 0 ...
##  $ capital_loss     : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ hours_per_week   : num  40 13 40 40 40 40 16 45 50 40 ...
##  $ native_region    : Factor w/ 7 levels "CentrAmerica",..: 4 4 4 4 1 4 1 4 4 4 ...
##  $ income           : Factor w/ 2 levels "<=50K",">50K": 1 1 1 1 1 1 1 2 2 2 ...
##  $ hours_worked_span: Factor w/ 6 levels "1-15","16-30",..: 3 1 3 3 3 3 2 3 4 3 ...
##  $ age_span         : Ord.factor w/ 6 levels "1-20"<"21-35"<..: 3 4 3 4 2 3 3 4 2 3 ...
##  $ invested         : Factor w/ 2 levels "Not_Invested",..: 2 1 1 1 1 1 1 1 2 2 ...
cat("\n------------------Count NA----------------------\n\n")
## 
## ------------------Count NA----------------------
sort(colSums(is.na(adult)), decreasing = TRUE)
##               age         workclass similar_pop_count   education_level 
##                 0                 0                 0                 0 
##   years_education    marital_status        occupation    household_role 
##                 0                 0                 0                 0 
##              race            gender      capital_gain      capital_loss 
##                 0                 0                 0                 0 
##    hours_per_week     native_region            income hours_worked_span 
##                 0                 0                 0                 0 
##          age_span          invested 
##                 0                 0
vis_miss(adult)

dim(adult)
## [1] 32562    18

EDA of the variables

Sources: https://oakleyj.github.io/MAS61004/eda-for-logistic-regression.html

# histogram of age by gender group
ggplot(adult) + aes(x=age, group=income, fill=income) + 
  geom_histogram(binwidth=1, color='black') +
  labs(title = "Income by Age", x = "Age")

ggplot(adult) + aes(x=years_education, group=income, fill=income) + 
  geom_histogram(binwidth=1, color='black') +
  labs(title = "Income by Years of Education", x = "Years")

ggplot(adult) + aes(x=hours_per_week, group=income, fill=income) + 
  geom_histogram(binwidth=1, color='black') +
  labs(title = "Income by Hours Per Week", x = "Hours")

# Income by gain
qplot(capital_gain, data = adult, fill = income)+
  ggtitle('Earnings with Capital Gains')
## Warning: `qplot()` was deprecated in ggplot2 3.4.0.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

# Income by loss
qplot(capital_loss, data = adult, fill = income)+
  ggtitle('Earnings with Capital Loss')
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

ggplot(adult, aes(x = invested, y = capital_gain, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Investment Gain")

ggplot(adult, aes(x = invested, y = capital_loss, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Investment Loss")

# Income by hours with percentage
ggplot(adult, aes(x = hours_per_week, fill = income)) +
  geom_bar(position = "fill") +
  # facet_grid(. ~ race) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  ggtitle("Earnings by Hours") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

# Log-transform the 'capital_gain' column
adult_dum$capital_gain_log <- log(adult_dum$capital_gain + 1)  # Adding 1 to avoid log(0)

# Log-transform the 'capital_gain' column
adult_dum$capital_loss_log <- log(adult_dum$capital_loss + 1)  # Adding 1 to avoid log(0)
library(tidyverse)
library(broom)
# Check the continuous variables for linearity
ggplot(adult_dum,(aes(x=age,y=income)))+geom_point()+geom_smooth(method="loess",span=.1) +
  labs(title = "Income by Age", x = "Age", y = "Income")
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum,(aes(x=years_education,y=income)))+geom_point()+geom_smooth(method="loess",span=.6)+
  labs(title = "Income by Years of Education", x = "Years", y = "Income")
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum,(aes(x=hours_per_week,y=income)))+geom_point()+geom_smooth(method="loess",span=.6)+
  labs(title = "Income by Hours Per Week", x = "Hours", y = "Income")
## `geom_smooth()` using formula = 'y ~ x'

# Non logged capital Gains
ggplot(adult, aes(x=capital_gain, y=adult_dum$income)) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=1) +
  ylim(-.2, 2.5) +
  labs(title = "Income by Capital Gain", x = "Capital Gain", y = "Income")
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## `geom_smooth()` using formula = 'y ~ x'

# Non-logged capital loss
ggplot(adult, aes(x=capital_loss, y=adult_dum$income)) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=1) +
  ylim(-.2, 2.5) +
  labs(title = "Income by Capital Loss", x = "Capital Loss", y = "Income")
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 2 rows containing missing values (`geom_smooth()`).

# Logged gain and loss
ggplot(adult_dum,(aes(x=capital_gain_log, y=income)))+geom_point()+geom_smooth(method="loess",span=1)+
  labs(title = "Income by Log Capital Gain", x = "Capital Gain", y = "Income")
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum,(aes(x=capital_loss_log, y=income)))+geom_point()+geom_smooth(method="loess",span=1)+
  labs(title = "Income by Log Capital Loss", x = "Capital Loss", y = "Income")
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult, aes(x = gender, y = age, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Age and Gender")

ggplot(adult, aes(x = gender, y = years_education, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Gender and Education")

ggplot(adult, aes(x = gender, y = hours_per_week, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Hours Worked and Gender")

ggplot(adult, aes(x = income, y = hours_per_week, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Hours Worked")

# Income by gender and hourswith percentage
ggplot(adult, aes(x = age, fill = income)) +
  geom_bar(width = 1, position = "fill") +
  facet_grid(. ~ gender) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  ggtitle("Earnings by Age Type and Gender") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))
## Warning: `position_stack()` requires non-overlapping x intervals

# Income by gender and hourswith percentage
ggplot(adult, aes(x = hours_per_week, fill = income)) +
  geom_bar(width = 1, position = "fill") +
  facet_grid(. ~ gender) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  ggtitle("Earnings by Hours Worked Type and Gender") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))
## Warning: `position_stack()` requires non-overlapping x intervals

# Income by gender and education with percentage
ggplot(adult, aes(x = years_education, fill = income)) +
  geom_bar(width = 0.8, position = "fill") +
  facet_grid(. ~ gender) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  ggtitle("Earnings by Years Education and Gender") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))
## Warning: `position_stack()` requires non-overlapping x intervals

# Check the continuous variables for linearity against the logodds of Y
levels(adult$gender)
## [1] "female" "male"
# Adjusted code for Age (AG) by weight (WT), with y = Status.Num
ggplot(adult_dum, aes(x=age, y=income, colour=as.factor(gender_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Age with Gender", x = "Age", y = "Income") +
      scale_colour_manual(name = "Gender",
                        values = c("1" = "orange",  
                                   "2" = "green"),
                      labels = c("Female", "Male")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum, aes(x=hours_per_week, y=income, colour=as.factor(gender_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by hours Worked with Gender", x = "Hours", y = "Income") +
      scale_colour_manual(name = "Gender",
                        values = c("1" = "orange",  
                                   "2" = "green"),
                      labels = c("Female", "Male")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum, aes(x=years_education, y=income, colour=as.factor(gender_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Years of Education with Gender", x = "Years", y = "Income")+
      scale_colour_manual(name = "Gender",
                        values = c("1" = "orange",  
                                   "2" = "green"),
                      labels = c("Female", "Male")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult, aes(x = race, y = age, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Age and Race")

ggplot(adult, aes(x = race, y = years_education, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Education and Race")

ggplot(adult, aes(x = race, y = hours_per_week, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Hours Worked and Race")

# Income by occupation
qplot(occupation, data = adult, fill = income) + facet_grid (. ~ race)+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

# Income by race with percentage
ggplot(adult, aes(x = occupation, fill = income)) +
  geom_bar(position = "fill") +
  facet_grid(. ~ race) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  ggtitle("Earnings by Occupation and Race") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

# Income by race
qplot(education_level, data = adult, fill = income) +
  facet_grid(. ~ race) +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

# Income by race with percentage
ggplot(adult, aes(x = education_level, fill = income)) +
  geom_bar(position = "fill") +
  facet_grid(. ~ race) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  ggtitle("Earnings by Education Type and Race") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

# Income by race with percentage
ggplot(adult, aes(x = marital_status, fill = income)) +
  geom_bar(position = "fill") +
  facet_grid(. ~ race) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  ggtitle("Earnings by Marital Status and Race (Percentage") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

# Hourse worked
ggplot(adult, aes(x = occupation, y = hours_per_week, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))+
  facet_grid(. ~ race)+
  ggtitle("Earnings by Race, Occupation, and Hours Worked")

# Check the continuous variables for linearity against the logodds of Y

# Adjusted code for Age (AG) by weight (WT), with y = Status.Num
ggplot(adult_dum, aes(x=age, y=income, colour=as.factor(race_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Age with Race", x = "Age", y = "Income") +
      scale_colour_manual(name = "Race",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red"),
                      labels = c("Other", "White", "Black", "Native", "Asian/Pacific Islander")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum, aes(x=hours_per_week, y=income, colour=as.factor(race_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by hours Worked with Race", x = "Hours", y = "Income") +
    scale_colour_manual(name = "Race",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red"),
                      labels = c("Other", "White", "Black", "Native", "Asian/Pacific Islander")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum, aes(x=years_education, y=income, colour=as.factor(race_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Years of Education with Race", x = "Years", y = "Income")+
    scale_colour_manual(name = "Race",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red"),
                      labels = c("Other", "White", "Black", "Native", "Asian/Pacific Islander")) 
## `geom_smooth()` using formula = 'y ~ x'

# Income by gender
qplot(race, data = adult, fill = income) +
  facet_grid(. ~ marital_status) +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))+
  ggtitle('Earnings with Race and Marital Status')

# Income by gender
qplot(education_level, data = adult, fill = income) +
  facet_grid(. ~ marital_status) +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))+
  ggtitle('Earnings with Education and Marital Status')

# Income by gender
qplot(occupation, data = adult, fill = income) +
  facet_grid(. ~ marital_status) +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))+
  ggtitle('Earnings with Occupation and Marital Status')

# Check the continuous variables for linearity against the logodds of Y
levels(adult$marital_status)
## [1] "divorce"    "married"    "notmarried" "widowed"
# Adjusted code for Age (AG) by weight (WT), with y = Status.Num
ggplot(adult_dum, aes(x=age, y=income, colour=as.factor(marital_status_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Age with Marital Status", x = "Age", y = "Income") +
      scale_colour_manual(name = "Marital Status",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3"),
                      labels = c("divorced", "married", "notmarried", "widowed")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum, aes(x=hours_per_week, y=income, colour=as.factor(marital_status_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by hours Worked with Marital Status", x = "Hours", y = "Income") +
      scale_colour_manual(name = "Marital Status",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3"),
                      labels = c("divorced", "married", "notmarried", "widowed")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum, aes(x=years_education, y=income, colour=as.factor(marital_status_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=.75) +
  ylim(-.2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Years of Education with Marital Status", x = "Years", y = "Income")+
      scale_colour_manual(name = "Marital Status",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3"),
                      labels = c("divorced", "married", "notmarried", "widowed")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult, aes(x = hours_worked_span, y = age, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Hours Worked")

ggplot(adult, aes(x = income, y = age, color=income, fill=income)) + 
  geom_boxplot(color='black') +
  facet_grid(. ~ native_region) +
  ggtitle("Earnings by Age and Origin")

ggplot(adult) + aes(x=hours_per_week, group=income, fill=income) + 
  geom_histogram()+
  facet_grid(. ~ occupation) 
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

# Income by race with percentage
ggplot(adult, aes(x = hours_worked_span, fill = income)) +
  geom_bar(position = "fill") +
  facet_grid(. ~ occupation) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

# Income by race with percentage
ggplot(adult, aes(x = native_region, fill = income)) +
  geom_bar(position = "fill") +
  facet_grid(. ~ occupation) +
  scale_y_continuous(labels = scales::percent_format()) +
  labs(y = "Percentage")+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

ggplot(adult, aes(x = marital_status, y = hours_per_week, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Marital Status and Education")

# Hourse worked
ggplot(adult, aes(x = gender, y = hours_per_week, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))+
  facet_grid(. ~ race)+
  ggtitle("Earnings by Race, Gender, and Hours Worked")

ggplot(adult, aes(x = gender, y = years_education, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Gender and Education")

ggplot(adult, aes(x = marital_status, y = hours_per_week, colour = income, fill = income)) +
  geom_boxplot(color='black') +
  ggtitle("Earnings by Marital Status and Hours")

# Income by gender
qplot(race, data = adult, fill = income) +
  facet_grid(. ~ marital_status) +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))+
  ggtitle('Earnings with Race and Marital Status')

# Income by occupation
qplot(income, data = adult, fill = income) + facet_grid (. ~ occupation)+
  ggtitle('Earnings with Occupation')

# Income by education
qplot(income, data = adult, fill = income) + facet_grid (. ~ education_level)+
  ggtitle('Earnings with Education')

# Income by race
qplot(education_level, data = adult, fill = income) +
  facet_grid(. ~ race) +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))+
  ggtitle('Earnings with Race and Education')

library(treemap)
adult3 <- adult

# Log-transform the 'capital_gain' column
adult3$capital_gain_log <- log(adult3$capital_gain + 1)  # Adding 1 to avoid log(0)

# Log-transform the 'capital_gain' column
adult3$capital_loss_log <- log(adult3$capital_loss + 1)  # Adding 1 to avoid log(0)

## Native REGION and Income Status
adult3$income.num<-ifelse(adult3$income==">50K", 1, 0)

# Calculate proportions
positive_proportions2 <- table(adult3$native_region, adult3$income.num)[, "1"] / rowSums(table(adult3$native_region, adult3$income.num))

# Create a data frame
treemap_data2 <- data.frame(native_region = names(positive_proportions2), positive_proportion = positive_proportions2)

# Sort by positive_proportion
treemap_data2 <- treemap_data2[order(treemap_data2$positive_proportion, decreasing = TRUE), ]

# Plot the treemap
treemap(treemap_data2,
        index = "native_region",
        vSize = "positive_proportion",
        title = "Proportion of Positive Income Status by Native Region of Origin")

library(treemap)

# Heat map
income_status_table <- table(adult$native_region, adult_dum$income)

positive_counts <- income_status_table[, "1"]
total_counts <- rowSums(income_status_table)

positive_proportions<-positive_counts/total_counts

heatmap_data <- data.frame(native_country = names(positive_proportions), positive_proportion = positive_proportions)

heatmap_data$native_country <- factor(heatmap_data$native_country, levels = heatmap_data$native_country[order(heatmap_data$positive_proportion, decreasing = FALSE)])


ggplot(heatmap_data, aes(x = "", y = native_country, fill = positive_proportion)) +
  geom_tile() +
  scale_fill_gradient(low = "white", high = "blue") +
  theme_minimal() +
  labs(title = "Proportion of Positive Income Status by native_country of Origin", x = NULL, y = NULL) +
        scale_colour_manual(name = "Region",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red",
                                   "6" = "purple",
                                   "7" = "brown"),
                      labels = c("EAsia", "SAsia", "North America", "Central America", "South America", "Europe", "US Territory")) 

# Check the continuous variables for linearity against the logodds of Y

# Adjusted code for Age (AG) by weight (WT), with y = Status.Num
ggplot(adult_dum, aes(x=capital_gain_log, y=income, colour=as.factor(native_region_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=2) +
  ylim(-2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Capital Gain with Region", x = "Gain", y = "Income") +
      scale_colour_manual(name = "Region",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red",
                                   "6" = "purple",
                                   "7" = "brown"),
                      labels = c("EAsia", "SAsia", "North America", "Central America", "South America", "Europe", "US Territory")) 
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 22 rows containing missing values (`geom_smooth()`).

# Adjusted code for Age (AG) by weight (WT), with y = Status.Num
ggplot(adult_dum, aes(x=capital_loss_log, y=income, colour=as.factor(native_region_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=2) +
  ylim(-2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Capital Loss with Region", x = "Loss", y = "Income") +
    scale_colour_manual(name = "Region",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red",
                                   "6" = "purple",
                                   "7" = "brown"),
                      labels = c("EAsia", "SAsia", "North America", "Central America", "South America", "Europe", "US Territory")) 
## `geom_smooth()` using formula = 'y ~ x'

# Adjusted code for Age (AG) by weight (WT), with y = Status.Num
ggplot(adult_dum, aes(x=years_education, y=income, colour=as.factor(native_region_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=2) +
  ylim(-2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Years of Education with Region", x = "Years", y = "Income") +
    scale_colour_manual(name = "Region",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red",
                                   "6" = "purple",
                                   "7" = "brown"),
                      labels = c("EAsia", "SAsia", "North America", "Central America", "South America", "Europe", "US Territory")) 
## `geom_smooth()` using formula = 'y ~ x'

# Adjusted code for Age (AG) by weight (WT), with y = Status.Num
ggplot(adult_dum, aes(x=occupation_num, y=income, colour=as.factor(native_region_num))) + 
  geom_point() +
  geom_smooth(method="loess", size=1, span=2) +
  ylim(-2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by Occupation with Region", x = "Occupation", y = "Income") +
    scale_colour_manual(name = "Region",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red",
                                   "6" = "purple",
                                   "7" = "brown"),
                      labels = c("EAsia", "SAsia", "North America", "Central America", "South America", "Europe", "US Territory")) 
## `geom_smooth()` using formula = 'y ~ x'

ggplot(adult_dum,(aes(x=capital_gain_log,y=income, colour=as.factor(race_num))))+geom_point()+geom_smooth(method="loess",span=2) +
    ylim(-2, 1.2) +
  # facet_wrap(~factor(Pclass)) +
  labs(title = "Income by capital gain with Race", x = "Gain", y = "Income") +
  scale_colour_manual(name = "Race",
                        values = c("1" = "orange",  
                                   "2" = "green",  
                                   "3" = "#619CFF",  
                                   "4" = "#F564E3",  
                                   "5" = "red"),
                      labels = c("Other", "White", "Black", "Native", "Asian/Pacific Islander"))   
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 18 rows containing missing values (`geom_smooth()`).

adult2 <- adult
# Log-transform the 'capital_gain' column
adult2$capital_gain_log <- log(adult2$capital_gain + 1)  # Adding 1 to avoid log(0)

# Log-transform the 'capital_gain' column
adult2$capital_loss_log <- log(adult2$capital_loss + 1)  # Adding 1 to avoid log(0)

# Drop the specified columns
adult2 <- subset(adult2, select = -c(age_span, hours_worked_span, similar_pop_count, capital_gain, capital_loss, invested))

#Check Logistic Assumptions: Sources: https://www.statology.org/assumptions-of-logistic-regression/ * https://www.statisticssolutions.com/free-resources/directory-of-statistical-analyses/assumptions-of-logistic-regression/ * https://r4ds.github.io/bookclub-islr/addendum---logistic-regression-assumptions.html * https://sscc.wisc.edu/sscc/pubs/RegDiag-R/logistic-regression.html#log_ind * http://www.sthda.com/english/articles/36-classification-methods-essentials/148-logistic-regression-assumptions-and-diagnostics-in-r/#google_vignette * https://towardsdatascience.com/assumptions-of-logistic-regression-clearly-explained-44d85a22b290 * Assumption 1: Is the response variable binary?

# Assure it is a factor
adult2$income <- factor(adult2$income, levels = c("<=50K", ">50K"))
levels(adult2$income)
## [1] "<=50K" ">50K"
# Visual inspection (example with 'age' as a predictor)
ggplot(adult2, aes(x = age, fill = income)) + geom_histogram(position = "dodge")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

Assumption 2: Independence of Observations

# Fit the logistic regression model
model <- glm(income ~ ., data = adult2, family = binomial)

# Perform the Durbin-Watson test
dw_result <- dwtest(model)
dw_result
## 
##  Durbin-Watson test
## 
## data:  model
## DW = 1.9975, p-value = 0.4118
## alternative hypothesis: true autocorrelation is greater than 0

Assumption 3: No Multicollinearity among predictors.

adult_dum <- adult2
# one-hot-encode income
adult_dum$income <- ifelse(adult_dum$income == "<=50K", 0, 1)

# Loop through columns
for (col in names(adult_dum)) {
  if (is.factor(adult_dum[[col]])) { # Check if column is a factor
    levels <- levels(adult_dum[[col]]) # Get levels of the factor
    adult_dum[[col]] <- as.numeric(factor(adult_dum[[col]], levels = levels)) # Convert factor to numeric based on levels
    names(adult_dum)[names(adult_dum) == col] <- paste0(col, "_num") # Rename the column
  }
}

adult_dum
##      age workclass_num education_level_num years_education marital_status_num
## 1     39             8                   8              13                  3
## 2     50             7                   8              13                  2
## 3     38             5                   2               9                  1
## 4     53             5                   2               7                  2
## 5     28             5                   8              13                  2
## 6     37             5                   3              14                  2
## 7     49             5                   2               5                  2
## 8     52             7                   2               9                  2
## 9     31             5                   3              14                  3
## 10    42             5                   8              13                  2
## 11    37             5                   1              10                  2
## 12    30             8                   8              13                  2
## 13    23             5                   8              13                  3
## 14    32             5                   1              12                  3
## 15    40             5                   1              11                  2
## 16    34             5                   7               4                  2
## 17    25             7                   2               9                  3
## 18    32             5                   2               9                  3
## 19    38             5                   2               7                  2
## 20    43             7                   3              14                  1
## 21    40             5                   5              16                  2
## 22    54             5                   2               9                  1
## 23    35             2                   2               5                  2
## 24    43             5                   2               7                  2
## 25    59             5                   2               9                  1
## 26    56             3                   8              13                  2
## 27    19             5                   2               9                  3
## 28    54             1                   1              10                  2
## 29    39             5                   2               9                  1
## 30    49             5                   2               9                  2
## 31    23             3                   1              12                  3
## 32    20             5                   1              10                  3
## 33    45             5                   8              13                  1
## 34    30             2                   1              10                  2
## 35    22             8                   1              10                  2
## 36    48             5                   2               7                  3
## 37    21             5                   1              10                  3
## 38    19             5                   2               9                  2
## 39    31             5                   1              10                  2
## 40    48             7                   1              12                  2
## 41    31             5                   2               5                  2
## 42    53             7                   8              13                  2
## 43    24             5                   8              13                  2
## 44    49             5                   2               9                  1
## 45    25             5                   2               9                  3
## 46    57             2                   8              13                  2
## 47    53             5                   2               9                  2
## 48    44             5                   3              14                  1
## 49    41             8                   1              11                  2
## 50    29             5                   1              11                  3
## 51    25             5                   1              10                  2
## 52    18             5                   2               9                  3
## 53    47             5                   8              15                  2
## 54    50             2                   8              13                  1
## 55    47             6                   2               9                  1
## 56    43             5                   1              10                  2
## 57    46             5                   6               3                  2
## 58    35             5                   1              11                  2
## 59    41             5                   2               9                  2
## 60    30             5                   2               9                  2
## 61    30             5                   8              13                  2
## 62    32             1                   7               4                  2
## 63    48             5                   2               9                  2
## 64    42             5                   5              16                  2
## 65    29             5                   1              10                  1
## 66    36             5                   2               9                  2
## 67    28             5                   1              10                  1
## 68    53             5                   2               9                  2
## 69    49             6                   1              10                  2
## 70    25             1                   1              10                  3
## 71    19             5                   1              10                  3
## 72    31             5                   8              13                  1
## 73    29             7                   8              13                  2
## 74    23             5                   1              10                  3
## 75    79             5                   1              10                  2
## 76    27             5                   2               9                  3
## 77    40             5                   1              12                  2
## 78    67             1                   2               6                  2
## 79    18             5                   2               7                  3
## 80    31             3                   7               4                  2
## 81    18             5                   2               9                  3
## 82    52             5                   8              13                  2
## 83    46             5                   2               9                  2
## 84    59             5                   2               9                  2
## 85    44             5                   2               9                  1
## 86    53             5                   2               9                  1
## 87    49             3                   2               9                  2
## 88    33             5                   3              14                  2
## 89    30             5                   2               5                  3
## 90    43             2                   5              16                  3
## 91    57             5                   1              11                  2
## 92    37             5                   1              10                  1
## 93    28             5                   1              10                  1
## 94    30             5                   2               9                  2
## 95    34             3                   8              13                  2
## 96    29             3                   1              10                  3
## 97    48             7                   5              16                  2
## 98    37             5                   1              10                  2
## 99    48             5                   1              12                  1
## 100   32             2                   2               9                  3
## 101   76             5                   3              14                  2
## 102   44             5                   8              13                  2
## 103   47             7                   3              14                  3
## 104   20             5                   1              10                  3
## 105   29             5                   2               9                  3
## 106   32             6                   2               9                  2
## 107   17             1                   2               6                  3
## 108   30             5                   2               7                  3
## 109   31             3                   2               9                  3
## 110   42             5                   2               9                  2
## 111   24             5                   8              13                  3
## 112   38             5                   8              15                  2
## 113   56             7                   2               9                  2
## 114   28             5                   1              10                  2
## 115   36             5                   2               9                  3
## 116   53             5                   2               5                  2
## 117   56             6                   1              10                  2
## 118   49             3                   1              11                  2
## 119   55             5                   1              10                  2
## 120   22             5                   2               9                  3
## 121   21             5                   1              10                  3
## 122   40             5                   8              13                  2
## 123   30             5                   8              13                  3
## 124   29             8                   8              13                  2
## 125   19             5                   1              10                  3
## 126   47             5                   8              13                  2
## 127   20             5                   1              10                  3
## 128   31             5                   1              12                  2
## 129   35             1                   2               9                  2
## 130   39             5                   1              10                  1
## 131   28             5                   1              12                  3
## 132   24             5                   2               9                  3
## 133   38             7                   2               9                  2
## 134   37             5                   8              13                  2
## 135   46             5                   1              12                  1
## 136   38             2                   3              14                  2
## 137   43             7                   2               9                  2
## 138   27             5                   1              11                  2
## 139   20             5                   1              10                  3
## 140   49             5                   1              10                  2
## 141   61             6                   2               9                  2
## 142   27             5                   1              10                  3
## 143   19             5                   1              10                  3
## 144   45             5                   1              11                  3
## 145   70             5                   1              10                  3
## 146   31             5                   2               9                  3
## 147   22             5                   1              10                  2
## 148   36             5                   2               9                  4
## 149   64             5                   2               7                  2
## 150   43             1                   1              10                  1
## 151   47             3                   1              10                  1
## 152   34             5                   2               9                  3
## 153   33             5                   8              13                  3
## 154   21             5                   2               9                  3
## 155   52             1                   2               9                  1
## 156   48             5                   2               9                  2
## 157   23             5                   8              13                  3
## 158   71             7                   1              10                  1
## 159   29             5                   2               9                  1
## 160   42             5                   8              13                  1
## 161   68             1                   6               2                  1
## 162   25             5                   2               9                  3
## 163   44             6                   3              14                  1
## 164   28             5                   2               9                  3
## 165   45             7                   3              14                  2
## 166   36             5                   1              10                  1
## 167   39             2                   1              12                  3
## 168   46             8                   3              14                  4
## 169   18             5                   2               7                  3
## 170   66             3                   1              11                  4
## 171   27             5                   2               9                  3
## 172   28             8                   2               9                  2
## 173   51             5                   1              10                  2
## 174   27             5                   8              13                  3
## 175   28             8                   8              13                  2
## 176   27             5                   2               9                  2
## 177   21             5                   2               9                  3
## 178   34             5                   2               9                  3
## 179   18             5                   2               9                  3
## 180   33             5                   8              13                  2
## 181   44             3                   1              10                  2
## 182   43             5                   1              10                  1
## 183   30             5                   1              10                  3
## 184   40             5                   7               4                  2
## 185   37             2                   1              10                  2
## 186   34             5                   2               9                  2
## 187   41             7                   8              13                  1
## 188   53             1                   8              13                  1
## 189   31             5                   3              14                  2
## 190   58             8                   5              16                  2
## 191   38             5                   1              10                  1
## 192   24             5                   1              10                  2
## 193   41             3                   8              13                  2
## 194   47             5                   1              10                  2
## 195   41             2                   8              13                  2
## 196   23             5                   6               3                  2
## 197   36             5                   1              10                  1
## 198   40             2                   3              14                  3
## 199   35             5                   3              14                  2
## 200   24             7                   2               9                  3
## 201   26             5                   3              14                  3
## 202   19             1                   2               9                  3
## 203   51             5                   8              13                  2
## 204   42             3                   1              10                  3
## 205   37             8                   2               9                  1
## 206   18             5                   2               7                  3
## 207   36             5                   8              13                  2
## 208   35             5                   2               9                  1
## 209   58             6                   2               9                  2
## 210   17             5                   2               7                  3
## 211   44             3                   2               9                  2
## 212   37             5                   2               9                  2
## 213   35             5                   1              10                  3
## 214   60             5                   2               9                  2
## 215   54             6                   7               4                  2
## 216   37             5                   8              13                  3
## 217   50             5                   1              12                  1
## 218   38             5                   8              13                  2
## 219   45             5                   8              13                  2
## 220   25             5                   2               6                  3
## 221   31             5                   1              10                  2
## 222   64             1                   6               2                  1
## 223   90             5                   2               9                  3
## 224   54             5                   2               9                  2
## 225   53             3                   4               1                  3
## 226   18             5                   2               9                  3
## 227   60             1                   2               6                  1
## 228   66             7                   2               9                  2
## 229   75             5                   1              11                  4
## 230   65             5                   2               9                  1
## 231   35             5                   2               7                  1
## 232   41             5                   2               9                  1
## 233   25             5                   1              10                  3
## 234   33             5                   1              10                  1
## 235   28             5                   8              15                  3
## 236   59             8                   2               9                  2
## 237   40             8                   1              10                  3
## 238   41             5                   8              13                  2
## 239   38             3                   3              14                  2
## 240   23             5                   2               9                  3
## 241   40             5                   8              13                  2
## 242   41             7                   2               9                  2
## 243   24             8                   1              12                  2
## 244   20             1                   1              10                  3
## 245   38             5                   1              10                  1
## 246   56             5                   2               9                  2
## 247   58             5                   2               9                  2
## 248   32             5                   2               9                  3
## 249   40             5                   1              12                  2
## 250   45             5                   2               9                  2
## 251   41             5                   8              15                  2
## 252   42             5                   8              13                  2
## 253   59             3                   2               6                  4
## 254   19             3                   1              10                  3
## 255   58             5                   1              10                  3
## 256   42             7                   2               9                  2
## 257   20             5                   2               9                  3
## 258   32             5                   2               9                  1
## 259   45             5                   1              11                  4
## 260   50             5                   7               4                  1
## 261   36             5                   8              13                  1
## 262   45             5                   2               9                  2
## 263   17             5                   2               7                  3
## 264   59             5                   1              10                  2
## 265   26             5                   2               7                  2
## 266   37             6                   1              10                  2
## 267   19             1                   1              10                  3
## 268   64             5                   2               9                  2
## 269   33             5                   8              13                  3
## 270   33             5                   2               9                  2
## 271   61             5                   2               9                  2
## 272   17             5                   2               5                  3
## 273   50             7                   3              14                  2
## 274   27             3                   3              14                  3
## 275   30             5                   2               9                  1
## 276   43             5                   2               9                  2
## 277   44             5                   1              10                  2
## 278   35             5                   1              10                  3
## 279   25             5                   1              10                  3
## 280   24             5                   1              10                  2
## 281   22             5                   8              13                  3
## 282   42             3                   1              10                  2
## 283   34             5                   1              12                  1
## 284   60             5                   8              13                  1
## 285   21             5                   2               9                  3
## 286   57             2                   3              14                  2
## 287   41             5                   8              15                  2
## 288   50             5                   1              10                  1
## 289   25             5                   8              13                  3
## 290   50             5                   7               4                  2
## 291   36             5                   8              13                  2
## 292   31             5                   2               9                  1
## 293   29             3                   8              13                  3
## 294   21             5                   1              10                  3
## 295   27             5                   8              13                  3
## 296   65             5                   2               9                  2
## 297   37             6                   8              13                  1
## 298   39             1                   3              14                  2
## 299   24             5                   2               9                  3
## 300   38             5                   2               9                  1
## 301   48             5                   8              13                  2
## 302   21             5                   1              10                  3
## 303   31             5                   2               9                  2
## 304   55             5                   2               9                  2
## 305   24             5                   1              10                  2
## 306   43             5                   2               9                  1
## 307   26             5                   1              12                  3
## 308   46             5                   1              12                  3
## 309   35             5                   1              12                  2
## 310   41             6                   1              10                  2
## 311   26             5                   8              13                  3
## 312   34             5                   3              14                  2
## 313   19             1                   1              10                  3
## 314   36             7                   8              13                  1
## 315   22             5                   1              10                  3
## 316   24             5                   1              10                  3
## 317   77             7                   1              10                  2
## 318   22             5                   6               3                  2
## 319   29             5                   1              10                  3
## 320   62             5                   2               9                  4
## 321   39             7                   2               9                  2
## 322   43             5                   1              10                  2
## 323   35             5                   2               9                  1
## 324   29             5                   2               7                  3
## 325   76             7                   3              14                  2
## 326   63             7                   2               9                  2
## 327   23             1                   1              11                  3
## 328   43             5                   1              10                  2
## 329   58             7                   2               9                  2
## 330   66             5                   2               9                  3
## 331   41             5                   1              10                  3
## 332   26             5                   8              13                  3
## 333   47             5                   1              11                  3
## 334   55             3                   2               6                  2
## 335   53             5                   2               9                  2
## 336   17             5                   6               3                  3
## 337   30             5                   2               9                  3
## 338   49             5                   3              14                  3
## 339   19             5                   2               9                  3
## 340   45             5                   2               9                  2
## 341   26             5                   1              12                  3
## 342   38             5                   1              11                  2
## 343   36             8                   2               9                  2
## 344   33             5                   2               9                  3
## 345   22             8                   1              10                  3
## 346   43             7                   8              13                  3
## 347   67             1                   2               7                  2
## 348   30             1                   1              11                  1
## 349   56             5                   1              12                  2
## 350   31             5                   8              13                  3
## 351   33             5                   8              13                  2
## 352   26             5                   2               9                  2
## 353   33             5                   8              13                  2
## 354   46             3                   2               7                  2
## 355   59             1                   8              13                  2
## 356   38             2                   2               9                  2
## 357   65             5                   2               7                  4
## 358   40             5                   1              11                  2
## 359   42             5                   2               9                  2
## 360   26             7                   2               5                  2
## 361   36             5                   2               6                  2
## 362   62             5                   3              14                  2
## 363   43             5                   8              13                  2
## 364   43             5                   8              13                  1
## 365   22             5                   2               9                  2
## 366   28             5                   2               9                  2
## 367   56             7                   1              10                  2
## 368   22             5                   1              12                  3
## 369   57             5                   8              13                  1
## 370   39             5                   2               9                  1
## 371   26             2                   1              10                  3
## 372   17             5                   2               7                  3
## 373   40             8                   1              11                  2
## 374   45             5                   2               9                  2
## 375   44             5                   2               9                  3
## 376   20             3                   1              10                  3
## 377   33             5                   2               9                  2
## 378   23             5                   1              10                  3
## 379   46             7                   3              14                  1
## 380   38             5                   2               9                  2
## 381   54             5                   2               9                  1
## 382   46             5                   6               3                  1
## 383   25             5                   1              10                  2
## 384   46             5                   1              10                  1
## 385   36             3                   1              10                  2
## 386   23             5                   2               9                  3
## 387   29             5                   2               9                  1
## 388   44             5                   1              10                  2
## 389   19             5                   1              10                  3
## 390   19             5                   2               9                  3
## 391   35             5                   2               9                  2
## 392   27             5                   8              13                  3
## 393   46             7                   1              12                  1
## 394   34             8                   8              13                  2
## 395   34             5                   2               9                  3
## 396   44             5                   1              10                  2
## 397   45             5                   1              10                  1
## 398   20             1                   2               9                  3
## 399   25             5                   8              13                  2
## 400   52             6                   8              13                  2
## 401   20             5                   1              10                  3
## 402   28             5                   1              10                  3
## 403   50             8                   8              13                  2
## 404   34             5                   1              11                  1
## 405   28             5                   7               4                  2
## 406   41             5                   3              14                  2
## 407   28             5                   2               9                  2
## 408   46             7                   2               9                  2
## 409   28             1                   1              10                  2
## 410   32             5                   1              10                  2
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## 6966  32             5                   8              15                  2
## 6967  27             5                   2               6                  1
## 6968  60             5                   7               4                  1
## 6969  31             5                   2               9                  2
## 6970  46             5                   1              12                  2
## 6971  40             3                   2               9                  3
## 6972  39             5                   1              10                  2
## 6973  69             7                   7               4                  2
## 6974  54             6                   8              13                  2
## 6975  56             5                   2               9                  1
## 6976  47             2                   1              10                  1
## 6977  25             5                   1              12                  3
## 6978  34             7                   2               9                  2
## 6979  24             7                   7               4                  3
## 6980  63             5                   1              10                  2
## 6981  29             3                   3              14                  2
## 6982  64             5                   1              10                  2
## 6983  44             5                   8              13                  3
## 6984  26             5                   2               9                  3
## 6985  36             5                   2               6                  1
## 6986  55             8                   8              13                  2
## 6987  37             5                   2               9                  2
## 6988  37             5                   2               6                  3
## 6989  63             5                   8              13                  2
## 6990  33             5                   2               9                  2
## 6991  19             5                   1              10                  3
## 6992  57             3                   3              14                  2
## 6993  31             5                   1              12                  2
## 6994  20             1                   1              10                  3
## 6995  58             3                   2               9                  2
## 6996  20             1                   1              10                  3
## 6997  25             5                   1              10                  2
## 6998  40             5                   2               9                  1
## 6999  18             5                   2               7                  3
## 7000  26             5                   2               9                  3
## 7001  29             5                   5              16                  2
## 7002  45             3                   8              13                  2
## 7003  35             8                   1              10                  3
## 7004  32             5                   1              10                  1
## 7005  61             7                   2               9                  4
## 7006  26             8                   8              13                  3
## 7007  56             5                   2               9                  2
## 7008  22             5                   1              10                  2
## 7009  49             5                   8              13                  2
## 7010  40             5                   2               9                  2
## 7011  37             5                   2               9                  1
## 7012  23             1                   8              13                  3
## 7013  28             5                   8              13                  2
## 7014  27             5                   2               9                  2
## 7015  34             6                   1              11                  1
## 7016  49             5                   2               5                  2
## 7017  41             5                   1              10                  3
## 7018  28             5                   8              13                  3
## 7019  38             5                   1              10                  2
## 7020  47             8                   1              12                  2
## 7021  28             3                   2               9                  2
## 7022  44             8                   3              14                  2
## 7023  41             2                   8              13                  1
## 7024  50             5                   8              15                  2
## 7025  73             7                   2               9                  4
## 7026  21             5                   1              10                  3
## 7027  38             5                   2               9                  1
## 7028  64             1                   3              14                  2
## 7029  47             5                   1              10                  1
## 7030  52             5                   1              10                  2
## 7031  24             5                   8              13                  3
## 7032  44             5                   8              13                  2
## 7033  27             5                   7               4                  1
## 7034  61             7                   1              10                  2
## 7035  58             5                   8              13                  2
## 7036  51             5                   8              13                  3
## 7037  49             5                   1              10                  1
## 7038  23             5                   1              10                  3
## 7039  19             5                   1              11                  3
## 7040  21             5                   2               9                  3
## 7041  56             5                   2               7                  1
## 7042  35             5                   2               8                  2
## 7043  37             2                   1              10                  1
## 7044  41             5                   5              16                  1
## 7045  30             5                   2               7                  2
## 7046  35             5                   5              16                  2
## 7047  47             5                   1              10                  2
## 7048  59             6                   2               6                  4
## 7049  55             5                   2               7                  2
## 7050  22             1                   1              11                  3
## 7051  31             5                   2               6                  3
## 7052  30             5                   3              14                  2
## 7053  24             5                   8              13                  3
## 7054  49             7                   1              10                  2
## 7055  23             5                   7               4                  3
## 7056  50             5                   2               9                  1
## 7057  38             5                   8              13                  3
## 7058  20             7                   1              10                  3
## 7059  49             7                   1              10                  2
## 7060  45             5                   2               9                  4
## 7061  46             2                   8              13                  2
## 7062  19             5                   2               9                  3
## 7063  31             2                   8              13                  3
## 7064  38             5                   2               9                  1
## 7065  56             7                   3              14                  2
## 7066  24             5                   8              13                  3
## 7067  58             3                   2               9                  2
## 7068  28             5                   2               9                  2
## 7069  22             5                   2               9                  2
## 7070  46             5                   2               9                  1
## 7071  30             5                   4               1                  3
## 7072  56             5                   8              13                  2
## 7073  32             5                   2               9                  2
## 7074  56             5                   2               9                  2
## 7075  50             5                   1              10                  2
## 7076  28             1                   2               9                  1
## 7077  30             5                   8              13                  3
## 7078  24             5                   2               9                  3
## 7079  42             2                   1              11                  1
## 7080  31             7                   2               9                  2
## 7081  18             5                   2               7                  3
## 7082  46             5                   2               6                  3
## 7083  31             5                   8              13                  3
## 7084  38             3                   8              13                  2
## 7085  44             3                   3              14                  2
## 7086  55             6                   8              13                  2
## 7087  19             5                   2               9                  3
## 7088  45             5                   3              14                  1
## 7089  50             6                   1              10                  2
## 7090  53             5                   2               5                  2
## 7091  41             6                   8              13                  2
## 7092  45             5                   1              10                  1
## 7093  21             5                   2               6                  3
## 7094  37             5                   8              13                  2
## 7095  42             2                   2               9                  1
## 7096  37             7                   2               9                  2
## 7097  46             5                   8              13                  1
## 7098  45             7                   1              11                  2
## 7099  32             5                   1              10                  3
## 7100  30             5                   8              15                  2
## 7101  57             1                   8              13                  2
## 7102  37             5                   2               9                  1
## 7103  18             1                   1              10                  3
## 7104  32             5                   1              10                  2
## 7105  43             5                   8              13                  2
## 7106  46             5                   3              14                  1
## 7107  36             1                   2               9                  1
## 7108  33             5                   3              14                  3
## 7109  48             5                   2               9                  3
## 7110  34             5                   2               9                  2
## 7111  34             3                   1              10                  3
## 7112  33             5                   2               9                  1
## 7113  36             5                   8              13                  2
## 7114  23             5                   2               9                  3
## 7115  39             5                   2               9                  2
## 7116  22             5                   1              12                  3
## 7117  19             5                   2               9                  3
## 7118  47             5                   2               9                  2
## 7119  46             5                   1              11                  3
## 7120  47             5                   3              14                  1
## 7121  47             7                   5              16                  2
## 7122  52             3                   1              10                  1
## 7123  38             7                   2               5                  2
## 7124  58             5                   2               9                  2
## 7125  32             5                   6               3                  2
## 7126  54             7                   1              11                  2
## 7127  20             5                   1              10                  3
## 7128  25             5                   1              12                  3
## 7129  25             7                   2               5                  3
## 7130  36             8                   8              13                  1
## 7131  69             7                   2               9                  2
## 7132  28             5                   8              13                  2
## 7133  20             5                   1              10                  3
## 7134  21             5                   7               4                  3
## 7135  37             5                   8              13                  2
## 7136  21             5                   2               9                  3
## 7137  25             1                   1              12                  2
## 7138  39             5                   2               9                  2
## 7139  34             5                   1              11                  2
## 7140  33             3                   2               9                  2
## 7141  47             5                   2               9                  2
## 7142  29             5                   1              11                  3
##      occupation_num household_role_num race_num gender_num hours_per_week
## 1                 2                  3        2          2             40
## 2                 3                  1        2          2             13
## 3                 4                  3        2          2             40
## 4                 4                  1        3          2             40
## 5                 3                  2        3          1             40
## 6                 3                  2        2          1             40
## 7                 4                  3        3          1             16
## 8                 3                  1        2          2             45
## 9                 3                  3        2          1             50
## 10                3                  1        2          2             40
## 11                3                  1        3          2             80
## 12                3                  1        5          2             40
## 13                2                  6        2          1             30
## 14                3                  3        3          2             50
## 15                5                  1        5          2             40
## 16                5                  1        4          2             45
## 17                1                  6        2          2             35
## 18                5                  4        2          2             40
## 19                3                  1        2          2             50
## 20                3                  4        2          1             45
## 21                3                  1        2          2             60
## 22                4                  4        3          1             20
## 23                1                  1        3          2             40
## 24                5                  1        2          2             40
## 25                3                  4        2          1             40
## 26                3                  1        2          2             40
## 27                5                  6        2          2             40
## 28                6                  1        5          2             60
## 29                3                  3        2          2             80
## 30                5                  1        2          2             40
## 31                3                  3        2          2             52
## 32                3                  6        3          2             44
## 33                3                  6        2          2             40
## 34                2                  6        2          2             40
## 35                4                  1        3          2             15
## 36                5                  4        2          2             40
## 37                5                  6        2          2             40
## 38                2                  2        2          1             25
## 39                3                  1        2          2             38
## 40                3                  1        2          2             40
## 41                5                  1        2          2             43
## 42                3                  1        2          2             40
## 43                3                  1        2          2             50
## 44                2                  4        2          1             40
## 45                4                  3        2          2             35
## 46                3                  1        3          2             40
## 47                5                  1        2          2             38
## 48                3                  4        2          1             40
## 49                5                  1        2          2             40
## 50                3                  3        2          2             43
## 51                3                  2        1          1             40
## 52                4                  6        2          1             30
## 53                3                  2        2          1             60
## 54                3                  3        2          2             55
## 55                3                  3        2          2             60
## 56                3                  1        2          2             40
## 57                5                  1        2          2             40
## 58                4                  1        2          2             40
## 59                2                  1        2          2             48
## 60                5                  1        2          2             40
## 61                3                  1        2          2             40
## 62                6                  3        2          2             40
## 63                5                  1        2          2             40
## 64                3                  1        2          2             45
## 65                3                  3        2          2             58
## 66                5                  1        2          2             40
## 67                2                  3        2          1             40
## 68                2                  2        2          1             40
## 69                3                  1        2          2             50
## 70                6                  6        2          2             40
## 71                3                  6        2          2             32
## 72                3                  6        3          1             40
## 73                3                  1        2          2             70
## 74                5                  3        2          2             40
## 75                3                  5        2          2             20
## 76                4                  6        2          2             40
## 77                2                  1        2          2             40
## 78                6                  1        2          2              2
## 79                4                  6        2          1             22
## 80                1                  1        2          2             40
## 81                3                  3        2          2             30
## 82                4                  1        2          2             40
## 83                4                  2        2          1             40
## 84                3                  1        2          2             48
## 85                5                  3        2          1             40
## 86                3                  6        2          1             35
## 87                3                  1        2          2             40
## 88                3                  1        2          2             50
## 89                3                  3        2          2             40
## 90                3                  3        2          1             50
## 91                3                  1        2          2             40
## 92                5                  4        2          1             40
## 93                5                  4        3          1             25
## 94                3                  2        5          1             35
## 95                3                  1        2          2             40
## 96                4                  3        2          2             50
## 97                3                  1        2          2             60
## 98                3                  1        2          2             48
## 99                3                  4        2          1             40
## 100               4                  6        3          2             40
## 101               3                  1        2          2             40
## 102               3                  1        2          2             60
## 103               3                  3        2          1             50
## 104               3                  6        2          1             40
## 105               5                  3        2          2             40
## 106               5                  1        2          2             40
## 107               6                  6        2          1             32
## 108               4                  6        2          2             40
## 109               2                  3        2          1             40
## 110               4                  1        2          2             40
## 111               3                  5        2          2             40
## 112               3                  1        2          2             40
## 113               4                  1        2          2             50
## 114               3                  2        2          1             25
## 115               5                  6        2          1             40
## 116               4                  1        2          2             50
## 117               3                  1        2          2             50
## 118               5                  1        3          2             40
## 119               3                  1        2          2             56
## 120               5                  3        2          2             41
## 121               4                  6        2          1             40
## 122               3                  1        2          2             60
## 123               3                  6        3          2             40
## 124               3                  1        2          2             50
## 125               4                  6        3          2             35
## 126               3                  2        2          1             40
## 127               2                  6        2          1             28
## 128               2                  1        2          2             40
## 129               6                  1        2          2             40
## 130               5                  3        2          2             40
## 131               3                  3        2          1             60
## 132               4                  3        2          1             40
## 133               5                  1        2          2             35
## 134               3                  1        2          2             50
## 135               3                  3        3          1             36
## 136               3                  1        2          2             40
## 137               5                  1        2          2             60
## 138               2                  2        2          1             35
## 139               3                  6        2          2             20
## 140               5                  1        5          2             40
## 141               5                  1        2          2             40
## 142               3                  6        2          1             40
## 143               4                  6        2          2             30
## 144               3                  3        2          1             40
## 145               3                  5        2          2             40
## 146               5                  4        3          1             30
## 147               4                  1        2          2             24
## 148               4                  4        2          1             24
## 149               5                  1        2          2             40
## 150               6                  3        2          1             40
## 151               2                  4        2          1             38
## 152               2                  3        2          1             40
## 153               3                  5        5          1             40
## 154               5                  6        2          2             35
## 155               6                  3        2          2             45
## 156               5                  1        2          2             46
## 157               4                  3        2          2             40
## 158               3                  4        3          2              2
## 159               5                  3        2          2             60
## 160               4                  5        3          2             50
## 161               6                  3        2          1             20
## 162               4                  4        2          1             40
## 163               3                  4        5          1             40
## 164               3                  3        5          1             40
## 165               3                  1        2          2             40
## 166               4                  4        2          1             40
## 167               3                  3        2          2             42
## 168               3                  4        2          2             40
## 169               4                  6        2          2             16
## 170               3                  3        2          1             20
## 171               4                  3        2          2             40
## 172               3                  1        2          2             40
## 173               3                  1        2          2             40
## 174               5                  3        2          2             50
## 175               3                  1        2          2             40
## 176               3                  4        2          1             25
## 177               5                  6        3          2             40
## 178               4                  3        3          2             40
## 179               4                  6        2          2             12
## 180               3                  1        2          2             65
## 181               3                  1        3          2             38
## 182               2                  3        2          1             40
## 183               5                  3        3          2             45
## 184               5                  1        2          2             40
## 185               2                  1        2          2             42
## 186               2                  1        3          2             40
## 187               3                  3        2          1             40
## 188               6                  3        2          1             50
## 189               3                  2        2          1             50
## 190               3                  1        2          2              1
## 191               5                  3        3          1             28
## 192               5                  1        2          2             40
## 193               5                  1        3          2             40
## 194               3                  1        2          2             45
## 195               3                  1        2          2             24
## 196               5                  5        2          2             40
## 197               5                  3        2          2             40
## 198               3                  3        2          1             55
## 199               3                  5        2          2             40
## 200               3                  3        2          2             40
## 201               3                  3        2          1             40
## 202               6                  6        2          2             40
## 203               3                  1        2          2             50
## 204               3                  3        2          1             40
## 205               2                  4        2          1             35
## 206               3                  6        2          1             40
## 207               4                  1        3          2             36
## 208               5                  3        2          2             60
## 209               3                  2        2          1             35
## 210               3                  6        2          1             12
## 211               5                  1        3          2             40
## 212               5                  1        2          2             40
## 213               3                  3        4          1             40
## 214               5                  1        5          2             40
## 215               5                  1        2          2             40
## 216               3                  3        3          2             60
## 217               3                  3        2          1             40
## 218               3                  1        2          2             50
## 219               3                  1        2          2             55
## 220               5                  3        2          2             40
## 221               4                  1        2          2             40
## 222               6                  3        2          2             40
## 223               4                  3        3          2             40
## 224               2                  1        3          2             20
## 225               5                  3        2          1             35
## 226               3                  6        2          1             40
## 227               6                  3        4          1             10
## 228               1                  1        2          2             50
## 229               2                  3        2          1             20
## 230               2                  3        2          1             40
## 231               5                  3        3          2             40
## 232               3                  4        3          1             38
## 233               2                  3        2          2             42
## 234               5                  5        1          1             40
## 235               3                  3        2          2             55
## 236               4                  1        2          2             40
## 237               2                  3        2          1             38
## 238               3                  1        2          2             50
## 239               3                  1        2          2             70
## 240               5                  6        2          2             40
## 241               3                  1        2          2             40
## 242               4                  2        2          1             20
## 243               3                  1        2          2             50
## 244               6                  6        2          2             20
## 245               5                  3        2          2             40
## 246               2                  1        2          2             35
## 247               2                  1        2          2             45
## 248               4                  3        2          1             34
## 249               3                  1        2          2             60
## 250               2                  1        2          2             40
## 251               3                  2        2          1             40
## 252               2                  2        3          1             40
## 253               4                  4        3          1             30
## 254               2                  6        2          2             40
## 255               5                  3        2          2             20
## 256               1                  1        5          2             40
## 257               4                  6        2          1             40
## 258               4                  3        2          1             30
## 259               3                  3        2          1             45
## 260               5                  3        2          2             40
## 261               3                  6        2          1             40
## 262               3                  1        2          2             60
## 263               4                  6        2          2             12
## 264               3                  1        2          2             40
## 265               5                  1        2          2             40
## 266               3                  1        5          2             75
## 267               6                  6        2          2             24
## 268               3                  1        2          2             40
## 269               3                  3        2          1             45
## 270               5                  2        2          1             40
## 271               3                  1        2          2             40
## 272               4                  6        2          2             24
## 273               1                  1        2          2             98
## 274               3                  6        2          2             35
## 275               3                  6        2          1             40
## 276               4                  1        3          2             40
## 277               5                  1        2          2             40
## 278               3                  3        2          1             40
## 279               3                  6        2          1             40
## 280               5                  2        2          1             48
## 281               3                  3        2          1             15
## 282               5                  1        2          2             40
## 283               3                  4        3          1             45
## 284               3                  3        2          1             42
## 285               4                  6        2          2             40
## 286               3                  1        2          2             40
## 287               3                  1        2          2             60
## 288               4                  3        2          2             45
## 289               3                  3        2          1             40
## 290               5                  1        2          2             40
## 291               3                  1        2          2             45
## 292               3                  3        2          1             40
## 293               3                  3        2          2             56
## 294               3                  6        2          2             45
## 295               3                  4        3          1             40
## 296               5                  1        2          2             16
## 297               3                  3        2          1             60
## 298               6                  2        5          1             40
## 299               5                  6        2          2             40
## 300               3                  3        2          2             80
## 301               2                  1        2          2             40
## 302               4                  3        5          1             25
## 303               5                  1        2          2             45
## 304               3                  1        2          2             40
## 305               2                  2        5          1             40
## 306               2                  3        2          1             40
## 307               3                  3        2          2             45
## 308               3                  3        2          1             33
## 309               2                  1        2          2             40
## 310               1                  1        2          2             54
## 311               3                  3        2          2             40
## 312               3                  1        5          2             35
## 313               6                  6        3          1             25
## 314               3                  3        3          1             40
## 315               3                  6        2          2             15
## 316               5                  3        2          2             40
## 317               3                  1        2          2             40
## 318               5                  5        2          1             40
## 319               3                  3        2          1             40
## 320               4                  3        2          1             24
## 321               3                  1        2          2             40
## 322               5                  1        2          2             50
## 323               5                  3        2          2             45
## 324               3                  3        2          1             40
## 325               5                  1        2          2             10
## 326               1                  1        2          2             45
## 327               6                  6        3          1             15
## 328               3                  2        2          1             50
## 329               4                  1        2          2             40
## 330               5                  3        2          2             55
## 331               5                  3        3          2             45
## 332               2                  3        2          2             40
## 333               4                  3        2          2             40
## 334               2                  1        2          2             40
## 335               5                  1        2          2             40
## 336               4                  5        2          2             48
## 337               5                  5        2          2             40
## 338               3                  3        2          2             60
## 339               3                  4        3          2             30
## 340               4                  1        3          2             40
## 341               3                  3        2          2             40
## 342               5                  1        2          2             40
## 343               3                  1        2          2             40
## 344               1                  3        2          2             20
## 345               3                  6        3          1             40
## 346               3                  3        2          2             42
## 347               6                  1        2          2              8
## 348               6                  4        2          1             40
## 349               4                  3        2          2             25
## 350               3                  6        2          2             25
## 351               3                  1        2          2             40
## 352               4                  1        2          2             40
## 353               3                  1        2          2             40
## 354               5                  1        2          2             30
## 355               6                  1        2          2             40
## 356               2                  1        2          2             40
## 357               4                  4        1          2             40
## 358               3                  1        2          2             40
## 359               2                  2        2          1             35
## 360               5                  1        2          2             40
## 361               4                  2        2          1             24
## 362               3                  1        2          2             40
## 363               5                  1        2          2             45
## 364               3                  3        2          2             45
## 365               3                  3        2          2             55
## 366               5                  1        2          2             40
## 367               3                  1        2          2             45
## 368               3                  3        2          1             15
## 369               3                  3        2          1             45
## 370               3                  4        2          1             40
## 371               2                  4        2          1             15
## 372               4                  6        2          2             10
## 373               5                  1        2          2             38
## 374               5                  1        3          2             40
## 375               5                  3        3          2             40
## 376               2                  6        2          1             10
## 377               5                  2        2          1             40
## 378               3                  3        2          2             40
## 379               3                  3        2          2             30
## 380               3                  1        2          2             50
## 381               5                  3        2          2             40
## 382               5                  3        2          1             45
## 383               5                  1        2          2             40
## 384               3                  3        2          1             40
## 385               5                  2        2          1             40
## 386               4                  3        2          1             25
## 387               5                  3        2          2             40
## 388               2                  2        2          1              6
## 389               2                  6        2          1             16
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## 6946              5                  1        2          2             45
## 6947              3                  1        2          2             42
## 6948              5                  3        2          2             50
## 6949              6                  3        2          1             40
## 6950              5                  1        2          2             45
## 6951              3                  1        2          2             40
## 6952              3                  6        2          1             35
## 6953              3                  4        5          1             63
## 6954              4                  4        2          1             35
## 6955              3                  1        2          2             35
## 6956              3                  3        2          1             30
## 6957              5                  1        2          2             40
## 6958              2                  1        3          2             40
## 6959              2                  4        2          2             40
## 6960              5                  4        2          2             40
## 6961              3                  1        2          2             40
## 6962              5                  1        3          2             40
## 6963              3                  1        2          2             40
## 6964              3                  2        2          1             40
## 6965              3                  1        5          2             60
## 6966              3                  1        2          2             40
## 6967              5                  3        4          2             75
## 6968              2                  3        2          1             35
## 6969              4                  1        2          2             40
## 6970              5                  1        2          2             40
## 6971              2                  6        2          1             40
## 6972              5                  1        3          2             52
## 6973              3                  1        2          2             55
## 6974              3                  1        2          2             40
## 6975              2                  3        2          1             40
## 6976              2                  3        2          1             40
## 6977              3                  3        2          1             45
## 6978              5                  1        2          2             60
## 6979              1                  6        2          2             50
## 6980              5                  1        2          2             45
## 6981              3                  1        2          2             50
## 6982              2                  1        2          2             40
## 6983              3                  3        2          2             40
## 6984              5                  5        2          2             60
## 6985              4                  3        2          1             40
## 6986              2                  1        2          2             38
## 6987              4                  2        2          1             40
## 6988              5                  3        2          2             65
## 6989              3                  2        2          1             36
## 6990              5                  1        2          2             60
## 6991              2                  6        2          1             10
## 6992              3                  2        3          1             40
## 6993              3                  1        2          2             45
## 6994              6                  6        2          1             30
## 6995              3                  1        2          2             40
## 6996              6                  6        2          1             20
## 6997              3                  1        2          2             40
## 6998              2                  4        2          1             40
## 6999              4                  6        2          2             20
## 7000              2                  3        2          2             40
## 7001              3                  1        2          2             50
## 7002              3                  1        3          2             40
## 7003              2                  6        2          1             38
## 7004              5                  4        2          2             45
## 7005              4                  5        2          1             40
## 7006              3                  3        2          2             15
## 7007              5                  1        2          2             40
## 7008              2                  6        5          1             39
## 7009              5                  1        3          2             48
## 7010              4                  2        2          1             12
## 7011              3                  6        2          2             40
## 7012              6                  6        2          2             50
## 7013              3                  1        2          2             60
## 7014              5                  1        2          2             40
## 7015              3                  4        2          1             40
## 7016              4                  1        2          2             45
## 7017              5                  6        5          2             40
## 7018              2                  3        2          2             21
## 7019              3                  1        2          2             55
## 7020              3                  1        2          2             40
## 7021              3                  1        2          2             40
## 7022              3                  1        2          2             50
## 7023              3                  3        2          2             40
## 7024              3                  1        2          2             36
## 7025              5                  3        2          2             24
## 7026              4                  6        3          2             40
## 7027              2                  4        2          1             40
## 7028              6                  1        2          2              2
## 7029              3                  4        2          1             40
## 7030              5                  1        2          2             60
## 7031              3                  3        2          2             45
## 7032              3                  1        2          2             40
## 7033              5                  4        2          2             40
## 7034              3                  1        3          2             60
## 7035              3                  1        2          2             40
## 7036              3                  3        2          1             43
## 7037              3                  4        2          1             55
## 7038              2                  6        3          2             20
## 7039              2                  6        3          1             40
## 7040              1                  3        2          2             53
## 7041              3                  3        2          1             40
## 7042              5                  1        2          2             40
## 7043              3                  4        4          1             20
## 7044              3                  4        2          1             50
## 7045              3                  1        2          2             40
## 7046              3                  2        2          1             20
## 7047              5                  1        2          2             40
## 7048              3                  4        2          1             50
## 7049              5                  1        2          2             32
## 7050              6                  6        5          2             20
## 7051              2                  4        3          1             40
## 7052              2                  1        2          2             40
## 7053              3                  6        2          2             48
## 7054              5                  1        2          2             40
## 7055              5                  3        2          2             25
## 7056              2                  4        2          1             35
## 7057              2                  3        3          2             40
## 7058              3                  5        5          1             20
## 7059              5                  1        2          2             50
## 7060              4                  5        5          1             50
## 7061              3                  1        5          2             50
## 7062              4                  6        2          1             30
## 7063              3                  6        2          1             40
## 7064              4                  4        2          1             40
## 7065              5                  1        2          2             50
## 7066              3                  6        2          2             40
## 7067              3                  1        2          2             50
## 7068              4                  1        2          2             40
## 7069              4                  1        2          2             40
## 7070              5                  3        2          2             40
## 7071              1                  3        2          2             40
## 7072              2                  1        2          2             45
## 7073              5                  1        5          2             40
## 7074              5                  1        2          2             44
## 7075              3                  1        2          2             40
## 7076              6                  4        3          1             30
## 7077              2                  3        2          1             40
## 7078              5                  6        2          2             40
## 7079              3                  4        4          1             40
## 7080              5                  1        2          2             40
## 7081              3                  6        1          1             20
## 7082              4                  3        2          1             25
## 7083              3                  3        2          1             65
## 7084              3                  2        2          1             40
## 7085              3                  1        2          2             40
## 7086              3                  1        2          2             50
## 7087              4                  6        2          2             20
## 7088              3                  3        2          1             40
## 7089              5                  1        2          2             70
## 7090              4                  1        2          2             40
## 7091              3                  1        2          2             65
## 7092              4                  4        3          1             40
## 7093              2                  3        2          1             39
## 7094              3                  2        2          1             40
## 7095              2                  4        3          1             40
## 7096              3                  1        2          2             30
## 7097              5                  3        2          2             40
## 7098              1                  1        2          2             60
## 7099              3                  3        2          1             20
## 7100              3                  1        2          2             50
## 7101              6                  1        2          2             80
## 7102              5                  3        2          1             56
## 7103              6                  6        2          1             40
## 7104              3                  1        2          2             40
## 7105              3                  1        2          2             40
## 7106              3                  4        2          1             50
## 7107              6                  4        2          1             28
## 7108              3                  3        2          1             40
## 7109              2                  3        2          1             40
## 7110              3                  1        2          1             40
## 7111              3                  3        2          2             50
## 7112              1                  3        2          2             40
## 7113              3                  2        2          1             60
## 7114              3                  3        2          2             55
## 7115              3                  1        2          2             40
## 7116              3                  6        2          1             25
## 7117              1                  6        2          2             20
## 7118              3                  1        2          2             45
## 7119              5                  3        2          2             50
## 7120              3                  3        2          1              6
## 7121              3                  1        2          2             35
## 7122              5                  3        2          1             40
## 7123              5                  1        2          2             40
## 7124              3                  1        2          2             40
## 7125              4                  1        2          2             40
## 7126              3                  5        2          1             10
## 7127              2                  3        2          2             25
## 7128              3                  3        2          2             48
## 7129              5                  3        2          2             15
## 7130              3                  3        2          2             44
## 7131              3                  1        2          2             30
## 7132              3                  2        2          1             45
## 7133              2                  6        2          1             20
## 7134              1                  4        2          2             40
## 7135              3                  1        2          2             40
## 7136              5                  6        2          2             32
## 7137              6                  1        2          2             13
## 7138              4                  5        3          1             40
## 7139              4                  1        2          2             40
## 7140              5                  1        2          2             40
## 7141              5                  1        2          2             50
## 7142              2                  3        2          1             40
##      native_region_num income capital_gain_log capital_loss_log
## 1                    4      0         7.684784         0.000000
## 2                    4      0         0.000000         0.000000
## 3                    4      0         0.000000         0.000000
## 4                    4      0         0.000000         0.000000
## 5                    1      0         0.000000         0.000000
## 6                    4      0         0.000000         0.000000
## 7                    1      0         0.000000         0.000000
## 8                    4      1         0.000000         0.000000
## 9                    4      1         9.552866         0.000000
## 10                   4      1         8.552367         0.000000
## 11                   4      1         0.000000         0.000000
## 12                   5      1         0.000000         0.000000
## 13                   4      0         0.000000         0.000000
## 14                   4      0         0.000000         0.000000
## 15                   1      1         0.000000         0.000000
## 16                   4      0         0.000000         0.000000
## 17                   4      0         0.000000         0.000000
## 18                   4      0         0.000000         0.000000
## 19                   4      0         0.000000         0.000000
## 20                   4      1         0.000000         0.000000
## 21                   4      1         0.000000         0.000000
## 22                   4      0         0.000000         0.000000
## 23                   4      0         0.000000         0.000000
## 24                   4      0         0.000000         7.622175
## 25                   4      0         0.000000         0.000000
## 26                   4      1         0.000000         0.000000
## 27                   4      0         0.000000         0.000000
## 28                   6      1         0.000000         0.000000
## 29                   4      0         0.000000         0.000000
## 30                   4      0         0.000000         0.000000
## 31                   4      0         0.000000         0.000000
## 32                   4      0         0.000000         0.000000
## 33                   4      0         0.000000         7.250636
## 34                   4      0         0.000000         0.000000
## 35                   4      0         0.000000         0.000000
## 36                   7      0         0.000000         0.000000
## 37                   4      0         0.000000         0.000000
## 38                   4      0         0.000000         0.000000
## 39                   1      1         0.000000         0.000000
## 40                   4      0         0.000000         0.000000
## 41                   4      0         0.000000         0.000000
## 42                   4      0         0.000000         0.000000
## 43                   4      0         0.000000         0.000000
## 44                   4      0         0.000000         0.000000
## 45                   4      0         0.000000         0.000000
## 46                   4      1         0.000000         0.000000
## 47                   4      0         0.000000         0.000000
## 48                   4      0         0.000000         0.000000
## 49                   4      0         0.000000         0.000000
## 50                   4      0         0.000000         0.000000
## 51                   4      0         0.000000         0.000000
## 52                   1      0         0.000000         0.000000
## 53                   1      1         0.000000         7.551187
## 54                   4      1         0.000000         0.000000
## 55                   4      0         0.000000         0.000000
## 56                   4      1         0.000000         0.000000
## 57                   4      0         0.000000         0.000000
## 58                   7      0         0.000000         0.000000
## 59                   4      0         0.000000         0.000000
## 60                   4      0         8.519989         0.000000
## 61                   4      0         7.786552         0.000000
## 62                   1      0         0.000000         0.000000
## 63                   4      0         0.000000         0.000000
## 64                   4      1         0.000000         0.000000
## 65                   4      0         0.000000         0.000000
## 66                   4      0         0.000000         0.000000
## 67                   4      0         0.000000         0.000000
## 68                   4      1         0.000000         0.000000
## 69                   4      1         0.000000         0.000000
## 70                   4      0         0.000000         0.000000
## 71                   4      0         0.000000         0.000000
## 72                   4      0         0.000000         0.000000
## 73                   4      1         0.000000         0.000000
## 74                   4      0         0.000000         0.000000
## 75                   4      0         0.000000         0.000000
## 76                   4      0         0.000000         0.000000
## 77                   4      0         0.000000         0.000000
## 78                   4      0         0.000000         0.000000
## 79                   4      0         0.000000         0.000000
## 80                   4      0         0.000000         0.000000
## 81                   4      0         0.000000         0.000000
## 82                   1      0         0.000000         0.000000
## 83                   4      0         0.000000         0.000000
## 84                   4      0         0.000000         0.000000
## 85                   4      1         9.571157         0.000000
## 86                   4      0         0.000000         0.000000
## 87                   4      1         0.000000         0.000000
## 88                   4      0         0.000000         0.000000
## 89                   4      0         0.000000         0.000000
## 90                   4      1         0.000000         0.000000
## 91                   4      0         0.000000         0.000000
## 92                   4      0         0.000000         0.000000
## 93                   4      0         0.000000         0.000000
## 94                   1      0         0.000000         7.361375
## 95                   4      1         0.000000         0.000000
## 96                   4      0         0.000000         0.000000
## 97                   4      1         0.000000         7.551187
## 98                   4      1         0.000000         0.000000
## 99                   3      0         0.000000         0.000000
## 100                  4      0         0.000000         0.000000
## 101                  4      1         0.000000         0.000000
## 102                  4      1         9.617471         0.000000
## 103                  4      0         0.000000         0.000000
## 104                  4      0         0.000000         0.000000
## 105                  4      0         0.000000         0.000000
## 106                  4      1         8.947546         0.000000
## 107                  4      0        10.436935         0.000000
## 108                  4      0         0.000000         0.000000
## 109                  4      0         0.000000         0.000000
## 110                  4      0         0.000000         0.000000
## 111                  4      0         0.000000         0.000000
## 112                  4      1         0.000000         0.000000
## 113                  4      1         0.000000         7.543273
## 114                  4      0         8.310169         0.000000
## 115                  4      0         0.000000         0.000000
## 116                  4      0         0.000000         0.000000
## 117                  4      0         0.000000         0.000000
## 118                  4      1         0.000000         0.000000
## 119                  4      0         0.000000         0.000000
## 120                  4      0         0.000000         0.000000
## 121                  4      0         0.000000         0.000000
## 122                  4      0         0.000000         0.000000
## 123                  3      0         0.000000         0.000000
## 124                  4      1         0.000000         0.000000
## 125                  4      0         0.000000         0.000000
## 126                  4      1         0.000000         0.000000
## 127                  4      0         0.000000         7.450080
## 128                  4      1         0.000000         0.000000
## 129                  4      0         0.000000         0.000000
## 130                  4      0         0.000000         0.000000
## 131                  4      0         0.000000         0.000000
## 132                  4      0         0.000000         7.474772
## 133                  4      0         8.386401         0.000000
## 134                  4      0         0.000000         0.000000
## 135                  4      0         0.000000         0.000000
## 136                  5      1         0.000000         0.000000
## 137                  4      0         0.000000         0.000000
## 138                  4      0         0.000000         0.000000
## 139                  4      0         0.000000         0.000000
## 140                  4      1         0.000000         0.000000
## 141                  4      0         0.000000         0.000000
## 142                  4      0         0.000000         0.000000
## 143                  4      0         0.000000         0.000000
## 144                  4      1         0.000000         7.355641
## 145                  4      0         0.000000         0.000000
## 146                  4      0         0.000000         0.000000
## 147                  4      0         0.000000         0.000000
## 148                  4      0         0.000000         0.000000
## 149                  4      0         0.000000         7.687080
## 150                  4      0         0.000000         0.000000
## 151                  4      0         0.000000         0.000000
## 152                  4      0         0.000000         0.000000
## 153                  2      0         0.000000         0.000000
## 154                  4      0         0.000000         0.000000
## 155                  4      1         0.000000         0.000000
## 156                  4      0         0.000000         0.000000
## 157                  4      0         0.000000         0.000000
## 158                  4      0         0.000000         7.504942
## 159                  4      0         0.000000         0.000000
## 160                  4      0         0.000000         0.000000
## 161                  4      0         0.000000         0.000000
## 162                  4      0         0.000000         0.000000
## 163                  4      0         0.000000         0.000000
## 164                  3      0         0.000000         0.000000
## 165                  4      1         0.000000         0.000000
## 166                  4      0         0.000000         0.000000
## 167                  4      0         0.000000         0.000000
## 168                  4      0         0.000000         0.000000
## 169                  4      0         0.000000         0.000000
## 170                  4      0         0.000000         0.000000
## 171                  4      0         0.000000         7.591357
## 172                  4      0         0.000000         0.000000
## 173                  4      1         0.000000         7.589842
## 174                  4      0         0.000000         0.000000
## 175                  4      1         0.000000         0.000000
## 176                  4      0         0.000000         0.000000
## 177                  4      0         0.000000         0.000000
## 178                  4      0         0.000000         0.000000
## 179                  4      0         0.000000         0.000000
## 180                  4      0         0.000000         0.000000
## 181                  4      1         0.000000         0.000000
## 182                  4      0         0.000000         0.000000
## 183                  4      0         0.000000         0.000000
## 184                  4      1         0.000000         0.000000
## 185                  4      1         0.000000         0.000000
## 186                  4      0         0.000000         0.000000
## 187                  4      0         0.000000         0.000000
## 188                  4      0         0.000000         0.000000
## 189                  4      0         0.000000         0.000000
## 190                  4      1         0.000000         0.000000
## 191                  4      0         0.000000         0.000000
## 192                  4      0         0.000000         0.000000
## 193                  4      0         0.000000         0.000000
## 194                  4      0         0.000000         0.000000
## 195                  4      0         0.000000         0.000000
## 196                  4      0         0.000000         0.000000
## 197                  4      0         0.000000         0.000000
## 198                  4      1         9.552866         0.000000
## 199                  4      1         8.895493         0.000000
## 200                  4      0         0.000000         0.000000
## 201                  4      0         0.000000         7.537430
## 202                  3      0         0.000000         0.000000
## 203                  4      1         0.000000         0.000000
## 204                  4      0         0.000000         7.201171
## 205                  4      0         0.000000         0.000000
## 206                  4      0         0.000000         0.000000
## 207                  4      1         8.895493         0.000000
## 208                  4      0         0.000000         0.000000
## 209                  4      1         9.617471         0.000000
## 210                  4      0         0.000000         0.000000
## 211                  4      0         0.000000         0.000000
## 212                  4      1         0.000000         0.000000
## 213                  4      0         0.000000         0.000000
## 214                  4      0         0.000000         0.000000
## 215                  4      1         0.000000         0.000000
## 216                  4      1         0.000000         0.000000
## 217                  4      0         0.000000         0.000000
## 218                  3      0         0.000000         0.000000
## 219                  4      0         0.000000         0.000000
## 220                  4      0         0.000000         0.000000
## 221                  4      0         0.000000         0.000000
## 222                  4      0         0.000000         0.000000
## 223                  4      0         0.000000         7.699389
## 224                  4      0         0.000000         0.000000
## 225                  4      0         0.000000         0.000000
## 226                  4      0         0.000000         0.000000
## 227                  4      0         0.000000         0.000000
## 228                  4      0         7.251345         0.000000
## 229                  6      0         0.000000         0.000000
## 230                  4      0         0.000000         0.000000
## 231                  4      0         8.209308         0.000000
## 232                  4      0         0.000000         0.000000
## 233                  4      0         0.000000         0.000000
## 234                  4      0         0.000000         0.000000
## 235                  4      1         0.000000         0.000000
## 236                  4      0         0.000000         0.000000
## 237                  4      0         0.000000         0.000000
## 238                  5      1         0.000000         0.000000
## 239                  4      1         0.000000         0.000000
## 240                  4      0         0.000000         0.000000
## 241                  4      1         0.000000         0.000000
## 242                  4      0         0.000000         0.000000
## 243                  4      0         0.000000         0.000000
## 244                  4      0         0.000000         0.000000
## 245                  4      0         0.000000         7.462789
## 246                  1      0         0.000000         0.000000
## 247                  4      1         0.000000         0.000000
## 248                  4      0         0.000000         0.000000
## 249                  4      1         0.000000         7.589842
## 250                  1      0         0.000000         0.000000
## 251                  4      1         0.000000         0.000000
## 252                  4      0         0.000000         0.000000
## 253                  4      0         0.000000         0.000000
## 254                  4      0         0.000000         0.000000
## 255                  4      0         0.000000         0.000000
## 256                  2      1         0.000000         0.000000
## 257                  4      0         0.000000         0.000000
## 258                  4      0         0.000000         0.000000
## 259                  4      0         0.000000         0.000000
## 260                  4      0         0.000000         0.000000
## 261                  4      0         0.000000         0.000000
## 262                  4      0         0.000000         0.000000
## 263                  4      0         0.000000         0.000000
## 264                  4      0         8.310169         0.000000
## 265                  4      0         0.000000         0.000000
## 266                  2      1         0.000000         0.000000
## 267                  4      0         0.000000         0.000000
## 268                  4      1         0.000000         0.000000
## 269                  4      0         0.000000         0.000000
## 270                  4      1         0.000000         0.000000
## 271                  4      1         0.000000         0.000000
## 272                  4      0         6.962243         0.000000
## 273                  4      0         7.786552         0.000000
## 274                  4      0         0.000000         0.000000
## 275                  4      0         0.000000         0.000000
## 276                  4      0         0.000000         0.000000
## 277                  4      1         8.895493         0.000000
## 278                  4      0         0.000000         0.000000
## 279                  4      0         0.000000         0.000000
## 280                  4      1         8.895493         0.000000
## 281                  3      0         0.000000         0.000000
## 282                  4      1         8.552367         0.000000
## 283                  4      0         0.000000         0.000000
## 284                  4      0         0.000000         0.000000
## 285                  4      0         0.000000         0.000000
## 286                  4      1         9.617471         0.000000
## 287                  4      1         0.000000         0.000000
## 288                  4      0         0.000000         0.000000
## 289                  4      0         0.000000         0.000000
## 290                  6      0         0.000000         0.000000
## 291                  4      0         0.000000         0.000000
## 292                  4      0         0.000000         0.000000
## 293                  4      0         0.000000         0.000000
## 294                  4      0         0.000000         0.000000
## 295                  4      0         0.000000         0.000000
## 296                  4      0         0.000000         0.000000
## 297                  4      0         0.000000         0.000000
## 298                  1      0         8.150468         0.000000
## 299                  4      0         0.000000         0.000000
## 300                  4      0         0.000000         0.000000
## 301                  4      1         8.947546         0.000000
## 302                  4      0         0.000000         0.000000
## 303                  4      1         0.000000         0.000000
## 304                  4      1         8.386401         0.000000
## 305                  2      0         0.000000         0.000000
## 306                  4      0         0.000000         0.000000
## 307                  4      0         0.000000         0.000000
## 308                  4      0         0.000000         0.000000
## 309                  4      1         0.000000         0.000000
## 310                  4      1         0.000000         0.000000
## 311                  4      0         0.000000         0.000000
## 312                  2      1         8.895493         0.000000
## 313                  4      0         0.000000         0.000000
## 314                  4      1         0.000000         0.000000
## 315                  4      0         0.000000         0.000000
## 316                  4      0         0.000000         0.000000
## 317                  4      0         0.000000         0.000000
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##  [ reached 'max' / getOption("max.print") -- omitted 25420 rows ]
# Fit logistic regression model
model2 <- glm(income ~ ., family = binomial, data = adult_dum)

# Calculate VIF
vif_values <- vif(model2)
vif_values
##                 age       workclass_num education_level_num     years_education 
##            1.064021            1.104549            1.497421            1.586600 
##  marital_status_num      occupation_num  household_role_num            race_num 
##            1.026590            1.198104            1.640140            1.063348 
##          gender_num      hours_per_week   native_region_num    capital_gain_log 
##            1.648998            1.075349            1.062321            1.021075 
##    capital_loss_log 
##            1.008989
# Visualize correlation matrix of predictors
# Visualize correlation matrix of predictors
cor_matrix <- cor(dplyr::select(adult_dum, -income))
corrplot(cor_matrix, method='circle')

Assumption 4: Check for Extreme Outliers with high influence

library(broom)
model <- glm(income ~ ., data = adult2, family = binomial)
plot(model, which = 4, id.n = 10)

# Extract model results
model.data <- augment(model) %>% 
  dplyr::mutate(index = dplyr::row_number())  # Use row_number() instead of n()

# Show the top 5
model.data %>% top_n(10, .cooksd)
## # A tibble: 10 × 21
##    income   age workclass     education_level years_education marital_status
##    <fct>  <dbl> <fct>         <fct>                     <dbl> <fct>         
##  1 >50K      42 LocGov        highsch                       7 divorce       
##  2 >50K      61 Private       highsch                       5 divorce       
##  3 >50K      36 Private       undergrad                    15 notmarried    
##  4 >50K      51 SelfEmpNotInc assoc                        10 divorce       
##  5 <=50K     51 Private       phd                          16 married       
##  6 >50K      46 SelfEmpNotInc undergrad                    13 divorce       
##  7 >50K      42 Private       highsch                       6 married       
##  8 >50K      53 Private       primary                       3 married       
##  9 >50K      27 SelfEmpNotInc assoc                        10 married       
## 10 >50K      22 LocGov        primary                       3 notmarried    
## # ℹ 15 more variables: occupation <fct>, household_role <fct>, race <fct>,
## #   gender <fct>, hours_per_week <dbl>, native_region <fct>,
## #   capital_gain_log <dbl>, capital_loss_log <dbl>, .fitted <dbl>,
## #   .resid <dbl>, .hat <dbl>, .sigma <dbl>, .cooksd <dbl>, .std.resid <dbl>,
## #   index <int>
# Cook's D influencial outliers
ggplot(model.data, aes(index, .std.resid)) + 
  geom_point(aes(color = income), alpha = 0.5) +
  theme_bw()

# Influence Plot and list of top influencers - Continuous
influencePlot(model, id=list(method="noteworthy", n=5, cex=.75, col=carPalette()[1], location="lr"), 
              main="Influence Plot", sub="Circle area is proportial to Cook's Distance - Continuous" )

##            StudRes          Hat        CookD
## 5386   3.112180440 1.247824e-03 3.323438e-03
## 7742   3.314233371 1.800507e-04 9.687007e-04
## 10459  2.951390005 1.945303e-03 3.179724e-03
## 11135 -0.004594035 2.593294e-01 9.648228e-08
## 12531  3.228367668 1.301133e-04 5.329337e-04
## 18537  1.922555010 3.259376e-02 3.838740e-03
## 20074 -0.002941657 3.464054e-01 6.303461e-08
## 23274  3.327380266 9.455825e-05 5.365417e-04
## 24597 -0.001745949 1.425239e-01 6.199444e-09
## 25150  3.436255742 1.390405e-04 1.126862e-03
## 31369  3.012334359 2.259192e-03 4.329866e-03
## 32215  3.686489185 1.310298e-04 2.515152e-03
## 32263 -0.001676829 1.323018e-01 5.216935e-09
## 32305 -0.007845815 9.200691e-01 1.491191e-05
# Remove influential data points
model.data %>% 
  filter(abs(.std.resid) > 3)
## # A tibble: 15 × 21
##    income   age workclass education_level years_education marital_status
##    <fct>  <dbl> <fct>     <fct>                     <dbl> <fct>         
##  1 >50K      52 Private   highsch                       9 widowed       
##  2 >50K      61 Private   highsch                       5 divorce       
##  3 >50K      19 Private   secondary                     4 notmarried    
##  4 >50K      29 Private   assoc                        10 notmarried    
##  5 >50K      39 Private   highsch                       9 notmarried    
##  6 >50K      28 Private   highsch                       5 notmarried    
##  7 >50K      61 StateGov  highsch                       7 widowed       
##  8 >50K      24 Private   highsch                       9 divorce       
##  9 >50K      27 LocGov    assoc                        10 notmarried    
## 10 >50K      54 Private   highsch                       7 divorce       
## 11 >50K      27 StateGov  highsch                       9 notmarried    
## 12 >50K      22 Private   assoc                        10 notmarried    
## 13 >50K      33 Private   secondary                     4 notmarried    
## 14 >50K      27 Private   highsch                       9 notmarried    
## 15 >50K      22 LocGov    primary                       3 notmarried    
## # ℹ 15 more variables: occupation <fct>, household_role <fct>, race <fct>,
## #   gender <fct>, hours_per_week <dbl>, native_region <fct>,
## #   capital_gain_log <dbl>, capital_loss_log <dbl>, .fitted <dbl>,
## #   .resid <dbl>, .hat <dbl>, .sigma <dbl>, .cooksd <dbl>, .std.resid <dbl>,
## #   index <int>
# Remove influential data points based on standardized residuals
adult.out <- adult2 %>% 
  slice(-which(abs(model.data$.std.resid) > 3))

model_out <- glm(income ~ ., data = adult.out, family = binomial)
plot(model_out, which = 4, id.n = 10)

# Influence Plot and list of top influencers - Continuous
influencePlot(model_out, id=list(method="noteworthy", n=5, cex=.75, col=carPalette()[1], location="lr"), 
              main="Influence Plot", sub="Circle area is proportial to Cook's Distance - Continuous" )

##            StudRes          Hat        CookD
## 4807   1.983148978 0.0198998771 2.702839e-03
## 10455  2.996330504 0.0018273002 3.402185e-03
## 11131 -0.004656880 0.2641420672 1.019222e-07
## 12805  3.016212551 0.0005107485 1.061303e-03
## 18454  2.999490886 0.0013090848 2.507563e-03
## 18528  1.984936996 0.0312428704 4.203757e-03
## 20064 -0.002968960 0.3502876077 6.547146e-08
## 23946  2.990612371 0.0002361915 4.599334e-04
## 24585 -0.001751131 0.1428122273 6.251995e-09
## 31356  3.008506119 0.0023031492 4.360378e-03
## 32248 -0.001685655 0.1331326041 5.312552e-09
## 32290 -0.008195518 0.9260482958 1.779922e-05

Assumption 5: There is a Linear Relationship Between Explanatory (continuous) Variables and the Logit (log odds) of the Response Variable

library(tidyverse)
library(broom)


# Fit the logistic regression model
model <- glm(income ~ ., data = adult_dum, family = binomial)

# Predict the probability (p) of diabetes positivity
probabilities <- predict(model, type = "response")

# Create binary predicted classes based on a threshold (e.g., 0.5)
predicted_classes <- ifelse(probabilities > 0.24, "0", "1")

# Visualize the relationship between a continuous predictor (e.g., age) and logit values
logit_values <- log(probabilities / (1 - probabilities))

# All One-Hot-Encoded variables
ggplot(adult_dum,(aes(x=logit_values,y=income)))+geom_point()+geom_smooth(method="loess",span=.9)
## `geom_smooth()` using formula = 'y ~ x'

# logit against age
ggplot(adult_dum,(aes(x=logit_values,y=age)))+geom_point()+geom_smooth(method="loess",span=.9)
## `geom_smooth()` using formula = 'y ~ x'

# logit against years_education
ggplot(adult_dum,(aes(x=logit_values,y=years_education)))+geom_point()+geom_smooth(method="loess",span=.9)
## `geom_smooth()` using formula = 'y ~ x'

# Check for linearity in continuous variables
boxTidwell(income ~ age + years_education, data = adult_dum)
## Warning in boxTidwell.default(y, X1, X2, max.iter = max.iter, tol = tol, :
## maximum iterations exceeded
##                 MLE of lambda Score Statistic (t)  Pr(>|t|)    
## age                   -1.1111             -29.978 < 2.2e-16 ***
## years_education        3.0465              19.918 < 2.2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## iterations =  26 
## 
## Score test for null hypothesis that all lambdas = 1:
## F = 660.28, df = 2 and 32557, Pr(>F) = < 2.2e-16

Post EDA/assumption check data-split to train and test sets

# Set a seed for reproducibility
set.seed(1234)

# Calculate the number of rows to select
sample_size <- round(0.8 * nrow(adult2))

# Create a random sample of indices
index <- sample(1:nrow(adult2), size = sample_size, replace = FALSE)

# Create the training set using the selected indices
training_set <- adult2[index, ]

# Create the testing set with the remaining indices
testing_set <- adult2[-index, ]
nrow(training_set)
## [1] 26050
nrow(testing_set)
## [1] 6512
testing_set
##       age     workclass education_level years_education marital_status
## 4      53       Private         highsch               7        married
## 5      28       Private       undergrad              13        married
## 8      52 SelfEmpNotInc         highsch               9        married
## 9      31       Private          master              14     notmarried
## 11     37       Private           assoc              10        married
## 12     30      StateGov       undergrad              13        married
## 17     25 SelfEmpNotInc         highsch               9     notmarried
## 19     38       Private         highsch               7        married
## 21     40       Private             phd              16        married
## 27     19       Private         highsch               9     notmarried
## 33     45       Private       undergrad              13        divorce
## 37     21       Private           assoc              10     notmarried
## 39     31       Private           assoc              10        married
## 46     57        FedGov       undergrad              13        married
## 47     53       Private         highsch               9        married
## 52     18       Private         highsch               9     notmarried
## 55     47    SelfEmpInc         highsch               9        divorce
## 56     43       Private           assoc              10        married
## 62     32    unemployed       secondary               4        married
## 66     36       Private         highsch               9        married
## 70     25    unemployed           assoc              10     notmarried
## 71     19       Private           assoc              10     notmarried
## 72     31       Private       undergrad              13        divorce
## 78     67    unemployed         highsch               6        married
## 89     30       Private         highsch               5     notmarried
## 90     43        FedGov             phd              16     notmarried
## 93     28       Private           assoc              10        divorce
## 96     29        LocGov           assoc              10     notmarried
## 98     37       Private           assoc              10        married
## 99     48       Private           assoc              12        divorce
## 104    20       Private           assoc              10     notmarried
## 112    38       Private       undergrad              15        married
## 114    28       Private           assoc              10        married
## 116    53       Private         highsch               5        married
## 117    56    SelfEmpInc           assoc              10        married
## 128    31       Private           assoc              12        married
## 132    24       Private         highsch               9     notmarried
## 136    38        FedGov          master              14        married
## 142    27       Private           assoc              10     notmarried
## 143    19       Private           assoc              10     notmarried
## 151    47        LocGov           assoc              10        divorce
## 154    21       Private         highsch               9     notmarried
## 155    52    unemployed         highsch               9        divorce
## 166    36       Private           assoc              10        divorce
## 168    46      StateGov          master              14        widowed
## 178    34       Private         highsch               9     notmarried
## 190    58      StateGov             phd              16        married
## 197    36       Private           assoc              10        divorce
## 201    26       Private          master              14     notmarried
## 205    37      StateGov         highsch               9        divorce
## 212    37       Private         highsch               9        married
## 213    35       Private           assoc              10     notmarried
## 223    90       Private         highsch               9     notmarried
## 226    18       Private         highsch               9     notmarried
## 240    23       Private         highsch               9     notmarried
## 243    24      StateGov           assoc              12        married
## 245    38       Private           assoc              10        divorce
## 246    56       Private         highsch               9        married
## 247    58       Private         highsch               9        married
## 255    58       Private           assoc              10     notmarried
## 257    20       Private         highsch               9     notmarried
## 266    37    SelfEmpInc           assoc              10        married
## 268    64       Private         highsch               9        married
## 276    43       Private         highsch               9        married
## 281    22       Private       undergrad              13     notmarried
## 283    34       Private           assoc              12        divorce
## 288    50       Private           assoc              10        divorce
## 295    27       Private       undergrad              13     notmarried
## 297    37    SelfEmpInc       undergrad              13        divorce
## 299    24       Private         highsch               9     notmarried
## 306    43       Private         highsch               9        divorce
## 309    35       Private           assoc              12        married
## 311    26       Private       undergrad              13     notmarried
## 314    36 SelfEmpNotInc       undergrad              13        divorce
## 323    35       Private         highsch               9        divorce
## 326    63 SelfEmpNotInc         highsch               9        married
## 333    47       Private           assoc              11     notmarried
## 335    53       Private         highsch               9        married
## 342    38       Private           assoc              11        married
## 343    36      StateGov         highsch               9        married
## 354    46        LocGov         highsch               7        married
## 355    59    unemployed       undergrad              13        married
## 356    38        FedGov         highsch               9        married
## 357    65       Private         highsch               7        widowed
## 360    26 SelfEmpNotInc         highsch               5        married
## 371    26        FedGov           assoc              10     notmarried
## 373    40      StateGov           assoc              11        married
## 375    44       Private         highsch               9     notmarried
## 381    54       Private         highsch               9        divorce
## 384    46       Private           assoc              10        divorce
## 388    44       Private           assoc              10        married
## 392    27       Private       undergrad              13     notmarried
## 395    34       Private         highsch               9     notmarried
## 404    34       Private           assoc              11        divorce
## 408    46 SelfEmpNotInc         highsch               9        married
## 409    28    unemployed           assoc              10        married
## 410    32       Private           assoc              10        married
## 418    30       Private         highsch               7     notmarried
## 422    17       Private         highsch               7     notmarried
## 423    32      StateGov       undergrad              13        married
## 432    17    unemployed         highsch               7     notmarried
## 444    44       Private           assoc              10        married
## 453    60       Private         highsch               9        married
## 455    44 SelfEmpNotInc         highsch               9        married
## 456    40       Private           assoc              11        married
## 462    54        LocGov         highsch               9        married
## 468    38       Private           assoc              10        married
## 470    30       Private       undergrad              13        married
## 477    17       Private         highsch               5     notmarried
## 478    22       Private           assoc              10     notmarried
## 480    23       Private         highsch               9     notmarried
## 496    41       Private         highsch               9        divorce
## 498    23       Private         primary               3     notmarried
## 502    62        LocGov         highsch               9        married
## 504    58       Private           assoc              10        divorce
## 508    43       Private           assoc              10        married
## 511    49       Private           assoc              11        married
## 512    53    unemployed         primary               3        widowed
## 524    37        LocGov           assoc              10        married
## 526    28       Private           assoc              10        married
## 527    42       Private       undergrad              13        married
## 530    44 SelfEmpNotInc          master              14        married
## 533    36       Private         highsch               9        married
## 534    41       Private           assoc              12        married
## 535    67       Private       undergrad              15        married
## 536    39        LocGov         highsch               8        married
## 538    29       Private           assoc              11        divorce
## 542    29       Private             phd              16     notmarried
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## 31846  43       Private           assoc              10        married
## 31852  42 SelfEmpNotInc       undergrad              15        divorce
## 31864  40 SelfEmpNotInc       undergrad              13        married
## 31867  34       Private         highsch               9     notmarried
## 31868  18       Private         highsch               6     notmarried
## 31880  27       Private         highsch               9        divorce
## 31885  41    SelfEmpInc          master              14        married
## 31886  35    unemployed           assoc              10     notmarried
## 31890  38       Private           assoc              12        married
## 31894  49        LocGov          master              14        widowed
## 31902  33       Private       undergrad              13     notmarried
## 31903  34       Private         highsch               6        married
## 31909  70    unemployed           assoc              10        widowed
## 31913  62    unemployed         highsch               9        married
## 31918  46       Private         highsch               5        divorce
## 31920  44       Private       secondary               4        married
## 31925  25       Private           assoc              10        married
## 31927  29       Private           assoc              11     notmarried
## 31929  45       Private         highsch               9        married
## 31932  34       Private       undergrad              13        divorce
## 31944  24       Private           assoc              10     notmarried
## 31948  68       Private           assoc              10        divorce
## 31954  37       Private       undergrad              13        married
## 31957  21       Private         highsch               7     notmarried
## 31958  26       Private         highsch               9        married
## 31965  24       Private         highsch               9     notmarried
## 31972  37 SelfEmpNotInc          master              14     notmarried
## 31976  25       Private           assoc              10     notmarried
## 31979  41       Private         highsch               9        married
## 31988  22       Private           assoc              10     notmarried
## 31990  22        FedGov           assoc              10     notmarried
## 31992  48    SelfEmpInc           assoc              10        divorce
## 32001  25       Private           assoc              10        divorce
## 32004  51    SelfEmpInc       undergrad              13        married
## 32009  58    unemployed         primary               2        married
## 32016  46       Private       undergrad              13     notmarried
## 32020  23       Private       undergrad              13     notmarried
## 32022  46       Private           assoc              12        married
## 32024  53       Private         highsch               8        divorce
## 32025  53       Private         highsch               9        married
## 32026  50       Private           assoc              10        married
## 32028  46        LocGov          master              14        divorce
## 32032  35       Private       secondary               4        married
## 32044  56        FedGov       undergrad              13        divorce
## 32050  32       Private          master              14        married
## 32055  23       Private       undergrad              13     notmarried
## 32056  34       Private         highsch               9     notmarried
## 32060  55       Private           assoc              10        married
## 32066  45       Private         highsch               8        married
## 32075  30       Private           assoc              11        married
## 32079  25       Private       undergrad              13     notmarried
## 32080  40       Private       undergrad              13        married
## 32083  49       Private           assoc              10        married
## 32085  48       Private         highsch               5        widowed
## 32087  53       Private         highsch               7        married
## 32089  21    unemployed         highsch               9     notmarried
## 32090  54 SelfEmpNotInc         highsch               9        married
## 32093  39       Private       undergrad              13        married
## 32107  45 SelfEmpNotInc           assoc              10        divorce
## 32114  54       Private       secondary               4        married
## 32115  40       Private          master              14        married
## 32118  47       Private         highsch               9        married
## 32124  44        FedGov           assoc              10     notmarried
## 32126  55       Private         highsch               9        married
## 32131  38 SelfEmpNotInc          master              14        married
## 32134  52        FedGov         highsch               9        married
## 32136  48       Private         highsch               9        divorce
## 32137  37       Private          master              14     notmarried
## 32140  47 SelfEmpNotInc       undergrad              15        married
## 32142  34       Private           assoc              10     notmarried
## 32153  22       Private         highsch               7        divorce
## 32155  34       Private         highsch               9        married
## 32159  19       Private         highsch               9     notmarried
## 32161  23       Private           assoc              10     notmarried
## 32166  51       Private           assoc              10     notmarried
## 32167  42        LocGov       undergrad              13        divorce
## 32174  34    SelfEmpInc          master              14        married
## 32180  58       Private         highsch               6        married
## 32181  19       Private           assoc              10     notmarried
## 32189  29       Private       undergrad              13     notmarried
## 32193  64      StateGov           assoc              10        divorce
## 32215  22        LocGov         primary               3     notmarried
## 32216  55       Private           assoc              10        divorce
## 32217  45       Private         highsch               9        married
## 32218  22       Private         highsch               9     notmarried
## 32225  40       Private          no_edu               1     notmarried
## 32226  51       Private         highsch               5        married
## 32230  22       Private           assoc              10     notmarried
## 32234  44        LocGov           assoc              10        divorce
## 32239  47       Private       undergrad              15        married
## 32240  36       Private         highsch               9        divorce
## 32243  33       Private         highsch               9        divorce
## 32247  32 SelfEmpNotInc           assoc              10        married
## 32249  24       Private          master              14     notmarried
## 32251  43       Private       undergrad              13        married
## 32255  31       Private           assoc              10        married
## 32259  51    SelfEmpInc       undergrad              15        married
## 32262  30       Private         highsch               9     notmarried
## 32266  37        LocGov       undergrad              13        married
## 32287  28       Private       undergrad              13     notmarried
## 32288  54        LocGov             phd              16        married
## 32292  59    unemployed           assoc              10     notmarried
## 32308  42    SelfEmpInc       undergrad              13        married
## 32310  36       Private         highsch               6        married
## 32318  63    unemployed           assoc              10        divorce
## 32320  54       Private         highsch               9        widowed
## 32321  37       Private         highsch               9        married
## 32326  31      StateGov           assoc              10     notmarried
## 32333  26       Private         highsch               9        married
## 32335  24       Private         primary               3        married
## 32338  23       Private       undergrad              13     notmarried
## 32341  75 SelfEmpNotInc          master              14        widowed
## 32343  26       Private           assoc              10        married
## 32352  60       Private       secondary               4        married
## 32357  23       Private           assoc              10     notmarried
## 32365  45       Private           assoc              11        married
## 32374  22       Private       undergrad              13     notmarried
## 32387  59        FedGov         highsch               9        married
## 32396  22       Private         highsch               9     notmarried
## 32399  24       Private         highsch               9     notmarried
## 32413  61       Private           assoc              10        divorce
## 32421  23       Private       undergrad              13     notmarried
## 32426  23       Private         primary               2        married
## 32428  41       Private         highsch               9        divorce
## 32431  61 SelfEmpNotInc       secondary               4        married
## 32435  34       Private         highsch               9     notmarried
## 32436  25       Private         highsch               9        married
## 32438  19       Private         highsch               9     notmarried
## 32440  23       Private       undergrad              13     notmarried
## 32443  25       Private           assoc              10     notmarried
## 32456  36 SelfEmpNotInc       undergrad              13        married
## 32461  62       Private         highsch               9        widowed
## 32472  28       Private           assoc              10        divorce
## 32475  36       Private           assoc              12        married
## 32478  49    unemployed         highsch               8        divorce
## 32479  21       Private           assoc              12     notmarried
## 32485  48       Private           assoc              10        divorce
## 32491  60    unemployed         highsch               5        divorce
## 32502  71       Private         highsch               5        married
## 32508  50       Private       undergrad              13        married
## 32513  20       Private         highsch               9     notmarried
## 32518  36       Private       secondary               4        married
## 32520  46       Private           assoc              10        married
## 32522  33       Private         highsch               9        married
## 32525  26       Private           assoc              12     notmarried
## 32526  81    unemployed           assoc              11        divorce
## 32535  37       Private           assoc              10        divorce
## 32550  43      StateGov           assoc              10        divorce
## 32558  40       Private         highsch               9        married
##        occupation household_role               race gender hours_per_week
## 4        lowskill        husband              black   male             40
## 5       highskill           wife              black female             40
## 8       highskill        husband              white   male             45
## 9       highskill         tenant              white female             50
## 11      highskill        husband              black   male             80
## 12      highskill        husband Asian_Pac_Islander   male             40
## 17    agriculture       depchild              white   male             35
## 19      highskill        husband              white   male             50
## 21      highskill        husband              white   male             60
## 27       midskill       depchild              white   male             40
## 33      highskill       depchild              white   male             40
## 37       midskill       depchild              white   male             40
## 39      highskill        husband              white   male             38
## 46      highskill        husband              black   male             40
## 47       midskill        husband              white   male             38
## 52       lowskill       depchild              white female             30
## 55      highskill         tenant              white   male             60
## 56      highskill        husband              white   male             40
## 62          other         tenant              white   male             40
## 66       midskill        husband              white   male             40
## 70          other       depchild              white   male             40
## 71      highskill       depchild              white   male             32
## 72      highskill       depchild              black female             40
## 78          other        husband              white   male              2
## 89      highskill         tenant              white   male             40
## 90      highskill         tenant              white female             50
## 93       midskill     single_occ              black female             25
## 96       lowskill         tenant              white   male             50
## 98      highskill        husband              white   male             48
## 99      highskill     single_occ              white female             40
## 104     highskill       depchild              white female             40
## 112     highskill        husband              white   male             40
## 114     highskill           wife              white female             25
## 116      lowskill        husband              white   male             50
## 117     highskill        husband              white   male             50
## 128      clerical        husband              white   male             40
## 132      lowskill         tenant              white female             40
## 136     highskill        husband              white   male             40
## 142     highskill       depchild              white female             40
## 143      lowskill       depchild              white   male             30
## 151      clerical     single_occ              white female             38
## 154      midskill       depchild              white   male             35
## 155         other         tenant              white   male             45
## 166      lowskill     single_occ              white female             40
## 168     highskill     single_occ              white   male             40
## 178      lowskill         tenant              black   male             40
## 190     highskill        husband              white   male              1
## 197      midskill         tenant              white   male             40
## 201     highskill         tenant              white female             40
## 205      clerical     single_occ              white female             35
## 212      midskill        husband              white   male             40
## 213     highskill         tenant             native female             40
## 223      lowskill         tenant              black   male             40
## 226     highskill       depchild              white female             40
## 240      midskill       depchild              white   male             40
## 243     highskill        husband              white   male             50
## 245      midskill         tenant              white   male             40
## 246      clerical        husband              white   male             35
## 247      clerical        husband              white   male             45
## 255      midskill         tenant              white   male             20
## 257      lowskill       depchild              white female             40
## 266     highskill        husband Asian_Pac_Islander   male             75
## 268     highskill        husband              white   male             40
## 276      lowskill        husband              black   male             40
## 281     highskill         tenant              white female             15
## 283     highskill     single_occ              black female             45
## 288      lowskill         tenant              white   male             45
## 295     highskill     single_occ              black female             40
## 297     highskill         tenant              white female             60
## 299      midskill       depchild              white   male             40
## 306      clerical         tenant              white female             40
## 309      clerical        husband              white   male             40
## 311     highskill         tenant              white   male             40
## 314     highskill         tenant              black female             40
## 323      midskill         tenant              white   male             45
## 326   agriculture        husband              white   male             45
## 333      lowskill         tenant              white   male             40
## 335      midskill        husband              white   male             40
## 342      midskill        husband              white   male             40
## 343     highskill        husband              white   male             40
## 354      midskill        husband              white   male             30
## 355         other        husband              white   male             40
## 356      clerical        husband              white   male             40
## 357      lowskill     single_occ              other   male             40
## 360      midskill        husband              white   male             40
## 371      clerical     single_occ              white female             15
## 373      midskill        husband              white   male             38
## 375      midskill         tenant              black   male             40
## 381      midskill         tenant              white   male             40
## 384     highskill         tenant              white female             40
## 388      clerical           wife              white female              6
## 392      midskill         tenant              white   male             50
## 395      lowskill         tenant              white female             35
## 404     highskill         tenant              white female             64
## 408      midskill        husband              white   male             25
## 409         other           wife              white female             40
## 410     highskill        husband              white   male             50
## 418      lowskill       depchild              white female             19
## 422      lowskill       depchild              white   male             18
## 423     highskill           wife              white female             40
## 432         other       depchild              white   male             40
## 444     highskill        husband              white   male             40
## 453      midskill        husband              white   male             40
## 455     highskill           wife              white female             40
## 456      midskill        husband Asian_Pac_Islander   male             40
## 462      midskill        husband              black   male             40
## 468      midskill        husband              white   male             40
## 470     highskill           wife              white female             16
## 477      lowskill         tenant              white   male              6
## 478      lowskill       depchild              white   male             30
## 480      lowskill     single_occ              white female             35
## 496      clerical     single_occ              white female             36
## 498      lowskill       depchild              white   male             40
## 502      midskill        husband              white   male             40
## 504      lowskill     single_occ              white female             42
## 508     highskill        husband              white   male             40
## 511      lowskill     single_occ              white   male             42
## 512         other     single_occ              black female             30
## 524     highskill        husband              white   male             45
## 526     highskill           wife              white female             40
## 527     highskill        husband              white   male             40
## 530     highskill        husband              white   male             40
## 533      lowskill        husband              black   male             40
## 534     highskill           wife              white female             50
## 535     highskill        husband              white   male             48
## 536     highskill        husband              white   male             50
## 538      midskill         tenant              white   male             40
## 542     highskill       depchild              white   male             40
## 544      midskill         tenant              white   male             40
## 547      lowskill           wife              white female              8
## 552      lowskill     single_occ              white female             40
## 553      clerical     single_occ              white female             40
## 560      lowskill        husband              white   male             40
## 565     highskill        husband              white   male             60
## 576     highskill           wife              white   male             40
## 579     highskill         tenant              white female             40
## 580      midskill        husband              white   male             45
## 583      midskill        husband              white   male             40
## 584      midskill        husband              white   male             40
## 587      clerical         tenant              white   male             60
## 590     highskill         tenant              white   male             80
## 594     highskill        husband              white   male             40
## 598     highskill        husband              white   male             50
## 603      lowskill         tenant              white female             40
## 632      lowskill     single_occ              black female             40
## 637      lowskill         tenant              white   male             40
## 638     highskill        husband              white   male             60
## 641      midskill         tenant              white   male             55
## 643      lowskill       depchild              white   male             40
## 652     highskill       relative              white   male             50
## 653     highskill        husband Asian_Pac_Islander   male             40
## 654     highskill         tenant              white female             45
## 660      midskill        husband              white   male             40
## 670      midskill         tenant              white   male             40
## 672         other       depchild              white female             20
## 681     highskill       depchild              white   male             48
## 683      midskill        husband              white   male             40
## 688     highskill           wife              white female             55
## 701     highskill         tenant              white   male             50
## 711     highskill        husband              white   male             40
## 723     highskill         tenant              white   male             40
## 724     highskill        husband              white   male             42
## 727     highskill           wife              white female             40
## 728      lowskill         tenant              white female             20
## 730     highskill        husband              white   male             59
## 736      midskill        husband              white   male             40
## 747      midskill        husband              white   male             40
## 748      clerical       depchild              black female             40
## 755      lowskill         tenant              white   male             40
## 764     highskill        husband              white   male             70
## 774     highskill           wife              white female             24
## 781      midskill        husband              white   male             40
## 785     highskill         tenant              other female             55
## 787   agriculture        husband              white   male             50
## 788      midskill       depchild              white   male             30
## 789         other        husband              white   male             16
## 800     highskill        husband              white   male             40
## 802      lowskill       depchild              black   male             30
## 813     highskill         tenant              white   male             45
## 818      midskill        husband              white   male             50
## 826      midskill     single_occ              white   male             42
## 830     highskill       depchild              white   male             40
## 832      clerical           wife              white female             40
## 834     highskill        husband              white   male             40
## 835         other         tenant              white female             24
## 839     highskill         tenant              white   male             50
## 842      midskill        husband              white   male             50
## 851     highskill         tenant              white female             40
## 852      clerical         tenant              white female             55
## 853     highskill        husband              white   male             50
## 855     highskill       depchild              white   male             50
## 857      clerical       depchild              white female             40
## 860     highskill         tenant              white female             56
## 862   agriculture        husband              white   male             40
## 870     highskill       depchild              white   male             40
## 871     highskill        husband              white   male             40
## 873     highskill        husband              white   male             40
## 881      midskill         tenant              white female             40
## 889     highskill        husband              black   male             40
## 894     highskill        husband              white   male             50
## 895   agriculture        husband              white   male             65
## 897     highskill       depchild              white   male             55
## 899     highskill        husband              white   male             45
## 907      midskill         tenant              white   male             52
## 908     highskill       depchild              black   male             15
## 909      lowskill       depchild              white   male             10
## 910     highskill        husband              white   male             40
## 919     highskill        husband              white   male             30
## 922      midskill     single_occ              white   male             40
## 929     highskill         tenant              white female             42
## 939      midskill        husband              white   male             30
## 940     highskill         tenant              white   male             40
## 942      midskill        husband              black   male             40
## 944      lowskill         tenant              white female             45
## 952     highskill        husband              white   male             43
## 963      midskill        husband              white   male             70
## 964     highskill     single_occ              white female             40
## 972     highskill         tenant              white female             35
## 975      midskill     single_occ              white   male             70
## 976     highskill         tenant              white female             40
## 978     highskill        husband              white   male             35
## 1008    highskill        husband              white   male             40
## 1010    highskill        husband              white   male             50
## 1011     midskill         tenant              white female             40
## 1019     midskill         tenant              white   male             40
## 1027    highskill         tenant              black   male             45
## 1034     lowskill         tenant              black female             40
## 1038     lowskill         tenant              white   male             75
## 1044    highskill        husband              white   male             60
## 1049    highskill         tenant              white female             50
## 1053     clerical        husband              white   male             40
## 1056    highskill        husband              white   male             40
## 1065    highskill        husband              white   male             80
## 1072     midskill        husband              white   male             40
## 1085     clerical        husband              white   male             40
## 1087    highskill        husband              white   male             40
## 1090     midskill       depchild              white   male             28
## 1099    highskill           wife              white female             25
## 1102     midskill        husband              white   male             60
## 1107    highskill         tenant              white   male             47
## 1110     midskill        husband              white   male             55
## 1114    highskill           wife              white female             40
## 1117     midskill        husband              white   male             40
## 1118     midskill        husband              white   male             50
## 1120    highskill        husband Asian_Pac_Islander   male             40
## 1121    highskill        husband              white   male             40
## 1122    highskill         tenant              white female             40
## 1124    highskill        husband              white   male             40
## 1129     lowskill     single_occ              white   male             45
## 1148     midskill        husband              white   male             50
## 1149    highskill        husband              white   male             35
## 1151     lowskill       depchild              white   male             30
## 1158    highskill           wife              white female             50
## 1171     clerical         tenant              white female             43
## 1173  agriculture         tenant              white   male             99
## 1180     lowskill         tenant Asian_Pac_Islander   male             45
## 1189     clerical         tenant              white female             65
## 1204     lowskill         tenant              white   male             40
## 1211    highskill        husband              white   male             60
## 1214    highskill        husband              white   male             45
## 1236    highskill         tenant              white female             30
## 1244    highskill        husband              white   male             59
## 1246     lowskill         tenant              white female             20
## 1250     lowskill       depchild              white female             40
## 1251    highskill        husband              white   male             50
## 1254     clerical         tenant              white female             43
## 1264     lowskill         tenant              white female             37
## 1269     clerical        husband              white   male             37
## 1271    highskill     single_occ              black female             45
## 1276     clerical        husband              white   male             40
## 1280    highskill        husband              white   male             40
## 1281    highskill         tenant              white   male             50
## 1282    highskill     single_occ Asian_Pac_Islander female             40
## 1285     clerical           wife              white female             40
## 1288     lowskill        husband              white   male             40
## 1292     lowskill     single_occ              white female             30
## 1293     midskill        husband              white   male             65
## 1295     lowskill        husband              white   male             40
## 1302     lowskill     single_occ              black female             40
## 1306     midskill        husband              white   male             43
## 1307     midskill         tenant              white   male             40
## 1311    highskill        husband              white   male             40
## 1316     midskill       depchild              white female             40
## 1320     midskill        husband              white   male             45
## 1324     midskill        husband              white   male             24
## 1335    highskill        husband              white   male             40
## 1341    highskill     single_occ              white   male             40
## 1344     clerical       depchild              white   male             40
## 1350        other        husband              white   male             50
## 1353    highskill       depchild              white female             40
## 1356  agriculture        husband              white   male             60
## 1359    highskill         tenant              white   male             50
## 1361     midskill         tenant              white   male             41
## 1363     lowskill         tenant              white female             24
## 1366    highskill     single_occ              white female             40
## 1367     midskill           wife              black female             40
## 1369    highskill        husband Asian_Pac_Islander   male             40
## 1370     lowskill       depchild              white   male             40
## 1376    highskill     single_occ              black female             40
## 1381     clerical       depchild              white   male             40
## 1386     midskill       depchild              white   male             45
## 1392     midskill        husband              black   male             40
## 1396     midskill     single_occ              white   male             40
## 1397     midskill        husband              black   male             40
## 1401     clerical         tenant              white female             40
## 1408     midskill           wife              white female             50
## 1409     midskill         tenant              white   male             50
## 1410     midskill        husband              white   male             40
## 1415    highskill        husband              white   male             60
## 1421        other       depchild              white   male             50
## 1428     lowskill           wife              black female             34
## 1430     midskill        husband              white   male             40
## 1433    highskill         tenant              white   male             50
## 1435    highskill         tenant              black   male             40
## 1443    highskill        husband              white   male             50
## 1444     midskill         tenant              white   male             40
## 1449    highskill        husband              white   male             45
## 1457     midskill         tenant              white   male             45
## 1459        other         tenant              black female              2
## 1467     midskill        husband              white   male             45
## 1471     midskill        husband              white   male              5
## 1472    highskill       depchild Asian_Pac_Islander   male             40
## 1491    highskill        husband              white   male             48
## 1505        other        husband              white   male             40
## 1506     midskill        husband              white   male             42
## 1507    highskill        husband              white   male             40
## 1509     clerical         tenant              black female             14
## 1514    highskill        husband              white   male             50
## 1516     lowskill         tenant Asian_Pac_Islander   male             40
## 1518     clerical           wife              white female             30
## 1520     lowskill       depchild              black   male              9
## 1522     lowskill         tenant              white female             40
## 1537    highskill        husband              white   male             40
## 1541     clerical       depchild              white female             30
## 1544     midskill        husband              white   male             40
## 1545        other         tenant              white   male             40
## 1548     clerical        husband              white   male             40
## 1549     midskill        husband              white   male             50
## 1562     midskill        husband              white   male             40
## 1563        other         tenant              white female             16
## 1565     lowskill       relative              black female             40
## 1574     lowskill       depchild              white   male             40
## 1577  agriculture         tenant              white   male             52
## 1579    highskill         tenant              white   male             50
## 1584     clerical         tenant              white   male             40
## 1587    highskill     single_occ              white   male             45
## 1592    highskill        husband              white   male             40
## 1597     clerical           wife              white female             60
## 1605    highskill        husband              white   male             40
## 1608     midskill       depchild              white   male             40
## 1615     clerical       depchild              white   male             30
## 1616    highskill        husband              white   male             40
## 1620     midskill        husband              white   male             40
## 1623     lowskill       depchild Asian_Pac_Islander female             40
## 1624    highskill        husband              white   male             40
## 1631     lowskill        husband              white   male             70
## 1632     lowskill         tenant              white female             24
## 1636    highskill        husband              white   male             50
## 1640     midskill        husband              white   male             50
## 1641     lowskill       relative              black female             38
## 1647     midskill        husband              black   male             40
## 1648    highskill        husband              white   male             40
## 1652     midskill        husband              white   male             30
## 1656    highskill        husband              white   male             50
## 1663    highskill         tenant              white   male             40
## 1665     lowskill        husband              black   male             40
## 1673     midskill        husband              white   male             40
## 1678     midskill         tenant              white   male             40
## 1681     lowskill     single_occ              white female             12
## 1687     lowskill         tenant              black female             45
## 1688    highskill        husband              white   male             50
## 1689     lowskill         tenant              white female             36
## 1692     clerical       depchild              white female             20
## 1721     clerical         tenant              white female             40
## 1724    highskill        husband              white   male             42
## 1726     midskill         tenant              white   male             40
## 1729    highskill           wife              white female             50
## 1734     lowskill         tenant              white   male             38
## 1755    highskill        husband              black   male             45
## 1767     lowskill       relative              black   male             40
## 1768     midskill        husband              white   male             40
## 1780    highskill        husband              white   male             40
## 1784    highskill        husband              white   male             50
## 1792     midskill         tenant              white   male             40
## 1796    highskill        husband              white   male             40
## 1800    highskill         tenant              white female             40
## 1801     clerical        husband              white   male             40
## 1805    highskill         tenant              white   male             40
## 1816     lowskill       depchild              black   male             40
## 1817     midskill        husband              white   male             40
## 1825     midskill        husband              white   male             84
## 1830     midskill     single_occ              white female             55
## 1831     lowskill       depchild              white   male             10
## 1837    highskill        husband              white   male             40
## 1841     midskill         tenant              white   male             44
## 1847        other       depchild              white female             40
## 1848     lowskill       depchild              white female             40
## 1851     lowskill        husband              white   male             40
## 1852        other        husband              white   male             30
## 1855     midskill     single_occ              black   male             45
## 1862     midskill        husband              white   male             40
## 1865    highskill        husband Asian_Pac_Islander   male             54
## 1868     clerical         tenant              white female             48
## 1885    highskill     single_occ              white   male             40
## 1889     lowskill       depchild              white   male             40
## 1897    highskill        husband              white   male             55
## 1898     midskill         tenant              white   male             40
## 1899     midskill        husband              white   male             45
## 1900    highskill       depchild              white   male             50
## 1904     clerical         tenant              white female             40
## 1908    highskill         tenant              white female             50
## 1909     midskill        husband              white   male             35
## 1918    highskill        husband              black   male             46
## 1926    highskill         tenant              white   male             55
## 1933     midskill       relative Asian_Pac_Islander female             48
## 1934    highskill       relative              white female             48
## 1943    highskill     single_occ              black female             40
## 1950    highskill        husband              white   male             40
## 1952    highskill        husband              white   male              6
## 1959    highskill         tenant              white female             50
## 1964    highskill        husband              white   male             50
## 1965     midskill     single_occ              white   male             20
## 1980     lowskill       depchild              black   male             40
## 1983    highskill         tenant              black female             40
## 1986     midskill         tenant              white   male             48
## 1988        other           wife              white female              3
## 1990    highskill         tenant              black female             35
## 1993    highskill         tenant              white   male             70
## 1997    highskill        husband              white   male             60
## 2001     midskill     single_occ              white   male             35
## 2007     clerical       relative              black female             40
## 2020     midskill       depchild              white   male             40
## 2028     lowskill         tenant              white   male             40
## 2042     lowskill     single_occ              black female             38
## 2050    highskill       depchild              white female             40
## 2053     lowskill       relative              black   male             20
## 2055    highskill         tenant              white female             40
## 2057    highskill         tenant              white   male             40
## 2059     lowskill       depchild              white   male             30
## 2077     lowskill     single_occ              white female             38
## 2085        other           wife              white female             17
## 2092        other         tenant              white   male             40
## 2097    highskill         tenant Asian_Pac_Islander   male             16
## 2109  agriculture        husband              white   male             40
## 2117     midskill         tenant              white   male             55
## 2118    highskill         tenant              white female             30
## 2121     clerical           wife              white female             53
## 2128     midskill         tenant              white   male             70
## 2138     clerical       relative              white female             40
## 2155     lowskill         tenant              white female             70
## 2161    highskill        husband              white   male             40
## 2162     lowskill         tenant              white female             37
## 2184  agriculture        husband              white   male             75
## 2194     lowskill       relative              white   male             40
## 2196     midskill        husband              white   male             40
## 2200     midskill        husband              white   male             40
## 2201  agriculture        husband              white   male             60
## 2209    highskill        husband Asian_Pac_Islander   male             60
## 2216    highskill        husband              white   male             48
## 2219     midskill     single_occ              black female             40
## 2223        other       depchild              white female              8
## 2225     midskill     single_occ              white   male             40
## 2227     clerical     single_occ              white female             40
## 2240     clerical        husband              white   male             52
## 2246     midskill        husband              white   male             40
## 2264     midskill         tenant              white   male             60
## 2270    highskill        husband              white   male             40
## 2272     midskill         tenant              white   male             40
## 2287    highskill        husband Asian_Pac_Islander   male             55
## 2288    highskill        husband              white   male             35
## 2289    highskill       relative              black female             25
## 2295     midskill     single_occ              white female             40
## 2297     midskill       relative              white   male             20
## 2302    highskill         tenant              white female             40
## 2307     midskill        husband              white   male             40
## 2309    highskill        husband              white   male             40
## 2314     clerical       depchild             native female             40
## 2318    highskill         tenant              white   male             47
## 2319    highskill        husband              white   male             60
## 2323     midskill       depchild              white   male             55
## 2333     midskill        husband              white   male             60
## 2334     midskill         tenant              white   male             90
## 2342     midskill        husband              white   male             40
## 2347    highskill        husband              white   male             60
## 2349     midskill        husband              white   male             40
## 2352    highskill         tenant              white female             50
## 2363     midskill        husband              white   male             44
## 2368    highskill         tenant              white female             40
## 2375    highskill         tenant              white   male             40
## 2378     midskill        husband              white   male             40
## 2382     midskill       depchild              white   male             10
## 2389     midskill        husband              white   male             45
## 2398        other       depchild              white female             40
## 2400     midskill         tenant              white   male             30
## 2401     clerical         tenant              black female             40
## 2405    highskill        husband              white   male             50
## 2407    highskill        husband              white   male             40
## 2415    highskill     single_occ              white   male             50
## 2430  agriculture        husband              white   male             84
## 2434    highskill        husband              white   male             50
## 2445    highskill       depchild              white   male              3
## 2450     lowskill       depchild              white female             25
## 2452     lowskill     single_occ              white female             30
## 2454     clerical           wife              white female             40
## 2455     clerical     single_occ              white female             37
## 2456     midskill         tenant              white female             40
## 2458     midskill        husband              white   male             40
## 2461     midskill        husband              white   male             40
## 2465        other        husband              white   male              8
## 2479     midskill        husband              white   male             30
## 2488     clerical         tenant              white female             40
## 2491     midskill     single_occ              white   male             48
## 2498    highskill        husband              white   male             60
## 2509     midskill         tenant              white   male             45
## 2511    highskill         tenant              black   male             35
## 2513     clerical        husband Asian_Pac_Islander   male             40
## 2516     lowskill       relative              black   male             40
## 2525     midskill        husband              white   male             40
## 2540    highskill     single_occ              black female             40
## 2543    highskill         tenant              white   male             50
## 2546    highskill         tenant              white female             50
## 2548     clerical       depchild Asian_Pac_Islander female             35
## 2554     clerical     single_occ              other female             40
## 2555    highskill        husband              white   male             40
## 2561     clerical           wife              white female             20
## 2566     clerical        husband              white   male             40
## 2568    highskill         tenant              white   male             13
## 2569  agriculture       depchild              white   male             65
## 2572        other         tenant              white female             30
## 2577    highskill        husband              white   male             65
## 2580     midskill        husband              white   male             25
## 2590     midskill        husband              white   male             45
## 2592     midskill         tenant              white   male             40
## 2602     midskill        husband             native   male             40
## 2608    highskill        husband              white   male             55
## 2617     midskill         tenant              white   male             40
## 2620     lowskill        husband              white   male             40
## 2626     midskill        husband              white   male             70
## 2627    highskill        husband              white   male             40
## 2637     clerical         tenant              white female             15
## 2647     lowskill         tenant              white female             25
## 2651     clerical       depchild              black female             40
## 2658     clerical     single_occ              white female             40
## 2661     midskill        husband              white   male             45
## 2663     midskill     single_occ              white female             40
## 2669     lowskill       depchild              white female             40
## 2670    highskill         tenant              white female             40
## 2674        other       depchild              white   male             36
## 2680    highskill     single_occ              white female             40
## 2689     midskill        husband              white   male             58
## 2691     midskill        husband              white   male             40
## 2693     lowskill        husband              white   male             40
## 2694    highskill         tenant              white   male             40
## 2704     lowskill       depchild              white   male             20
## 2706    highskill     single_occ              white female             40
## 2715     midskill       depchild              white   male             35
## 2716     clerical         tenant              white female             40
## 2717    highskill           wife              white female             20
## 2722    highskill        husband              white   male             55
## 2725    highskill     single_occ              white female             50
## 2734    highskill     single_occ              white female             32
## 2747    highskill       relative              white female             10
## 2748     midskill        husband              white   male             40
## 2749     midskill        husband              white   male             55
## 2757    highskill        husband              white   male             60
## 2762        other       depchild              white   male             84
## 2765     lowskill       depchild              white female             40
## 2767     midskill       depchild              white   male             40
## 2772    highskill         tenant              white female             55
## 2775    highskill        husband              white   male             18
## 2779     clerical         tenant              white female             40
## 2792     clerical         tenant              white female             40
## 2794    highskill         tenant              white female             35
## 2795    highskill        husband              white   male             40
## 2798     clerical         tenant              white   male             45
## 2801    highskill        husband              white   male             40
## 2812     lowskill     single_occ              black female             20
## 2813    highskill           wife              white female             20
## 2814     clerical         tenant              white   male             24
## 2818     midskill        husband              white   male             40
## 2829    highskill        husband              white   male             40
## 2830    highskill        husband              white   male             60
## 2834    highskill        husband              white   male             50
## 2835     clerical         tenant Asian_Pac_Islander female             40
## 2836    highskill       depchild              white female             20
## 2848        other     single_occ              black female             40
## 2859        other       depchild              white   male             40
## 2862     midskill         tenant              white female             40
## 2865    highskill           wife              white female             25
## 2866     midskill     single_occ              white   male             40
## 2869    highskill       depchild              white   male             30
## 2874    highskill     single_occ              white female             35
## 2880     lowskill       relative              white   male             40
## 2882     clerical         tenant              white female             40
## 2889    highskill     single_occ              white female             40
## 2894    highskill         tenant              white female             40
## 2895    highskill        husband              white   male             45
## 2907     lowskill         tenant              black female              5
## 2908     clerical       depchild              white female             40
## 2909     lowskill       depchild              white female              8
## 2913     clerical     single_occ              white female             45
## 2921  agriculture        husband              white   male             98
## 2924    highskill        husband              white   male             60
## 2928     midskill       depchild              black female             35
## 2953        other           wife              white female             22
## 2964  agriculture       depchild              white   male             85
## 2969    highskill        husband              white   male             52
## 2975     midskill        husband              black   male             40
## 2980     clerical     single_occ              black female             35
## 2986     lowskill       depchild              white female             30
## 2989     midskill       depchild              white   male             40
## 2993    highskill     single_occ              white female             35
## 2999     lowskill        husband              white   male             30
## 3002     midskill        husband              white   male             60
## 3010     midskill        husband              white   male             43
## 3019  agriculture       depchild              white   male             65
## 3021    highskill        husband              white   male             40
## 3023     midskill        husband              white   male             40
## 3026     midskill        husband              white   male             40
## 3031     midskill     single_occ              white female             40
## 3033     midskill        husband              white   male             75
## 3036    highskill        husband              white   male             60
## 3042    highskill         tenant              white   male              9
## 3047     clerical         tenant              white   male             30
## 3049  agriculture        husband              white   male             30
## 3052    highskill     single_occ              white female             44
## 3055    highskill        husband              white   male             50
## 3057    highskill        husband              white   male             40
## 3059     clerical       depchild              white female             40
## 3062    highskill         tenant              white female             40
## 3065    highskill         tenant Asian_Pac_Islander   male             40
## 3069    highskill         tenant              white   male             50
## 3073        other       depchild              black   male             40
## 3074     midskill       depchild              black   male             40
## 3086  agriculture       depchild              white   male             10
## 3089        other       depchild              white   male             40
## 3092    highskill        husband              white   male             40
## 3095    highskill           wife              white female             70
## 3097        other     single_occ              black female             35
## 3103     midskill       depchild              white female             40
## 3105    highskill        husband              white   male             40
## 3106    highskill        husband              white   male             50
## 3107    highskill        husband              white   male             48
## 3110    highskill       depchild              white female             20
## 3111    highskill         tenant Asian_Pac_Islander   male             40
## 3112    highskill        husband              white   male             56
## 3114    highskill        husband              white   male             50
## 3122     midskill       depchild              white   male             40
## 3126    highskill        husband              white   male             50
## 3129     midskill        husband              white   male             40
## 3133     midskill        husband              white   male             40
## 3148    highskill         tenant              white female             40
## 3152    highskill         tenant              white   male             15
## 3155    highskill        husband              white   male             49
## 3168    highskill        husband              white   male             35
## 3169    highskill        husband              white   male             70
## 3185    highskill     single_occ Asian_Pac_Islander female             40
## 3186    highskill        husband              white   male             60
## 3202     midskill         tenant              white   male             50
## 3204    highskill           wife              white female             30
## 3218     midskill        husband              white   male             60
## 3222     lowskill        husband              white   male             45
## 3230     midskill         tenant              white   male             48
## 3233    highskill         tenant              white   male             25
## 3240        other       depchild Asian_Pac_Islander female             40
## 3249    highskill        husband              white   male             45
## 3250    highskill        husband              white   male             50
## 3267    highskill        husband              white   male             40
## 3274     midskill        husband              white   male             50
## 3276     clerical     single_occ              white female             46
## 3282    highskill         tenant              white   male             50
## 3283  agriculture       relative              white   male             50
## 3289     midskill        husband              white   male             40
## 3294    highskill        husband              white   male             40
## 3296    highskill         tenant              white female             60
## 3297     midskill        husband              white   male             45
## 3298        other        husband              white   male             40
## 3311    highskill         tenant              white female             35
## 3319    highskill        husband              white   male             60
## 3324     midskill        husband              white   male             42
## 3326     clerical     single_occ              white female             40
## 3347     clerical     single_occ              white female             40
## 3351  agriculture         tenant              other   male             40
## 3358     clerical       depchild              white female             52
## 3365     clerical       depchild              white female             25
## 3378    highskill        husband              white   male             40
## 3382    highskill        husband              white   male             40
## 3395     lowskill       depchild              white female             30
## 3401     midskill        husband              white   male             40
## 3406    highskill        husband              white   male             40
## 3419    highskill        husband              white   male             40
## 3421     lowskill         tenant              white   male             50
## 3423     lowskill         tenant              white female             32
## 3425  agriculture        husband              white   male             36
## 3433     midskill        husband              white   male             40
## 3435     lowskill         tenant              white female             38
## 3443     midskill        husband              black   male             40
## 3444     lowskill       relative             native   male             40
## 3457        other       depchild              white female             20
## 3461     midskill        husband              white   male             40
## 3464    highskill       depchild              white   male             20
## 3470    highskill        husband              white   male             60
## 3482     lowskill         tenant              white female             30
## 3483    highskill     single_occ              white female             37
## 3489    highskill         tenant              white female             50
## 3495    highskill         tenant              white female             40
## 3498     midskill        husband              white   male             60
## 3503     midskill        husband              white   male             40
## 3507     clerical       depchild              white   male             40
## 3514    highskill         tenant              white   male             40
## 3516    highskill         tenant              white female             40
## 3518     midskill        husband              white   male             45
## 3524    highskill        husband              white   male             45
## 3532        other     single_occ              white female             28
## 3538     clerical         tenant              white female             20
## 3543    highskill         tenant              white female             35
## 3551    highskill        husband              white   male             40
## 3556        other         tenant              other female             20
## 3560    highskill         tenant              black   male             40
## 3562  agriculture        husband              white   male             40
## 3570    highskill         tenant              white female             40
## 3572     midskill        husband              white   male             52
## 3573        other       depchild              white female             12
## 3575    highskill        husband              white   male             60
## 3577     lowskill       depchild              white female             20
## 3588    highskill     single_occ              white female             35
## 3595        other           wife              white female             40
## 3608     midskill         tenant              white   male             40
## 3610    highskill         tenant              white female             40
## 3611     clerical        husband              white   male             15
## 3646     lowskill       depchild              white female             40
## 3650     lowskill       depchild              white   male             32
## 3657     midskill        husband              white   male             44
## 3662     clerical         tenant              white female             40
## 3663  agriculture         tenant              white   male             50
## 3669     midskill        husband              white   male             38
## 3675    highskill        husband              white   male             40
## 3678    highskill         tenant              white female             35
## 3685    highskill        husband              white   male             40
## 3692     midskill        husband              white   male             40
## 3693     midskill        husband              white   male             40
## 3696    highskill     single_occ              white female             35
## 3699    highskill        husband              white   male             50
## 3701    highskill        husband              white   male             60
## 3702     lowskill        husband              white   male             40
## 3707     lowskill       relative              black   male             20
## 3711     clerical         tenant              white   male             40
## 3712  agriculture        husband              white   male             60
## 3718    highskill       depchild              white   male             40
## 3727     clerical           wife              white female             40
## 3728    highskill           wife              white female             36
## 3734    highskill           wife              white female              5
## 3736     clerical        husband              white   male             30
## 3740     lowskill        husband              white   male             40
## 3741     lowskill        husband              white   male             43
## 3748        other     single_occ              white female             40
## 3749     midskill        husband              white   male             50
## 3750     clerical        husband              white   male             80
## 3753     midskill        husband              white   male             40
## 3755    highskill        husband              white   male             45
## 3757     clerical     single_occ              white female             20
## 3767    highskill        husband              white   male             40
## 3768     clerical     single_occ              black female             40
## 3780     midskill     single_occ              white   male             45
## 3782     clerical         tenant              white female             40
## 3793     clerical        husband              white   male             40
## 3795     midskill         tenant              white   male             40
## 3799    highskill       relative              white   male             18
## 3804     lowskill       depchild              white   male             30
## 3823        other         tenant              white female             30
## 3825  agriculture       depchild              white   male             66
## 3834    highskill        husband              white   male             40
## 3837    highskill        husband              white   male             35
## 3840     midskill         tenant              white   male             40
## 3841     clerical        husband              white   male             40
## 3848    highskill           wife              white female             40
## 3850    highskill         tenant              white female             45
## 3866    highskill           wife              white female             40
## 3873     midskill        husband              white   male             45
## 3875    highskill       depchild              white   male             40
## 3876     lowskill         tenant              white   male             40
## 3881    highskill        husband              white   male             48
## 3882    highskill         tenant              white female             25
## 3887    highskill        husband              white   male             40
## 3888        other           wife              white female             25
## 3896        other           wife              white female             45
## 3901    highskill        husband              white   male             55
## 3910    highskill        husband Asian_Pac_Islander   male             84
## 3912     midskill        husband              white   male             40
## 3913    highskill        husband              white   male             45
## 3915     midskill        husband              white   male             40
## 3919    highskill        husband              white   male             50
## 3924     lowskill        husband              black   male             48
## 3929     lowskill        husband              white   male             48
## 3935    highskill         tenant              white female             40
## 3939     midskill     single_occ              white   male             40
## 3941    highskill         tenant              black female             21
## 3946    highskill        husband              white   male             45
## 3952    highskill         tenant              white   male             45
## 3954     midskill        husband              black   male             40
## 3956     midskill       relative              white female             35
## 3958    highskill         tenant              white female             35
## 3969     midskill        husband              white   male             40
## 3970        other         tenant              white   male              8
## 3971     clerical         tenant              white   male             40
## 3979    highskill        husband              white   male             60
## 3983    highskill     single_occ              white female             36
## 3985     lowskill         tenant              black   male             37
## 3988     lowskill        husband Asian_Pac_Islander   male             30
## 3993     midskill       relative              white   male             55
## 3996     clerical     single_occ              white female             50
## 4001    highskill        husband              white   male             40
## 4010    highskill         tenant              white female             50
## 4023    highskill       depchild              white female             38
## 4033     midskill        husband              white   male             40
## 4043     lowskill           wife              white female             40
## 4053     midskill         tenant              white   male             45
## 4061    highskill        husband              white   male             55
## 4063    highskill       depchild              white female             40
## 4065    highskill         tenant              white   male             50
## 4066    highskill        husband              white   male             40
## 4080    highskill        husband              white   male             38
## 4082     lowskill       depchild              white female             40
## 4093    highskill       depchild              white   male             52
## 4099     lowskill       depchild              white   male             40
## 4100     midskill        husband              white   male             50
## 4108     lowskill         tenant              white   male             40
## 4114     lowskill         tenant              white female             30
## 4129    highskill       depchild              white female             40
## 4145     midskill     single_occ              white female             40
## 4146    highskill           wife              white female             50
## 4149  agriculture        husband              white   male             40
## 4150     lowskill       depchild              white   male             35
## 4154    highskill         tenant              white   male             60
## 4157     clerical       depchild              white female             30
## 4173    highskill        husband              white   male             40
## 4176     lowskill         tenant              white   male             45
## 4180    highskill         tenant              white female             35
## 4184     midskill         tenant              white   male             40
## 4186     clerical        husband              white   male             30
## 4188     midskill     single_occ              white female             20
## 4196     midskill         tenant              white   male             40
## 4198    highskill        husband Asian_Pac_Islander   male             70
## 4200     lowskill         tenant              white female             25
## 4203    highskill         tenant              white female             40
## 4209    highskill         tenant              white female             45
## 4219    highskill         tenant              white   male             49
## 4237    highskill        husband              white   male              3
## 4239    highskill        husband              white   male             50
## 4240    highskill     single_occ              white female             45
## 4245    highskill        husband              white   male             40
## 4247    highskill           wife              white female             50
## 4251     midskill       depchild              white   male             48
## 4254     clerical     single_occ              black female             40
## 4256    highskill        husband              white   male             45
## 4263     clerical       depchild Asian_Pac_Islander female             40
## 4264  agriculture           wife              white female             40
## 4271     clerical         tenant              white female             40
## 4283    highskill           wife              black female             40
## 4286     midskill        husband              white   male             40
## 4292     midskill        husband              white   male             40
## 4294    highskill         tenant              white   male             40
## 4301    highskill         tenant              white female             15
## 4313    highskill        husband              white   male             80
## 4318     clerical     single_occ              black   male             35
## 4321     midskill       depchild              white   male             40
## 4328    highskill        husband              white   male             48
## 4330    highskill         tenant              white   male             40
## 4331    highskill        husband              white   male             40
## 4333    highskill        husband              white   male             50
## 4343    highskill       depchild              white female             20
## 4344    highskill        husband              white   male             50
## 4361    highskill       depchild              white   male             40
## 4367    highskill        husband              white   male             50
## 4372     midskill        husband              white   male             40
## 4376     midskill         tenant              white   male             50
## 4378    highskill        husband              white   male             10
## 4380    highskill       depchild              white   male             20
## 4386     midskill        husband              white   male             20
## 4387     midskill         tenant              black   male             40
## 4388     clerical         tenant              white female             40
## 4390     midskill        husband              white   male             40
## 4396     lowskill       relative              white   male             40
## 4405     midskill        husband              white   male             40
## 4409     clerical        husband              white   male             40
## 4411     midskill        husband              white   male             28
## 4412    highskill        husband              white   male             50
## 4413     lowskill       depchild              white female             30
## 4419    highskill     single_occ              white female             40
## 4423        other         tenant              black female             40
## 4430     lowskill        husband              white   male             18
## 4434    highskill        husband              white   male             40
## 4435    highskill         tenant              white   male             50
## 4436        other         tenant              white female             30
## 4438        other         tenant              white female             50
## 4447     lowskill         tenant              black female             35
## 4450     midskill         tenant              white   male             56
## 4451    highskill         tenant              white   male             48
## 4453     clerical       depchild Asian_Pac_Islander female             40
## 4457    highskill        husband              white   male             60
## 4461        other     single_occ              white female             30
## 4466    highskill        husband              white   male             40
## 4475    highskill        husband              white   male             40
## 4481    highskill        husband Asian_Pac_Islander   male             40
## 4483    highskill     single_occ              black female             40
## 4485     clerical     single_occ              white female             60
## 4488     lowskill       depchild              white   male             12
## 4510     midskill       depchild              white female             30
## 4524    highskill        husband Asian_Pac_Islander   male             35
## 4528     lowskill         tenant              white   male             30
## 4539    highskill       depchild Asian_Pac_Islander female             24
## 4542     clerical       relative              white female             40
## 4543  agriculture        husband              white   male             40
## 4550    highskill        husband              white   male             55
## 4552    highskill         tenant              white   male             40
## 4553     midskill        husband              black   male             40
## 4556     lowskill        husband              white   male             40
## 4557     clerical     single_occ              white female             40
## 4559     midskill        husband              white   male             40
## 4560    highskill        husband              white   male             50
## 4561     midskill         tenant              white   male             40
## 4568    highskill        husband              white   male             50
## 4573     lowskill         tenant              white   male             40
## 4574     clerical     single_occ              black female             40
## 4580    highskill     single_occ              white female             38
## 4584    highskill     single_occ Asian_Pac_Islander female             38
## 4599    highskill         tenant Asian_Pac_Islander female             10
## 4605     clerical     single_occ              white female             35
## 4606    highskill       depchild              white female             40
## 4611     midskill        husband Asian_Pac_Islander   male             40
## 4615  agriculture        husband              white   male             50
## 4623    highskill        husband              white   male             45
## 4627     lowskill       depchild              white   male             45
## 4628        other        husband              white   male             24
## 4631     midskill        husband              white   male             50
## 4632     clerical       depchild              white   male             20
## 4640    highskill         tenant              black   male             45
## 4641     midskill       depchild              white   male             12
## 4642    highskill        husband              white   male             60
## 4645     lowskill        husband              white   male             40
## 4647     midskill        husband              white   male             40
## 4651    highskill       depchild Asian_Pac_Islander female             40
## 4652    highskill        husband              white   male             45
## 4653    highskill     single_occ              white female             38
## 4658    highskill        husband              white   male             45
## 4660     midskill        husband              white   male             50
## 4662    highskill        husband              white   male             52
## 4663    highskill        husband              white   male             60
## 4664     midskill           wife              white female             44
## 4669    highskill        husband              white   male             45
## 4670    highskill        husband              white   male             50
## 4675    highskill        husband              white   male             10
## 4676    highskill        husband              white   male             60
## 4688     midskill     single_occ              black female             15
## 4692     clerical        husband              white   male             30
## 4698     lowskill       relative              white   male             35
## 4699     midskill         tenant              white   male             40
## 4711     midskill         tenant              white   male             43
## 4714     midskill     single_occ              white   male             40
## 4723    highskill       depchild              white   male             40
## 4729    highskill       depchild              white female             43
## 4734     clerical     single_occ              white   male             35
## 4741    highskill         tenant              white   male             40
## 4743    highskill        husband              white   male             45
## 4745    highskill         tenant              white   male             50
## 4746        other     single_occ              white female             40
## 4748    highskill        husband              white   male             40
## 4750    highskill         tenant              black female             40
## 4762    highskill        husband              white   male             40
## 4775    highskill         tenant              white female             40
## 4776     midskill       depchild              white   male             40
## 4777    highskill        husband              white   male             50
## 4779        other       depchild              white   male             84
## 4780    highskill       depchild Asian_Pac_Islander   male             40
## 4782     midskill       depchild              white   male             35
## 4794     lowskill        husband              black   male             20
## 4796    highskill        husband              white   male             40
## 4797     clerical       depchild              black female             40
## 4810    highskill       depchild              white   male             20
## 4813        other         tenant              white female             40
## 4815     clerical       depchild              white female             40
## 4817    highskill        husband              white   male             50
## 4818    highskill         tenant              white female             40
## 4819        other       depchild              white female             16
## 4826     clerical        husband              white   male             44
## 4830     lowskill     single_occ              white female             32
## 4832     clerical         tenant              white female             40
## 4833     midskill        husband              white   male             40
## 4837    highskill         tenant              white   male             48
## 4843    highskill         tenant              white female             32
## 4851     midskill        husband              white   male             42
## 4861    highskill     single_occ              black female             40
## 4862     midskill       relative              white   male             40
## 4880    highskill         tenant              black   male             40
## 4885        other     single_occ              white female             40
## 4887    highskill     single_occ              white female             30
## 4896  agriculture         tenant              white   male             50
## 4900    highskill         tenant              white   male             42
## 4901     midskill        husband              white   male             40
## 4921     clerical           wife              white female             40
## 4922    highskill        husband              white   male             50
## 4924    highskill        husband              white   male             40
## 4928     clerical       depchild              white female             15
## 4939     clerical           wife              white female             20
## 4940     clerical       depchild              white female             40
## 4941     midskill        husband              white   male             48
## 4942     midskill        husband              white   male             40
## 4944    highskill        husband              white   male             40
## 4953    highskill        husband              white   male             50
## 4957    highskill     single_occ              white   male             20
## 4968    highskill           wife              white female             60
## 4971        other        husband              white   male             40
## 4972     midskill        husband              white   male             40
## 4976     clerical        husband              white   male             45
## 4977     midskill        husband              white   male             50
## 4979    highskill         tenant              white   male             48
## 4983        other       depchild              white   male             20
## 4991    highskill         tenant              white   male             60
## 4993     lowskill        husband              white   male             40
## 4997     midskill        husband              white   male             40
## 5011    highskill         tenant              white female             40
## 5017    highskill     single_occ              white female             25
## 5019    highskill         tenant              white   male             50
## 5023     midskill        husband             native   male             60
## 5028    highskill           wife              black female             40
## 5029  agriculture        husband              other   male             49
## 5032    highskill        husband              white   male             30
## 5035  agriculture        husband              white   male             50
## 5039     midskill        husband              white   male             45
## 5042     midskill        husband              white   male             40
## 5044    highskill         tenant              white female             40
## 5046    highskill        husband              white   male             35
## 5047     midskill        husband              white   male             40
## 5052    highskill        husband              white   male             50
## 5056     lowskill       depchild              white   male             10
## 5061     midskill        husband              white   male             43
## 5063     midskill        husband              white   male             45
## 5070    highskill         tenant              white female             60
## 5096     clerical           wife              white female             45
## 5106     midskill         tenant              white   male             20
## 5135     lowskill        husband              white   male             40
## 5145    highskill        husband              white   male             60
## 5151     midskill        husband              white   male             48
## 5155     midskill        husband              white   male             40
## 5157        other         tenant              white female              8
## 5166    highskill         tenant              white   male             30
## 5169  agriculture        husband              white   male             50
## 5170  agriculture        husband              white   male             40
## 5175    highskill       depchild              white   male             20
## 5180    highskill           wife              white female             50
## 5181    highskill     single_occ              white female             45
## 5188    highskill         tenant              white female             35
## 5190     clerical           wife              black female             38
## 5193    highskill        husband              white   male             45
## 5195     midskill        husband              white   male             40
## 5197    highskill        husband Asian_Pac_Islander   male             40
## 5214    highskill       relative              white female             20
## 5227     midskill        husband              white   male             40
## 5259     clerical       depchild              white   male             40
## 5265    highskill        husband              white   male             40
## 5266     clerical         tenant              white female             40
## 5275    highskill        husband              white   male             38
## 5276    highskill        husband              white   male             50
## 5298     lowskill        husband              white   male             40
## 5299     clerical           wife              white female             25
## 5308        other     single_occ              white female             25
## 5311    highskill         tenant              white female             40
## 5313    highskill        husband              white   male             40
## 5314     clerical         tenant              black female             20
## 5318     midskill        husband              white   male             40
## 5326     lowskill       depchild              white   male             30
## 5328    highskill        husband              white   male             40
## 5332    highskill       depchild              white   male             40
## 5339     clerical         tenant              white female             40
## 5341        other        husband              white   male             56
## 5350    highskill           wife              white female             30
## 5357    highskill       depchild              white female             40
## 5358     lowskill        husband              black   male             20
## 5360     lowskill         tenant              white female             40
## 5366     lowskill        husband              white   male             40
## 5373    highskill        husband              white   male             35
## 5375    highskill        husband              black   male             40
## 5379     midskill        husband              white   male             40
## 5390    highskill        husband              white   male             12
## 5399     midskill         tenant              white   male             45
## 5407    highskill         tenant              black   male             50
## 5410    highskill         tenant              white female             33
## 5413     lowskill       depchild              white   male             30
## 5418    highskill        husband              white   male             70
## 5422  agriculture        husband              white   male             20
## 5424     lowskill     single_occ              black female             40
## 5425     lowskill         tenant Asian_Pac_Islander   male             40
## 5426    highskill        husband              white   male             45
## 5430    highskill         tenant              white female             43
## 5431     midskill        husband              white   male             42
## 5441        other         tenant              white female              4
## 5442     midskill           wife              white female             45
## 5444    highskill        husband              black   male             50
## 5446     midskill       depchild              white   male             50
## 5451    highskill       depchild              white female             40
## 5452     midskill         tenant              white female             40
## 5455     clerical           wife              white female             45
## 5457    highskill        husband              white   male             40
## 5474    highskill        husband              white   male             65
## 5481    highskill        husband              white   male             18
## 5488    highskill        husband              white   male             40
## 5491    highskill        husband              white   male             45
## 5493        other         tenant              white female             40
## 5498     clerical        husband              white   male             40
## 5507     midskill       depchild              white female             25
## 5509    highskill       depchild              white female             10
## 5518     midskill        husband              white   male             40
## 5519    highskill        husband              white   male             35
## 5521     lowskill         tenant              black female             40
## 5525     midskill       relative              white   male             40
## 5538    highskill        husband              white   male             60
## 5542     midskill         tenant              white   male             40
## 5543    highskill           wife              white female             40
## 5546     clerical       depchild              white   male             40
## 5549        other         tenant              white   male             30
## 5551     midskill        husband              white   male             40
## 5554    highskill       depchild              white   male             20
## 5555     midskill        husband              white   male             50
## 5563    highskill        husband              white   male             72
## 5566        other       relative              white female             30
## 5574     midskill        husband              white   male             40
## 5575    highskill         tenant              white   male             50
## 5581    highskill        husband              white   male             20
## 5588     lowskill        husband              white   male             45
## 5591        other         tenant              white female              1
## 5602    highskill        husband              white   male             55
## 5606    highskill     single_occ              black female             35
## 5610    highskill     single_occ              white female             40
## 5614    highskill       depchild              black   male             25
## 5616  agriculture         tenant              white female             40
## 5617     lowskill       depchild              white female             25
## 5622     midskill       depchild              white   male             60
## 5633        other           wife              white female              1
## 5639     midskill       depchild              white   male             40
## 5647     midskill         tenant              white   male             40
## 5658     midskill        husband              white   male             41
## 5662     midskill       depchild              white   male             32
## 5665     lowskill     single_occ              white   male             35
## 5672    highskill        husband              black   male             16
## 5673    highskill         tenant              white   male             50
## 5677     lowskill       relative              white female             30
## 5679     clerical     single_occ              white female             40
## 5684    highskill         tenant              white female             30
## 5687     clerical         tenant              white female             38
## 5689     clerical           wife              white female             40
## 5691     midskill        husband              white   male             40
## 5694     clerical     single_occ              white female             37
## 5695    highskill        husband              white   male             40
## 5696    highskill         tenant              white female             60
## 5700    highskill         tenant              white   male             40
## 5709    highskill        husband              white   male             30
## 5716     lowskill       depchild              white female             40
## 5723    highskill       depchild              white female             40
## 5724     clerical       relative              white female             40
## 5726    highskill           wife              white female             40
## 5728     midskill         tenant              white   male             48
## 5729    highskill        husband              white   male             40
## 5730    highskill     single_occ              white female             45
## 5733    highskill       depchild              white female             10
## 5734    highskill        husband              white   male             60
## 5736     lowskill       depchild              white   male             25
## 5738     midskill        husband              black   male             40
## 5740     lowskill       depchild              white   male             40
## 5756     lowskill        husband              white   male             40
## 5761    highskill         tenant              white female             40
## 5764     lowskill       depchild              white female             30
## 5766     midskill           wife              white female             22
## 5772    highskill        husband Asian_Pac_Islander   male             40
## 5773     lowskill         tenant              white female             40
## 5776    highskill         tenant             native female             40
## 5779     clerical       relative              white female             20
## 5792     midskill        husband              white   male             40
## 5796     midskill        husband              white   male             40
## 5806    highskill         tenant              white female             10
## 5812    highskill           wife              black female             43
## 5813     midskill         tenant              black   male             20
## 5814    highskill        husband              white   male             40
## 5826  agriculture     single_occ              white   male             70
## 5829    highskill       depchild              white female             12
## 5835     lowskill        husband              white   male             38
## 5843     lowskill         tenant              white female             40
## 5854        other     single_occ              white female             20
## 5868     midskill        husband              white   male             60
## 5884     midskill         tenant              white   male             40
## 5885    highskill     single_occ              white   male             50
## 5886     midskill        husband              white   male             40
## 5889     clerical       relative              white   male             40
## 5895    highskill        husband              white   male             45
## 5907     lowskill        husband              white   male             50
## 5914     lowskill       depchild              white female             16
## 5926    highskill        husband              white   male             38
## 5932    highskill           wife              white female             32
## 5934     midskill        husband              white   male             40
## 5937     clerical         tenant              white female             16
## 5939     midskill       depchild              white   male             55
## 5954     clerical     single_occ              white female             40
## 5976  agriculture        husband              white   male             24
## 5978        other        husband              white   male             50
## 5985    highskill         tenant              white female             40
## 5989     midskill         tenant              white   male             40
## 5999     midskill         tenant              white   male             45
## 6002     clerical     single_occ              other female             42
## 6006    highskill        husband              white   male             40
## 6009    highskill        husband              white   male             40
## 6010     midskill         tenant              white   male             40
## 6011    highskill           wife              white female             30
## 6013    highskill         tenant              white   male             45
## 6016        other         tenant              white female             15
## 6017    highskill        husband              white   male             40
## 6021    highskill       depchild              white   male             60
## 6022     lowskill         tenant              white female             35
## 6027     midskill        husband              white   male             40
## 6033     clerical         tenant Asian_Pac_Islander female             60
## 6041    highskill        husband              white   male             40
## 6042     lowskill         tenant              white female             48
## 6053     lowskill     single_occ              white   male             40
## 6071  agriculture        husband              white   male             98
## 6073     clerical         tenant              white female             60
## 6081    highskill        husband              white   male             60
## 6091     lowskill     single_occ              white female             40
## 6094    highskill         tenant              white   male             45
## 6101     midskill        husband              black   male             40
## 6106    highskill        husband              white   male             40
## 6108     lowskill       depchild              white female             38
## 6113     midskill        husband              white   male             40
## 6126    highskill         tenant Asian_Pac_Islander female             48
## 6127     lowskill         tenant              white   male             32
## 6143     lowskill        husband              white   male             40
## 6154    highskill         tenant              white   male             40
## 6157     lowskill       depchild              white   male             16
## 6158     midskill         tenant              white   male             45
## 6163    highskill     single_occ              white female             50
## 6167     clerical       depchild              white   male             40
## 6169     clerical       depchild              white   male             40
## 6170    highskill         tenant              white female             40
## 6175     clerical       depchild              white female             15
## 6176     midskill     single_occ Asian_Pac_Islander   male             40
## 6185    highskill        husband             native   male             40
## 6190    highskill        husband              white   male             45
## 6198    highskill           wife              white female             40
## 6200    highskill         tenant              white female             50
## 6203     midskill        husband              white   male             40
## 6206    highskill        husband              white   male             40
## 6207     lowskill        husband              white   male             40
## 6209    highskill         tenant              white   male             40
## 6213    highskill        husband              black   male             40
## 6215  agriculture        husband              white   male             20
## 6217    highskill        husband              white   male             50
## 6219     midskill         tenant              white   male             45
## 6220     clerical        husband Asian_Pac_Islander   male             40
## 6227    highskill         tenant              white   male             40
## 6229    highskill         tenant             native female             50
## 6231     lowskill        husband              white   male             40
## 6237    highskill        husband              white   male             55
## 6248    highskill       depchild              white female             35
## 6252    highskill       depchild              white female             60
## 6253    highskill       depchild              white   male             42
## 6260    highskill         tenant              white   male             60
## 6267     midskill        husband              white   male             40
## 6278    highskill         tenant              white   male             56
## 6283     midskill        husband              white   male             43
## 6285        other         tenant              white female             30
## 6292     clerical        husband              white   male             45
## 6296    highskill           wife              white female             30
## 6301     midskill         tenant              white   male             40
## 6304    highskill        husband              white   male             50
## 6307     midskill        husband              black   male             40
## 6325    highskill        husband              white   male             50
## 6337    highskill     single_occ              white female             45
## 6341    highskill       depchild              white female             40
## 6345     clerical        husband              white   male             40
## 6354     midskill        husband              black   male             40
## 6358     midskill         tenant              white   male             40
## 6359     clerical         tenant              black female             40
## 6375    highskill         tenant              white female             40
## 6377    highskill       depchild              black   male             40
## 6380     clerical         tenant              white   male             40
## 6383    highskill        husband              white   male             65
## 6393    highskill         tenant              white   male             40
## 6394     lowskill     single_occ              white female             16
## 6396    highskill       depchild              white female             40
## 6402     clerical     single_occ              white female             73
## 6408        other       depchild              white   male             50
## 6421    highskill         tenant              white   male             40
## 6422    highskill        husband              black   male             40
## 6428     lowskill         tenant              white   male             18
## 6430    highskill        husband              white   male             70
## 6432     midskill       relative              white   male             40
## 6434  agriculture       relative              white   male             24
## 6437    highskill       relative              white female             25
## 6443    highskill           wife              white female             30
## 6444    highskill       depchild              white   male             40
## 6445     clerical         tenant              white female             38
## 6451     lowskill       depchild              white female             40
## 6456    highskill        husband              white   male             40
## 6457     lowskill         tenant              black   male             32
## 6460    highskill       relative              black   male             51
## 6467     midskill        husband              white   male             40
## 6476    highskill         tenant              white   male             90
## 6479    highskill        husband              white   male             40
## 6481    highskill       depchild              white   male             45
## 6498     lowskill        husband              white   male             40
## 6503    highskill         tenant              white   male             50
## 6513    highskill         tenant              white   male             55
## 6526    highskill         tenant              white   male             40
## 6528     midskill         tenant              white   male             55
## 6535    highskill       depchild              white female             20
## 6536    highskill         tenant              white   male             40
## 6542     lowskill        husband              black   male             40
## 6547    highskill        husband              white   male             45
## 6548    highskill     single_occ              white   male             50
## 6550        other         tenant Asian_Pac_Islander female             50
## 6551     lowskill        husband              white   male             45
## 6552    highskill       depchild              white female             40
## 6553     midskill        husband              white   male             40
## 6554    highskill     single_occ              white female             55
## 6555     midskill        husband              white   male             40
## 6557    highskill        husband              white   male             30
## 6564     midskill        husband              white   male             52
## 6579     lowskill         tenant              black female             40
## 6584     lowskill     single_occ              white female             25
## 6586    highskill        husband              white   male             55
## 6587    highskill        husband              white   male             40
## 6591     clerical         tenant              white   male             20
## 6612     clerical     single_occ              white female             25
## 6614     lowskill       relative              white   male             39
## 6616    highskill         tenant              white female             45
## 6623    highskill        husband              white   male             36
## 6624     midskill     single_occ              white female             40
## 6628     midskill        husband             native   male             48
## 6630     lowskill     single_occ              white female             35
## 6634    highskill        husband              white   male             40
## 6641        other       depchild              white female              6
## 6646    highskill        husband              white   male             45
## 6651     lowskill       depchild              white female             40
## 6652     midskill         tenant              white   male             40
## 6653     midskill        husband              white   male             40
## 6656     midskill        husband              black   male             50
## 6658     lowskill       depchild              white   male             30
## 6661    highskill        husband              white   male             40
## 6664        other       depchild              white   male             40
## 6666    highskill        husband              white   male             40
## 6667     clerical        husband              white   male             48
## 6668    highskill         tenant              white female             40
## 6671     lowskill         tenant              white   male             40
## 6673    highskill       depchild              other female             60
## 6675     midskill        husband              white   male             45
## 6676    highskill        husband              white   male             45
## 6677    highskill         tenant              black   male             40
## 6680        other        husband              white   male             16
## 6685    highskill     single_occ              white   male             66
## 6687    highskill           wife              white female             40
## 6689     lowskill       depchild              white female             14
## 6694    highskill        husband              white   male             90
## 6705    highskill         tenant              white   male             40
## 6708     lowskill       relative              white female             40
## 6714    highskill     single_occ              white   male             40
## 6721    highskill        husband              white   male             45
## 6725    highskill        husband              white   male             60
## 6730     lowskill     single_occ              black   male             72
## 6731     midskill         tenant              white   male             40
## 6744  agriculture        husband              white   male             90
## 6747    highskill     single_occ              white   male             48
## 6749    highskill        husband              white   male             15
## 6750     lowskill         tenant              white   male             40
## 6753     lowskill        husband             native   male             45
## 6757     clerical           wife              white female             40
## 6758    highskill       depchild              white female             60
## 6763     clerical           wife              white female             40
## 6771     clerical       depchild              white female             55
## 6774     lowskill     single_occ              black female             10
## 6777     clerical       depchild              white   male             40
## 6780     midskill         tenant              black female             70
## 6783     clerical         tenant              white female             38
## 6794     clerical         tenant              white female              5
## 6799        other        husband              white   male             20
## 6804    highskill        husband              white   male             50
## 6805    highskill        husband              white   male             52
## 6817    highskill         tenant              white female             50
## 6819     midskill        husband              black   male             40
## 6825     lowskill        husband              white   male             40
## 6837     lowskill       depchild              white   male             30
## 6853     midskill       depchild              white   male             72
## 6858    highskill         tenant              white female             46
## 6860    highskill        husband              white   male             38
## 6862     clerical         tenant              black female             40
## 6865  agriculture        husband              white   male             60
## 6866    highskill       depchild              white female             48
## 6880    highskill        husband              white   male             40
## 6882    highskill     single_occ              white   male             40
## 6883     clerical     single_occ              white female             32
## 6884     lowskill        husband              white   male             52
## 6886    highskill         tenant              white   male             40
## 6889     clerical       depchild              white   male             20
## 6895     midskill        husband              white   male             40
## 6900     midskill         tenant              white   male             40
## 6906    highskill        husband              white   male             40
## 6913     midskill        husband              white   male             60
## 6914     clerical        husband              white   male             40
## 6915        other         tenant              white female             40
## 6927    highskill       depchild              white   male             40
## 6933     clerical         tenant              white female             40
## 6937    highskill         tenant              white   male             60
## 6939    highskill         tenant              white female             40
## 6949        other         tenant              white female             40
## 6954     lowskill     single_occ              white female             35
## 6955    highskill        husband              white   male             35
## 6962     midskill        husband              black   male             40
## 6967     midskill         tenant             native   male             75
## 6969     lowskill        husband              white   male             40
## 6973    highskill        husband              white   male             55
## 6978     midskill        husband              white   male             60
## 6998     clerical     single_occ              white female             40
## 7000     clerical         tenant              white   male             40
## 7007     midskill        husband              white   male             40
## 7008     clerical       depchild Asian_Pac_Islander female             39
## 7009     midskill        husband              black   male             48
## 7010     lowskill           wife              white female             12
## 7014     midskill        husband              white   male             40
## 7017     midskill       depchild Asian_Pac_Islander   male             40
## 7026     lowskill       depchild              black   male             40
## 7028        other        husband              white   male              2
## 7029    highskill     single_occ              white female             40
## 7031    highskill         tenant              white   male             45
## 7032    highskill        husband              white   male             40
## 7033     midskill     single_occ              white   male             40
## 7040  agriculture         tenant              white   male             53
## 7042     midskill        husband              white   male             40
## 7045    highskill        husband              white   male             40
## 7047     midskill        husband              white   male             40
## 7051     clerical     single_occ              black female             40
## 7063    highskill       depchild              white female             40
## 7081    highskill       depchild              other female             20
## 7082     lowskill         tenant              white female             25
## 7098  agriculture        husband              white   male             60
## 7106    highskill     single_occ              white female             50
## 7115    highskill        husband              white   male             40
## 7126    highskill       relative              white female             10
## 7127     clerical         tenant              white   male             25
## 7128    highskill         tenant              white   male             48
## 7133     clerical       depchild              white female             20
## 7139     lowskill        husband              white   male             40
## 7146     lowskill       depchild              white   male             40
## 7151     lowskill       depchild              white   male             44
## 7152     clerical       depchild              white female             38
## 7160    highskill        husband              white   male             60
## 7161    highskill     single_occ              white female             32
## 7163     clerical         tenant              black   male             40
## 7172    highskill         tenant              white female              8
## 7180     midskill        husband              white   male             40
## 7181    highskill        husband              white   male             45
## 7195    highskill        husband              white   male             40
## 7198     clerical         tenant              white female             45
## 7200     clerical         tenant              white female             37
## 7203    highskill        husband Asian_Pac_Islander   male             32
## 7211     clerical        husband Asian_Pac_Islander   male             40
## 7226    highskill         tenant              white   male             40
## 7230    highskill     single_occ              white female             30
## 7243    highskill       depchild              white   male             40
## 7245     clerical       relative              white   male             40
## 7247     midskill        husband              white   male             40
## 7251     midskill         tenant              white female             40
## 7270    highskill         tenant              white female             50
## 7273    highskill        husband              black   male             40
## 7278     midskill        husband              white   male             40
## 7282    highskill         tenant              white female             40
## 7288     lowskill        husband              white   male             40
## 7296     clerical       depchild              white   male             35
## 7302        other           wife              white female             20
## 7316     lowskill       relative              white female             15
## 7318    highskill        husband              white   male             48
## 7321    highskill        husband Asian_Pac_Islander   male             40
## 7325     midskill        husband              white   male             40
## 7327    highskill         tenant              black   male             38
## 7332     lowskill         tenant              white   male             25
## 7333    highskill        husband              black   male             40
## 7334    highskill       depchild              white female             20
## 7337    highskill           wife              white female             40
## 7339    highskill        husband              white   male             60
## 7358     midskill        husband              white   male             40
## 7365     clerical       depchild              white   male             40
## 7366    highskill       depchild              white   male             40
## 7377    highskill        husband              white   male             35
## 7384     midskill        husband              white   male             50
## 7386  agriculture       depchild              white   male             50
## 7389     clerical         tenant              white female             35
## 7393    highskill         tenant              white   male             40
## 7401     lowskill     single_occ              white female             35
## 7410    highskill        husband              white   male             40
## 7412    highskill       depchild              black   male             40
## 7417     midskill        husband              white   male             44
## 7422     clerical       depchild              white female             10
## 7425     midskill        husband              white   male             50
## 7427  agriculture     single_occ              white female             50
## 7435     clerical           wife              black female             30
## 7440    highskill         tenant              white female             36
## 7446     midskill        husband              white   male             50
## 7447    highskill     single_occ              white female             40
## 7455     midskill        husband              white   male             40
## 7485     clerical        husband              white   male             40
## 7487    highskill         tenant              white female             40
## 7493     midskill         tenant              white   male             40
## 7504    highskill        husband              white   male             40
## 7508     midskill        husband Asian_Pac_Islander   male             40
## 7512     clerical         tenant              white female             40
## 7513     midskill       depchild              black   male             20
## 7515     lowskill         tenant              white   male             40
## 7517    highskill         tenant              white   male             48
## 7529     clerical         tenant              white female             40
## 7531    highskill           wife              white female             25
## 7537     midskill        husband              white   male             40
## 7539     midskill        husband              white   male             40
## 7548    highskill       relative              white female             50
## 7549     lowskill       depchild              white   male             40
## 7550     lowskill       depchild              black   male             30
## 7553    highskill     single_occ              white female             42
## 7556    highskill        husband              white   male             40
## 7559    highskill        husband              white   male             45
## 7576    highskill        husband              white   male             50
## 7579     clerical     single_occ              white female             50
## 7582     midskill       depchild              black female             40
## 7606     midskill        husband Asian_Pac_Islander   male             45
## 7609     clerical       depchild              white female             40
## 7617     lowskill        husband              black   male             37
## 7621     midskill         tenant              black   male             28
## 7625     clerical        husband              white   male             40
## 7632    highskill     single_occ              black female             40
## 7637     clerical         tenant Asian_Pac_Islander female             40
## 7639     midskill        husband              white   male             40
## 7646     midskill        husband              white   male             44
## 7650    highskill        husband              white   male             40
## 7652     midskill        husband              white   male             40
## 7659     lowskill         tenant              white female             40
## 7673    highskill        husband              white   male             50
## 7676     midskill        husband              white   male             56
## 7678     lowskill       depchild              white female             24
## 7679    highskill        husband              white   male             97
## 7681    highskill       depchild              white female             40
## 7685    highskill        husband              white   male             40
## 7688    highskill         tenant              white   male             40
## 7692     midskill        husband              white   male             50
## 7711    highskill        husband              white   male             58
## 7712    highskill       depchild              white female             25
## 7714     clerical         tenant              white female             40
## 7717     lowskill        husband              white   male             55
## 7723     lowskill       depchild              white   male             20
## 7730     clerical     single_occ              white female             40
## 7732     lowskill        husband              white   male             24
## 7733    highskill         tenant              white   male             50
## 7736    highskill        husband              white   male             60
## 7742     lowskill         tenant              white   male             60
## 7752     clerical        husband              white   male             40
## 7753    highskill         tenant              white   male             40
## 7755    highskill       depchild              white female              8
## 7760     clerical     single_occ              white female             52
## 7761     lowskill         tenant              white female             40
## 7762    highskill       depchild              white   male             30
## 7763     lowskill         tenant              white   male             20
## 7773     midskill        husband              white   male             40
## 7778    highskill        husband              white   male             45
## 7780     lowskill       depchild              white female             15
## 7788        other       relative              white female             25
## 7798    highskill         tenant              white   male             40
## 7807     lowskill        husband              white   male             40
## 7812    highskill        husband              white   male             40
## 7814     clerical        husband              white   male             58
## 7816        other     single_occ              black female             20
## 7817     lowskill         tenant              white   male             40
## 7819    highskill        husband              white   male             45
## 7826    highskill         tenant              white female             12
## 7839    highskill        husband              white   male             40
## 7853     clerical         tenant              white female             40
## 7860    highskill     single_occ              white   male             48
## 7865     midskill        husband              white   male             55
## 7869     midskill        husband              white   male             40
## 7870     midskill         tenant              white   male             56
## 7877        other        husband              black   male             40
## 7878    highskill       depchild              white   male             40
## 7882     clerical         tenant              white female             40
## 7885     midskill        husband              white   male             40
## 7900     midskill        husband              white   male             58
## 7901        other           wife              black female             20
## 7904     clerical       depchild              white female             40
## 7907    highskill        husband              white   male             40
## 7910     lowskill       depchild Asian_Pac_Islander female             40
## 7921     midskill        husband              white   male             40
## 7924     clerical     single_occ              white female             40
## 7933    highskill       depchild Asian_Pac_Islander female             26
## 7943        other     single_occ              white female             40
## 7950    highskill     single_occ              black female             32
## 7961     lowskill       relative              white   male             40
## 7964        other       depchild              white female             40
## 7969    highskill        husband              white   male             45
## 7974     clerical           wife              white female             20
## 7991  agriculture       depchild              white   male             50
## 8002     clerical         tenant              white female             40
## 8028    highskill         tenant              white female             55
## 8048    highskill        husband              white   male             50
## 8049    highskill        husband              white   male             40
## 8054        other         tenant              white female             27
## 8057     midskill        husband              white   male             40
## 8058        other        husband              white   male             30
## 8071     lowskill       relative Asian_Pac_Islander   male             24
## 8072     lowskill       depchild              white   male             15
## 8073     lowskill           wife              white female             99
## 8076    highskill         tenant Asian_Pac_Islander   male             20
## 8083     midskill       depchild              white   male             45
## 8084     lowskill        husband              white   male             40
## 8087     midskill     single_occ              white   male             43
## 8091     midskill       depchild              white female             40
## 8100     lowskill     single_occ              black   male             40
## 8102     midskill         tenant              white female             45
## 8103    highskill        husband              white   male             40
## 8126    highskill     single_occ              white   male             60
## 8128     clerical         tenant              white female             65
## 8132     lowskill       depchild              white female             40
## 8138  agriculture       depchild              white   male             40
## 8140    highskill        husband              white   male             50
## 8143    highskill           wife              white female             15
## 8144     lowskill       depchild              white   male             16
## 8149     clerical         tenant              white female             40
## 8152    highskill        husband              white   male             60
## 8153    highskill        husband Asian_Pac_Islander   male             40
## 8160    highskill         tenant              white   male             50
## 8161     lowskill        husband              black   male             80
## 8163     lowskill         tenant              white   male             40
## 8170     lowskill       depchild              white   male             40
## 8176    highskill        husband              white   male             40
## 8190        other       depchild              black female             40
## 8201     lowskill     single_occ              white   male             40
## 8209    highskill        husband              white   male             40
## 8214    highskill        husband              white   male             45
## 8218     lowskill       depchild              white   male             35
## 8219     clerical     single_occ              white female             59
## 8220     midskill           wife              black female             45
## 8222     lowskill         tenant              white female             40
## 8230    highskill         tenant              white   male             45
## 8231  agriculture        husband              white   male             50
## 8235    highskill        husband              white   male             40
## 8238    highskill        husband              white   male             40
## 8245     midskill       depchild              white   male             40
## 8247     clerical         tenant              black female             50
## 8248     clerical         tenant              white female             40
## 8259    highskill        husband              white   male             52
## 8260     midskill         tenant              white   male             40
## 8262    highskill         tenant              white female             40
## 8263    highskill        husband              black   male             42
## 8265     midskill        husband              black   male             60
## 8268    highskill        husband              white   male             50
## 8273    highskill        husband              white   male             40
## 8277     midskill       depchild              black   male             40
## 8281    highskill         tenant              white female             60
## 8283     midskill           wife Asian_Pac_Islander female             72
## 8294     lowskill       relative              white female             12
## 8295     clerical         tenant              white   male             40
## 8300     midskill       depchild              white   male             40
## 8303     clerical           wife              white female             40
## 8311     lowskill         tenant              black female              4
## 8315     clerical     single_occ              black female             35
## 8320     midskill         tenant              white   male             50
## 8321    highskill           wife              white female             38
## 8332     midskill       depchild              white   male             30
## 8338     lowskill        husband              white   male             20
## 8351    highskill        husband              white   male             25
## 8353    highskill       depchild              white female             30
## 8359     lowskill     single_occ              white female             30
## 8364    highskill           wife              white female             47
## 8376     lowskill        husband              white   male             80
## 8378  agriculture        husband              white   male             50
## 8382    highskill     single_occ              white   male             35
## 8394    highskill        husband              white   male             99
## 8395    highskill        husband              white   male             40
## 8402     midskill        husband              white   male             45
## 8403    highskill         tenant              white   male             40
## 8404     clerical     single_occ              white female             40
## 8441     midskill       depchild              white   male             40
## 8444    highskill        husband              white   male             40
## 8445    highskill         tenant              white female             40
## 8449    highskill        husband              white   male             45
## 8451    highskill     single_occ              white female             40
## 8457    highskill       depchild              white female             40
## 8461    highskill         tenant              white   male             40
## 8477    highskill        husband              white   male             50
## 8480    highskill        husband              white   male             60
## 8485     clerical         tenant              white female             40
## 8487     midskill         tenant              black   male             40
## 8491    highskill        husband              white   male             40
## 8492  agriculture        husband              white   male             55
## 8500        other        husband              white   male             40
## 8502     lowskill       depchild              white female             15
## 8503     lowskill       depchild              white   male             22
## 8511    highskill        husband              white   male             60
## 8520     midskill       relative              black female             40
## 8521     lowskill         tenant              white   male             40
## 8523    highskill         tenant              white   male              6
## 8526    highskill        husband              white   male             60
## 8532     lowskill        husband              white   male             40
## 8537    highskill        husband              white   male             40
## 8538     lowskill       depchild              white female             35
## 8541     midskill        husband              white   male             40
## 8548     midskill         tenant              white   male             40
## 8550    highskill         tenant              white female             45
## 8561    highskill       depchild              white   male             30
## 8564     lowskill       depchild              white   male             60
## 8567     midskill        husband              white   male             40
## 8568     clerical           wife              white female             40
## 8570    highskill         tenant              white   male             48
## 8575    highskill         tenant              white   male             40
## 8577    highskill     single_occ              white female             40
## 8578  agriculture        husband              white   male             40
## 8582  agriculture         tenant              white   male             40
## 8586     clerical     single_occ              white female             44
## 8587     midskill       depchild              white   male             40
## 8600     clerical        husband              white   male             38
## 8616     midskill         tenant              white female             45
## 8623    highskill       depchild              white female             20
## 8625    highskill         tenant              white female             40
## 8627    highskill         tenant              white   male             10
## 8628     clerical     single_occ              white female              5
## 8632     midskill         tenant              white   male             40
## 8638     clerical         tenant              white   male             30
## 8641     lowskill       depchild              white   male             35
## 8649    highskill       depchild              white female             40
## 8651    highskill         tenant              white female             40
## 8662    highskill     single_occ              white female             60
## 8665     clerical     single_occ              white female             40
## 8675  agriculture        husband              white   male             70
## 8677    highskill         tenant              white female             40
## 8683    highskill           wife              white female             30
## 8684     clerical         tenant              white female             37
## 8689    highskill        husband Asian_Pac_Islander   male             36
## 8692     midskill        husband              white   male             40
## 8701     midskill        husband              white   male             40
## 8703    highskill       depchild              white female             40
## 8711    highskill        husband              other   male             65
## 8721    highskill       relative              white   male             40
## 8724     lowskill       depchild              white   male             27
## 8731    highskill         tenant              white   male             40
## 8732    highskill         tenant              white female             40
## 8736     midskill        husband              white   male             40
## 8737     midskill        husband              white   male             40
## 8751    highskill     single_occ              white female             40
## 8754     lowskill        husband              white   male             40
## 8767    highskill         tenant              white   male             40
## 8769    highskill        husband              white   male             45
## 8770        other       depchild              white female             40
## 8773     lowskill     single_occ              black female             40
## 8781    highskill     single_occ              white female             80
## 8782    highskill        husband              white   male             48
## 8783        other       depchild              white   male             15
## 8785     lowskill       depchild              white   male             45
## 8790    highskill         tenant              white female             40
## 8791     clerical           wife              white female             40
## 8794     midskill        husband              black   male             52
## 8799     lowskill       depchild              white   male             16
## 8801    highskill         tenant              white   male             40
## 8814     clerical        husband              white   male             40
## 8818     midskill       depchild              white   male             40
## 8819     lowskill        husband              white   male             19
## 8824    highskill        husband              white   male             90
## 8826    highskill        husband              white   male             75
## 8836    highskill         tenant              black female             40
## 8840     lowskill     single_occ              white female             40
## 8848        other         tenant              other female              6
## 8855    highskill        husband              white   male             60
## 8858    highskill         tenant              white   male             55
## 8859    highskill        husband              white   male             40
## 8861     midskill         tenant              white   male             45
## 8865     midskill        husband              white   male             40
## 8866     midskill           wife              white female             40
## 8868     midskill     single_occ              white   male             40
## 8870    highskill        husband              white   male             40
## 8883    highskill        husband              white   male             40
## 8884    highskill        husband              white   male             60
## 8885     lowskill         tenant              white female             40
## 8903     midskill        husband              black   male             40
## 8916     clerical     single_occ              black female             40
## 8924    highskill       depchild              white   male             30
## 8926     lowskill        husband              white   male             40
## 8931     midskill         tenant              white   male             42
## 8940    highskill        husband              white   male             50
## 8945     lowskill        husband              white   male             58
## 8947     clerical        husband              white   male             50
## 8950        other         tenant              white female             40
## 8952    highskill     single_occ              white female             45
## 8953     midskill        husband              white   male             40
## 8956     clerical           wife              white female             55
## 8958    highskill        husband              white   male             50
## 8959  agriculture        husband              white   male             40
## 8966     clerical         tenant              white female             40
## 8967    highskill        husband              white   male             48
## 8970    highskill       depchild              white   male             43
## 8971    highskill         tenant              white   male             45
## 8973     clerical         tenant              white female             40
## 8976     midskill        husband              white   male             40
## 8979     midskill        husband              white   male             40
## 8980    highskill         tenant              white female             60
## 8987    highskill        husband              black   male             35
## 8989    highskill        husband              white   male             60
## 8990    highskill     single_occ              white   male             44
## 8994     clerical         tenant Asian_Pac_Islander   male             40
## 8997        other         tenant              white   male             40
## 9008     midskill        husband              white   male             40
## 9015     midskill        husband              white   male             40
## 9023    highskill        husband              white   male             50
## 9046    highskill       depchild              black female             40
## 9047     lowskill        husband              white   male             35
## 9049     midskill       depchild              white   male             50
## 9058    highskill        husband              white   male             40
## 9062     clerical       depchild              white female             40
## 9063    highskill        husband              white   male             60
## 9071    highskill        husband              white   male             45
## 9077     clerical       depchild              white female             60
## 9079     clerical         tenant              white   male             40
## 9084    highskill        husband              white   male             24
## 9087     midskill         tenant              white   male             40
## 9093     clerical     single_occ              white   male             40
## 9112    highskill       depchild              white   male             10
## 9115    highskill       relative              white   male             40
## 9124    highskill        husband              black   male             40
## 9125  agriculture        husband              white   male             94
## 9128     lowskill     single_occ              white   male             50
## 9130     midskill        husband              white   male             40
## 9131    highskill        husband              white   male             50
## 9133     clerical         tenant              white   male             40
## 9145    highskill        husband              white   male             40
## 9153    highskill        husband              white   male             40
## 9155     midskill         tenant              white   male             40
## 9158    highskill         tenant              white female             30
## 9161     midskill        husband              white   male             70
## 9164    highskill         tenant              white female             40
## 9172    highskill       depchild              white female             10
## 9175    highskill       depchild              white female             15
## 9177     clerical       depchild              white female             38
## 9181     midskill        husband              white   male             44
## 9182    highskill         tenant              white female             40
## 9187     midskill        husband              white   male             50
## 9191     lowskill        husband              white   male             40
## 9201     midskill        husband              white   male             40
## 9209     lowskill       depchild              white   male             40
## 9227    highskill     single_occ             native female             40
## 9232     midskill        husband              white   male             40
## 9235    highskill         tenant              white female             50
## 9237     midskill         tenant              white   male             40
## 9241     clerical       depchild              white female             40
## 9252     midskill     single_occ              white   male             25
## 9253     lowskill        husband              other   male             40
## 9255     clerical        husband              white   male             40
## 9261    highskill        husband              white   male             50
## 9269    highskill        husband              white   male             40
## 9271    highskill        husband              white   male             40
## 9276     lowskill         tenant              white   male             10
## 9284     midskill         tenant              white   male             40
## 9300    highskill        husband              white   male             40
## 9302     lowskill       depchild              white   male             24
## 9304  agriculture        husband              white   male              8
## 9305     clerical       relative              white   male             20
## 9310    highskill        husband              white   male             60
## 9314     lowskill         tenant              white   male             30
## 9322    highskill        husband              white   male             50
## 9326    highskill         tenant              white   male             25
## 9355    highskill         tenant              white   male             40
## 9356     midskill       depchild              black   male             40
## 9357     lowskill       depchild              white female             20
## 9358    highskill        husband              white   male             48
## 9362     midskill        husband              white   male             40
## 9364     lowskill        husband              white   male             40
## 9365     midskill        husband              white   male             40
## 9368        other       depchild              white   male             40
## 9373    highskill        husband              white   male             40
## 9375    highskill           wife              white female             35
## 9380     lowskill        husband              white   male             40
## 9382     lowskill       depchild              white   male             40
## 9386     lowskill       depchild              white   male             25
## 9391     midskill        husband              white   male             40
## 9393    highskill        husband              white   male             50
## 9398    highskill        husband              white   male             50
## 9399  agriculture       depchild              white   male             80
## 9402    highskill       depchild              white female             40
## 9408     midskill         tenant              white   male             46
## 9409     midskill        husband              white   male             50
## 9416    highskill       depchild              white   male             20
## 9421    highskill         tenant              white   male             40
## 9423     clerical           wife              white female             30
## 9425     clerical         tenant              black female             40
## 9430    highskill        husband              white   male             40
## 9432     lowskill       depchild              white   male             60
## 9434    highskill         tenant              white female             40
## 9439    highskill         tenant              white female             40
## 9441    highskill        husband              white   male             45
## 9444    highskill        husband              white   male             40
## 9447     midskill       relative              white   male             40
## 9448     midskill           wife              white female             45
## 9450     midskill        husband              white   male             40
## 9454    highskill        husband              white   male             40
## 9455    highskill        husband              black   male             10
## 9457    highskill       depchild              black   male             40
## 9458     lowskill         tenant Asian_Pac_Islander female             40
## 9462     clerical       depchild              white   male             30
## 9466    highskill        husband              white   male             49
## 9471     midskill       relative Asian_Pac_Islander   male             40
## 9472    highskill         tenant              white female             33
## 9475     midskill       depchild              white   male             40
## 9476    highskill     single_occ              white female             40
## 9483     lowskill        husband              white   male             40
## 9486     midskill        husband              black   male             40
## 9487    highskill        husband              white   male             20
## 9488     midskill        husband              white   male             40
## 9498     lowskill         tenant              white female             35
## 9501        other           wife              white female             40
## 9502    highskill        husband              white   male             40
## 9516    highskill     single_occ              white female             60
## 9523     lowskill     single_occ              white female             25
## 9526     lowskill     single_occ Asian_Pac_Islander female             48
## 9534    highskill        husband Asian_Pac_Islander   male             50
## 9543     lowskill     single_occ              white female             40
## 9544     midskill       relative              other   male             40
## 9546     lowskill     single_occ              white female             35
## 9547     midskill        husband              white   male             60
## 9552     lowskill     single_occ              white female             40
## 9553    highskill         tenant              white   male             40
## 9556     clerical       depchild              white   male             30
## 9557    highskill     single_occ              white female             48
## 9560     lowskill         tenant              white   male             60
## 9565    highskill        husband              white   male             40
## 9568    highskill        husband              white   male             40
## 9581    highskill         tenant Asian_Pac_Islander   male             28
## 9594     midskill       depchild              black female             40
## 9596     lowskill       relative              black female             40
## 9604     midskill         tenant              white   male             45
## 9608     clerical       depchild              black female             40
## 9613     lowskill         tenant              white   male             29
## 9616     midskill        husband              white   male             40
## 9624     clerical         tenant              black female             40
## 9628  agriculture           wife              white female             40
## 9630    highskill        husband              white   male             35
## 9639     midskill        husband              white   male             40
## 9643     midskill        husband              white   male             40
## 9644    highskill        husband              white   male             20
## 9653    highskill        husband              white   male             45
## 9654     clerical         tenant              white   male             30
## 9660     clerical     single_occ              black   male             35
## 9664    highskill        husband              white   male             45
## 9668    highskill       depchild              white female             36
## 9669     midskill        husband              white   male             40
## 9681    highskill         tenant              white   male             40
## 9689    highskill         tenant              white   male             50
## 9693    highskill           wife              white female             30
## 9694    highskill         tenant              white female             40
## 9707    highskill         tenant              white female             40
## 9714    highskill        husband              white   male             44
## 9725     clerical         tenant              white   male             53
## 9737    highskill        husband              white   male             45
## 9739     clerical       depchild              white female             40
## 9742     lowskill        husband              black   male             80
## 9743     midskill        husband              white   male             40
## 9745     midskill       relative              white   male             40
## 9753    highskill         tenant              white female             50
## 9756     midskill        husband              white   male             44
## 9758     lowskill         tenant              white   male             20
## 9764     midskill     single_occ              white female             50
## 9780     lowskill     single_occ              black female             21
## 9786     midskill        husband              white   male             40
## 9787     clerical        husband              white   male             40
## 9792     midskill        husband              white   male             60
## 9809     clerical        husband              black   male             40
## 9819     clerical        husband              white   male             40
## 9820    highskill         tenant              white   male             50
## 9824    highskill         tenant              white   male             40
## 9827     clerical        husband              white   male             60
## 9831     midskill         tenant              white   male             56
## 9835     midskill         tenant              white female             40
## 9837    highskill         tenant Asian_Pac_Islander   male             40
## 9848     midskill        husband             native   male             60
## 9849     lowskill       relative Asian_Pac_Islander female             40
## 9855     midskill         tenant              white   male             40
## 9879    highskill        husband              white   male             48
## 9881     clerical        husband              black   male             50
## 9884  agriculture     single_occ              black   male             40
## 9888     midskill         tenant              white   male             40
## 9906     midskill        husband              white   male             40
## 9912    highskill     single_occ Asian_Pac_Islander   male             50
## 9913     clerical     single_occ              white female             40
## 9915     midskill        husband              white   male             45
## 9917     midskill        husband              white   male             50
## 9930     clerical         tenant              white female             55
## 9938    highskill        husband              white   male             40
## 9941    highskill         tenant              white female             40
## 9945    highskill         tenant              white female             45
## 9948     lowskill       relative              white   male             45
## 9951     clerical       depchild              black female             40
## 9953    highskill        husband Asian_Pac_Islander   male             17
## 9955    highskill        husband              white   male             55
## 9960     midskill        husband              black   male             40
## 9964    highskill         tenant              white female             20
## 9968    highskill         tenant              white female             40
## 9977     midskill         tenant              white   male             40
## 9980    highskill         tenant              white   male             40
## 9987    highskill        husband              white   male             40
## 9993     midskill       depchild              black female             40
## 9996    highskill        husband              white   male             60
## 9998     midskill       depchild              black   male             40
## 10019   highskill       depchild              white female             19
## 10029   highskill        husband              white   male             45
## 10032    midskill       relative              white   male             40
## 10041    midskill       depchild              white   male             40
## 10052   highskill         tenant              white   male             77
## 10053    clerical     single_occ              white female             24
## 10063   highskill        husband              white   male             50
## 10067    lowskill       relative              black female             30
## 10070    midskill        husband              white   male             40
## 10077    clerical         tenant              black   male             20
## 10079   highskill         tenant              white   male             40
## 10086    lowskill       depchild              white female             40
## 10091   highskill         tenant              white   male             70
## 10093    clerical         tenant              other   male             20
## 10102    lowskill         tenant              white   male             40
## 10105    midskill        husband              white   male             40
## 10109    lowskill           wife              white female             40
## 10111       other       depchild              white   male             40
## 10113   highskill       relative              white female             30
## 10117    clerical           wife              white female             40
## 10125 agriculture         tenant              white   male             35
## 10132    lowskill       depchild              white   male             16
## 10133 agriculture       depchild              white   male             40
## 10139    lowskill         tenant              white   male             40
## 10148   highskill        husband              white   male             40
## 10150   highskill           wife              white female             40
## 10154    midskill        husband              white   male             60
## 10157    lowskill       depchild              white   male             40
## 10158    midskill         tenant              white   male             40
## 10184    clerical       depchild              white female             15
## 10189   highskill        husband Asian_Pac_Islander   male             40
## 10190    midskill        husband              white   male             40
## 10194   highskill        husband              white   male             40
## 10201    midskill        husband              white   male             35
## 10203   highskill        husband              white   male             40
## 10214    lowskill         tenant              white female             30
## 10215    midskill         tenant              white   male             25
## 10223       other       depchild              white female             30
## 10225    lowskill       depchild              white   male             40
## 10227   highskill       depchild              white female             40
## 10229   highskill           wife              white female             19
## 10233       other       relative              white female             35
## 10236   highskill         tenant              white   male             40
## 10240   highskill         tenant              white female             40
## 10256   highskill        husband              white   male             40
## 10258    clerical         tenant              white female             40
## 10259   highskill         tenant              white   male             60
## 10267    midskill        husband              white   male             99
## 10268    midskill        husband              white   male             50
## 10269   highskill        husband              white   male             45
## 10276    clerical     single_occ              white female             20
## 10278    clerical       depchild              white   male             40
## 10279   highskill       relative              white   male             40
## 10281   highskill        husband              white   male             50
## 10285   highskill        husband              white   male             18
## 10288    midskill        husband              white   male             40
## 10299    midskill        husband              white   male             40
## 10302   highskill        husband              white   male             45
## 10306    lowskill        husband              white   male             35
## 10314    clerical        husband              white   male             40
## 10319   highskill        husband              black   male             40
## 10327   highskill     single_occ              white female             40
## 10333   highskill        husband              white   male             45
## 10335    midskill         tenant              white   male             50
## 10336    clerical        husband Asian_Pac_Islander   male             40
## 10344    midskill         tenant              black   male             60
## 10351   highskill        husband              white   male             30
## 10365   highskill     single_occ              white female             40
## 10369   highskill         tenant              white female             45
## 10376   highskill        husband              white   male             50
## 10389    midskill        husband              white   male             40
## 10397   highskill         tenant              white female             35
## 10401    clerical       depchild              white female             30
## 10404    midskill         tenant              white   male             40
## 10419    midskill         tenant              white   male             40
## 10421    lowskill        husband              black   male             40
## 10427   highskill        husband              white   male             40
## 10429    midskill        husband              white   male             35
## 10430   highskill        husband              white   male             50
## 10433    midskill       depchild              white   male             24
## 10441       other       depchild              white   male             40
## 10446    lowskill        husband              white   male             65
## 10453    clerical       depchild              white female             40
## 10456   highskill        husband              white   male             60
## 10459    midskill         tenant              white   male              8
## 10463    midskill         tenant              black female             40
## 10467   highskill         tenant              white female             40
## 10475    midskill        husband              white   male             40
## 10486       other       depchild              black   male             48
## 10487       other         tenant              white female             35
## 10490   highskill        husband              white   male             40
## 10496    midskill        husband              white   male             40
## 10516    clerical        husband              white   male             36
## 10523   highskill         tenant              white   male             20
## 10530   highskill        husband              white   male             40
## 10538    midskill     single_occ              white   male             40
## 10541   highskill        husband              white   male             42
## 10546    midskill        husband              white   male             50
## 10551   highskill        husband              white   male             45
## 10556    lowskill       depchild              black   male             30
## 10565    midskill        husband              white   male             40
## 10569   highskill         tenant              white female             40
## 10578    lowskill         tenant              black female             30
## 10581   highskill         tenant              white   male             60
## 10591   highskill         tenant Asian_Pac_Islander   male             40
## 10596    clerical       depchild              white   male             40
## 10603   highskill        husband              white   male             50
## 10613    clerical         tenant              white   male             40
## 10624    clerical     single_occ              black female             38
## 10629   highskill        husband              white   male             45
## 10635   highskill        husband Asian_Pac_Islander   male             50
## 10641    midskill        husband              white   male             40
## 10652    midskill         tenant              white   male             40
## 10655    lowskill         tenant              white   male             14
## 10665    midskill     single_occ              white   male             40
## 10667   highskill         tenant              white   male             40
## 10677    lowskill        husband              white   male             40
## 10678    clerical       depchild              white female             40
## 10679 agriculture        husband              white   male             15
## 10681    lowskill         tenant              white   male             40
## 10685       other         tenant              white female             35
## 10689   highskill         tenant              white   male             56
## 10696   highskill     single_occ              white female             40
## 10699    lowskill         tenant              black   male             40
## 10719       other           wife              white female             16
## 10720   highskill        husband              white   male             45
## 10729 agriculture         tenant              white female             82
## 10731    clerical         tenant              white female             40
## 10735    midskill        husband              white   male             45
## 10737   highskill        husband Asian_Pac_Islander   male             20
## 10743    midskill        husband              white   male             40
## 10750    midskill        husband              white   male             40
## 10752    clerical     single_occ              black female             40
## 10756    lowskill       depchild              white female             37
## 10757    lowskill       depchild              black   male             40
## 10768   highskill        husband              white   male             40
## 10773   highskill           wife Asian_Pac_Islander female             60
## 10776    clerical         tenant              white female             35
## 10780   highskill       depchild              white   male             30
## 10786   highskill         tenant              white   male             52
## 10791    clerical           wife              white female             35
## 10795    midskill           wife              white female             40
## 10815   highskill        husband              white   male             40
## 10822    lowskill       relative              white female             25
## 10827    lowskill         tenant              white   male             40
## 10828    midskill        husband              white   male             45
## 10830   highskill        husband              white   male             40
## 10833    clerical         tenant              white   male             40
## 10834    midskill       depchild              white   male             40
## 10836    lowskill           wife Asian_Pac_Islander female             40
## 10838       other     single_occ              white female             40
## 10840   highskill       depchild              black female             15
## 10847    lowskill         tenant              white female             40
## 10849    midskill        husband              white   male             40
## 10852    midskill       depchild              white   male             40
## 10867    midskill        husband              white   male             58
## 10869   highskill        husband              white   male             40
## 10872    midskill        husband              white   male             40
## 10876   highskill         tenant              white female             55
## 10878    midskill     single_occ              white   male             40
## 10881    midskill       depchild              white   male             40
## 10883    midskill        husband              white   male             40
## 10915    lowskill         tenant              black   male             80
## 10918   highskill        husband              white   male             70
## 10919   highskill         tenant              white female             35
## 10921    midskill        husband              white   male             48
## 10927   highskill         tenant              white   male             50
## 10929    midskill         tenant              white   male             40
## 10930    midskill        husband              black   male             40
## 10932       other         tenant              white   male             50
## 10940   highskill         tenant              white   male             55
## 10942    midskill        husband              white   male             40
## 10954   highskill     single_occ              white   male             60
## 10965   highskill        husband              white   male             70
## 10971   highskill       depchild              white female             30
## 10976 agriculture       depchild              black   male             30
## 10977    midskill        husband              white   male             40
## 10979    clerical           wife              white female             25
## 10986   highskill         tenant              black   male             40
## 10996       other         tenant              white   male             40
## 11009    lowskill     single_occ              black female             40
## 11019    midskill        husband              white   male             40
## 11023    clerical       depchild              white female              4
## 11025    midskill       depchild              white   male             40
## 11030   highskill        husband              white   male             45
## 11039    lowskill         tenant              white   male             40
## 11041   highskill        husband              white   male             55
## 11044    clerical     single_occ              white female             40
## 11048   highskill       depchild              white female             72
## 11050    midskill       relative              white   male             40
## 11083   highskill        husband              white   male             50
## 11092   highskill        husband              white   male             44
## 11094   highskill        husband              white   male             50
## 11096    midskill         tenant              white   male             40
## 11097   highskill       depchild              white   male             50
## 11102 agriculture        husband              white   male             50
## 11103    midskill        husband              white   male             45
## 11108   highskill        husband              white   male             45
## 11110    lowskill       depchild              white   male             20
## 11118   highskill     single_occ              white female             40
## 11123 agriculture        husband              white   male             50
## 11124   highskill         tenant              white female             60
## 11127    midskill       depchild              white   male             42
## 11134   highskill        husband              white   male             60
## 11135    midskill           wife Asian_Pac_Islander female             40
## 11136   highskill     single_occ              white female             80
## 11142    midskill     single_occ              black female             40
## 11143    midskill       depchild              white   male             40
## 11148    clerical           wife              white female             40
## 11149 agriculture       depchild              white   male             10
## 11154   highskill        husband              white   male             55
## 11157   highskill         tenant              white   male             30
## 11159       other       depchild              white female             24
## 11171    clerical        husband              white   male             40
## 11173    midskill         tenant              black female             40
## 11176    lowskill       depchild              white female             30
## 11180    lowskill       depchild              white   male             40
## 11182   highskill        husband              white   male             25
## 11189    midskill       relative Asian_Pac_Islander female             40
## 11190    midskill        husband              white   male             40
## 11196   highskill        husband              white   male             32
## 11199       other           wife              white female             20
## 11209    midskill        husband              white   male             45
## 11212    midskill         tenant              white   male             50
## 11219    clerical        husband              white   male             40
## 11220   highskill        husband              white   male             40
## 11226   highskill         tenant              white   male             70
## 11235       other       depchild              white female             40
## 11241 agriculture        husband              white   male             50
## 11247   highskill        husband              white   male             40
## 11256    midskill        husband              white   male             40
## 11258   highskill     single_occ              white   male             48
## 11260   highskill     single_occ              white female             40
## 11269    clerical     single_occ              white female             40
## 11288    clerical     single_occ              black female             20
## 11289    clerical       depchild              black   male             30
## 11302    midskill        husband              white   male             50
## 11303    midskill        husband              white   male             40
## 11305    clerical       depchild              black   male             20
## 11310    midskill        husband              white   male             45
## 11315   highskill        husband              white   male             50
## 11318    lowskill         tenant              white   male             20
## 11330   highskill        husband              white   male             40
## 11337   highskill         tenant              black   male             40
## 11341       other        husband              white   male             40
## 11345   highskill         tenant              white female             24
## 11349    midskill         tenant              white   male             35
## 11360   highskill        husband              white   male             50
## 11375    lowskill     single_occ              white female             38
## 11379    lowskill       depchild              white   male             30
## 11388   highskill        husband              white   male             65
## 11391    lowskill     single_occ              white female             30
## 11392       other           wife              white female             36
## 11397   highskill         tenant              white female             37
## 11398    midskill         tenant              white   male             55
## 11399    midskill        husband              white   male             50
## 11400    lowskill        husband              white   male             40
## 11401    midskill         tenant              white   male             45
## 11412    midskill         tenant              white female             30
## 11418    midskill         tenant              white   male             40
## 11419   highskill     single_occ              white female             40
## 11420   highskill        husband              white   male             45
## 11433   highskill         tenant              white   male             55
## 11435    midskill        husband              white   male             40
## 11443    clerical         tenant              white female             40
## 11448    lowskill         tenant              white   male             40
## 11454    midskill        husband              white   male             80
## 11456    clerical       depchild              white female             16
## 11478   highskill     single_occ              white female             35
## 11481   highskill       depchild              black female             65
## 11483    lowskill        husband              white   male             40
## 11494    midskill        husband              white   male             40
## 11495   highskill         tenant              white   male             60
## 11502    clerical        husband              white   male             40
## 11507   highskill        husband              white   male             35
## 11518   highskill         tenant              white female             20
## 11524    lowskill         tenant              white female             30
## 11526   highskill     single_occ              white female             40
## 11532    clerical         tenant              white female             40
## 11534    lowskill        husband              white   male             20
## 11535   highskill     single_occ              white female             40
## 11543   highskill     single_occ              white female             55
## 11551       other       depchild              white female             10
## 11552    lowskill       depchild              white   male             40
## 11553    lowskill        husband              white   male             40
## 11571    lowskill       depchild              white female             12
## 11573    clerical           wife              white female             65
## 11576    lowskill     single_occ              white female             22
## 11577   highskill           wife              white female             40
## 11583    midskill        husband              white   male             40
## 11584    lowskill       depchild              white female             30
## 11592       other       relative              white female             40
## 11595    clerical       depchild              white female             40
## 11597   highskill        husband              white   male             45
## 11600    clerical       depchild              white   male             40
## 11601   highskill        husband              white   male             60
## 11605   highskill        husband              black   male             40
## 11614    clerical       relative              white female             16
## 11617   highskill        husband              white   male             45
## 11620    midskill        husband              white   male             45
## 11622       other         tenant              black   male             15
## 11624    lowskill         tenant              black female              6
## 11627    clerical       depchild              white   male             40
## 11631   highskill         tenant              black   male             40
## 11637   highskill         tenant              white female             40
## 11639    clerical        husband              white   male             40
## 11644    clerical         tenant              white   male             40
## 11646   highskill       depchild              white   male             35
## 11648    midskill        husband              white   male             40
## 11653   highskill        husband              white   male             60
## 11654   highskill       depchild              white   male             40
## 11656    lowskill         tenant              white   male             40
## 11665    lowskill        husband              white   male             35
## 11667   highskill       depchild              white female             20
## 11670    lowskill         tenant              white   male             50
## 11672   highskill     single_occ              black female             38
## 11673    midskill         tenant              white female             40
## 11690    midskill        husband              white   male             48
## 11697    midskill        husband              white   male             35
## 11698    clerical     single_occ              black female             40
## 11703    midskill       depchild              white   male             40
## 11705    lowskill       depchild              white female             40
## 11707    clerical        husband              white   male             45
## 11708    midskill        husband              white   male             45
## 11709    lowskill         tenant              white   male             40
## 11714       other     single_occ              black female             37
## 11720   highskill           wife              white female             36
## 11731   highskill         tenant              white   male             60
## 11743    clerical       depchild              white   male             15
## 11745   highskill        husband              white   male             40
## 11751   highskill        husband              white   male             50
## 11752    lowskill         tenant              white female             50
## 11762   highskill        husband              white   male             50
## 11767    midskill        husband              white   male             40
## 11769       other       depchild              white   male             40
## 11776 agriculture        husband              white   male             45
## 11781   highskill        husband              white   male             40
## 11791   highskill        husband              white   male             35
## 11792    clerical         tenant              white female             30
## 11803   highskill        husband             native   male             60
## 11804    midskill        husband              white   male             60
## 11813   highskill         tenant              black female             45
## 11821    midskill        husband              white   male             40
## 11823   highskill       depchild              white   male             38
## 11828   highskill        husband              white   male             40
## 11831    clerical         tenant              white   male             40
## 11832   highskill         tenant              white female             40
## 11835   highskill        husband              white   male             40
## 11841    clerical           wife              white female             40
## 11843   highskill        husband              white   male             60
## 11844    midskill       depchild              white   male             40
## 11850   highskill         tenant              white female             50
## 11852       other     single_occ              white female             30
## 11854   highskill        husband              black   male             40
## 11856    lowskill       depchild              white   male             40
## 11857 agriculture        husband              white   male             40
## 11860   highskill         tenant              white female             30
## 11863    lowskill       depchild              white   male             40
## 11864    lowskill       depchild              white female             40
## 11877    midskill        husband              white   male             40
## 11894   highskill         tenant              black female             40
## 11897   highskill        husband              white   male             56
## 11904    midskill     single_occ              white   male             30
## 11905   highskill        husband              white   male             45
## 11907   highskill         tenant              white   male             50
## 11908    midskill         tenant              white   male             45
## 11913    midskill        husband              white   male             40
## 11921   highskill        husband              white   male             40
## 11927    clerical     single_occ              white female             40
## 11933    lowskill       depchild              white female             40
## 11937   highskill         tenant              white   male             51
## 11939       other       depchild              white   male             40
## 11948    clerical         tenant              white female             40
## 11957    midskill        husband              white   male             22
## 11977   highskill        husband              white   male             35
## 11978    midskill         tenant              white   male             40
## 11982   highskill        husband              white   male             50
## 11985   highskill        husband              white   male             40
## 12000   highskill        husband              white   male             60
## 12006   highskill        husband              white   male             60
## 12008       other        husband              white   male             50
## 12014    lowskill        husband              white   male             40
## 12015   highskill     single_occ              white female             40
## 12020    clerical       depchild              white female             40
## 12037    lowskill           wife              black female             30
## 12057   highskill       depchild              white female             30
## 12060 agriculture       depchild              black   male             40
## 12067    midskill        husband              white   male             60
## 12070   highskill       relative              white   male             20
## 12082   highskill        husband              white   male             50
## 12089    midskill       depchild              white   male             20
## 12094       other         tenant Asian_Pac_Islander   male             50
## 12108   highskill        husband              white   male             50
## 12111   highskill        husband              white   male             40
## 12114   highskill        husband              white   male             37
## 12117    midskill        husband              white   male             38
## 12127    midskill       depchild              white   male             15
## 12130    midskill       relative Asian_Pac_Islander   male             40
## 12134    midskill        husband              white   male             60
## 12135    midskill        husband              white   male             40
## 12136   highskill       depchild              white female             40
## 12138    clerical     single_occ              white female             12
## 12143    midskill        husband              black   male             35
## 12149    clerical           wife              white female             20
## 12150    lowskill     single_occ              black female             50
## 12153   highskill        husband              white   male             43
## 12156    clerical     single_occ              white female             38
## 12164   highskill        husband              white   male             40
## 12173    midskill         tenant Asian_Pac_Islander   male             40
## 12175   highskill           wife              black female             40
## 12179    midskill       relative              white   male             30
## 12182    midskill        husband              white   male             45
## 12191    clerical           wife              white female             40
## 12193    midskill         tenant              white   male             65
## 12205    clerical        husband              white   male             40
## 12208   highskill        husband              white   male             40
## 12210   highskill        husband              white   male             99
## 12222    clerical       depchild Asian_Pac_Islander female             40
## 12233   highskill        husband              white   male             60
## 12234    clerical         tenant              white female             40
## 12237    clerical         tenant              white female             47
## 12240    midskill        husband              white   male             45
## 12241    midskill         tenant              black   male             40
## 12244    lowskill         tenant              white female             40
## 12247    midskill        husband              white   male             40
## 12254       other         tenant              black female             20
## 12260    midskill        husband              white   male             40
## 12261    midskill       depchild              black   male             50
## 12263    midskill        husband Asian_Pac_Islander   male             40
## 12264    midskill        husband              white   male             40
## 12268    midskill        husband              white   male             40
## 12276    midskill         tenant             native   male             40
## 12278   highskill       depchild              white   male             40
## 12279    midskill        husband              black   male             40
## 12285    midskill        husband              white   male             40
## 12287    midskill        husband              white   male             50
## 12290    midskill        husband              white   male             32
## 12291    clerical       depchild              white female             40
## 12292    lowskill         tenant              black female             35
## 12294   highskill        husband              white   male             70
## 12300       other        husband              white   male             70
## 12303    midskill        husband              white   male             40
## 12312   highskill        husband              white   male             40
## 12315   highskill           wife              black female             40
## 12332    midskill         tenant              white   male             40
## 12334   highskill       relative              black female             40
## 12339   highskill     single_occ              white   male             50
## 12340    clerical       depchild              white   male             40
## 12349   highskill        husband              white   male             38
## 12356    clerical           wife              white female             40
## 12362 agriculture       depchild              white   male             20
## 12372    clerical         tenant              white   male             40
## 12381   highskill       depchild              white female             25
## 12383    clerical         tenant              white female             40
## 12385   highskill         tenant              white female             60
## 12396   highskill         tenant              white   male             30
## 12406       other       depchild              white female             40
## 12411   highskill       depchild              white female             40
## 12416   highskill         tenant              white   male             40
## 12419   highskill         tenant              white female             60
## 12424   highskill     single_occ              white female             20
## 12426   highskill        husband              white   male             45
## 12430   highskill        husband              white   male             60
## 12432    midskill        husband              white   male             40
## 12434   highskill        husband              white   male             40
## 12436    midskill        husband              white   male             40
## 12439       other         tenant Asian_Pac_Islander female             10
## 12447   highskill        husband              white   male             60
## 12455   highskill         tenant              white female             16
## 12456    midskill           wife              white female             45
## 12459    lowskill         tenant              white   male             40
## 12464    midskill        husband              white   male             48
## 12474    midskill        husband              white   male             40
## 12475   highskill     single_occ              white female             40
## 12480    midskill        husband              black   male             60
## 12487    midskill        husband              white   male             55
## 12501    midskill        husband              white   male             40
## 12503   highskill         tenant              black female             40
## 12505    lowskill        husband              white   male             35
## 12507    lowskill           wife              white female             40
## 12510    midskill        husband              white   male             40
## 12515    clerical     single_occ              white female             40
## 12518   highskill       depchild              white female             40
## 12520    midskill         tenant              black   male             40
## 12548   highskill        husband              white   male             40
## 12549   highskill        husband              black   male             65
## 12550    clerical         tenant              white   male             40
## 12552    clerical       depchild              white female             40
## 12556    midskill        husband              white   male             44
## 12568   highskill        husband              white   male             50
## 12569   highskill        husband              white   male             43
## 12575   highskill           wife              white female             35
## 12579   highskill        husband              white   male             40
## 12582    lowskill         tenant              black   male             30
## 12586   highskill         tenant              white female             30
## 12589    lowskill       depchild              white   male             40
## 12594 agriculture        husband              white   male             60
## 12598   highskill        husband              white   male             40
## 12601   highskill       relative              white female             20
## 12606   highskill        husband              white   male             40
## 12619    clerical     single_occ              white female             40
## 12620    lowskill         tenant              white   male             45
## 12630    clerical         tenant              white   male             30
## 12645   highskill     single_occ              white female             60
## 12648   highskill        husband              white   male             45
## 12649    midskill         tenant              white   male             40
## 12654 agriculture     single_occ              white   male             45
## 12661    clerical         tenant              black female             40
## 12671    midskill        husband              other   male             30
## 12681   highskill        husband              white   male             40
## 12683    clerical       depchild              white female             35
## 12695   highskill        husband              white   male             55
## 12702    lowskill     single_occ              white   male             40
## 12704    clerical        husband              white   male             36
## 12706   highskill       relative              white   male             40
## 12708    lowskill     single_occ              white   male             40
## 12714    midskill        husband              white   male             30
## 12718    clerical         tenant              white female             40
## 12722    lowskill        husband              white   male             40
## 12724   highskill        husband              white   male             65
## 12727   highskill       depchild              white female             35
## 12728   highskill         tenant              white female             35
## 12730   highskill         tenant              white   male             50
## 12736   highskill     single_occ              white female             40
## 12740   highskill        husband              white   male             60
## 12754   highskill     single_occ              white female             40
## 12756   highskill         tenant              black   male             40
## 12761    clerical       depchild              black female             25
## 12767   highskill         tenant              white   male             40
## 12773    lowskill       depchild              white female             25
## 12784    midskill         tenant              white   male             40
## 12786    midskill         tenant              white   male             40
## 12797    lowskill         tenant              white female             40
## 12798   highskill        husband              white   male             40
## 12799   highskill     single_occ              white   male             40
## 12805   highskill        husband              white   male             40
## 12811    lowskill        husband              white   male             40
## 12813    clerical         tenant              white female             39
## 12815   highskill        husband              white   male             40
## 12816    clerical       depchild              white   male             40
## 12817    lowskill        husband              white   male             40
## 12826   highskill       depchild              white female             35
## 12832   highskill         tenant              white female             38
## 12838   highskill        husband              white   male             50
## 12846    midskill         tenant             native   male             50
## 12848   highskill       depchild              white   male             40
## 12852 agriculture         tenant              white   male             55
## 12861    midskill        husband              white   male             60
## 12862    clerical         tenant              white female             40
## 12868    midskill        husband              white   male             40
## 12873    midskill        husband              white   male             40
## 12880    clerical         tenant              white   male             40
## 12886   highskill        husband              white   male             43
## 12890    midskill        husband              white   male             40
## 12896   highskill        husband              white   male             60
## 12899    lowskill        husband              white   male             40
## 12901   highskill        husband              white   male             60
## 12907   highskill        husband              white   male             55
## 12914    lowskill       depchild Asian_Pac_Islander female             40
## 12920       other        husband              white   male             40
## 12921   highskill        husband              white   male             40
## 12925    midskill         tenant              white   male             90
## 12926    clerical         tenant              white   male             40
## 12927    lowskill       depchild              white female             24
## 12930    clerical         tenant              white   male             65
## 12936    midskill       depchild              white female             40
## 12942   highskill       depchild              white female             49
## 12957    lowskill     single_occ              white female             28
## 12959    lowskill     single_occ              black female             28
## 12963    clerical           wife              white female             40
## 12967    clerical     single_occ              black female             40
## 12971   highskill        husband              white   male             40
## 12980   highskill        husband              white   male             50
## 12992       other        husband              white   male             40
## 13005    midskill        husband              white   male             40
## 13006   highskill        husband              white   male             80
## 13012   highskill       depchild              white   male             40
## 13016   highskill        husband              white   male             30
## 13019   highskill       depchild              white   male             60
## 13026       other         tenant              white   male             15
## 13029    midskill         tenant              white   male             30
## 13031    lowskill     single_occ              white female             40
## 13035    lowskill       relative              white female             10
## 13040    midskill        husband              white   male             45
## 13053   highskill     single_occ              white   male             40
## 13057   highskill       depchild              white   male             44
## 13058    midskill         tenant              white female             20
## 13061 agriculture        husband              black   male             40
## 13062    midskill        husband              white   male             40
## 13068    midskill        husband              white   male             36
## 13069    midskill        husband              white   male             40
## 13081    lowskill       depchild              white   male             40
## 13086   highskill        husband              white   male             38
## 13091    clerical     single_occ              white female             38
## 13099    midskill        husband              white   male             40
## 13106   highskill        husband              white   male             50
## 13111       other       depchild              white female             29
## 13118    clerical       relative              white female             40
## 13120    clerical        husband              white   male             40
## 13129   highskill        husband              white   male             40
## 13138    clerical        husband              white   male             40
## 13139    midskill        husband              black   male             40
## 13142    midskill         tenant              white   male             40
## 13167   highskill        husband              white   male             70
## 13168    midskill     single_occ              white   male             40
## 13169    midskill         tenant              white   male             40
## 13172   highskill     single_occ              white female             40
## 13185   highskill     single_occ              black female             58
## 13198   highskill         tenant              white   male             40
## 13219    midskill        husband              white   male             40
## 13227   highskill     single_occ              white female             25
## 13229   highskill        husband              white   male             50
## 13232   highskill         tenant              white   male             50
## 13233    midskill        husband              white   male             44
## 13239   highskill           wife              white female             38
## 13242   highskill        husband              white   male             45
## 13243    midskill         tenant              white female             25
## 13244   highskill        husband              white   male             40
## 13245   highskill         tenant Asian_Pac_Islander   male             45
## 13246   highskill        husband              white   male             48
## 13253   highskill        husband              white   male             40
## 13263   highskill        husband              white   male             40
## 13264    lowskill        husband              black   male              4
## 13268   highskill        husband              white   male             40
## 13269   highskill     single_occ              white female             35
## 13272   highskill         tenant             native   male             60
## 13273   highskill        husband              white   male             55
## 13274   highskill        husband              white   male             60
## 13280    clerical     single_occ              white female             45
## 13281    clerical       depchild              white female             40
## 13283   highskill        husband              white   male             40
## 13297    lowskill       relative              black female             35
## 13299    lowskill        husband              black   male             30
## 13304   highskill        husband              white   male             40
## 13307   highskill         tenant              white   male             25
## 13309    midskill        husband              white   male             44
## 13310    lowskill     single_occ              black female             30
## 13312    midskill        husband              white   male             40
## 13317   highskill     single_occ              white   male             25
## 13319   highskill       depchild              white   male             40
## 13321   highskill     single_occ              white female             30
## 13324    lowskill       depchild             native   male             40
## 13326   highskill        husband Asian_Pac_Islander   male             60
## 13328    clerical       depchild Asian_Pac_Islander female             40
## 13329   highskill         tenant              white   male             50
## 13331    lowskill         tenant              white female             12
## 13343   highskill        husband              white   male             40
## 13353   highskill         tenant              white   male             40
## 13356   highskill         tenant              white female             40
## 13372    midskill         tenant              white   male             40
## 13376    lowskill         tenant              white   male             40
## 13379   highskill         tenant              white female             40
## 13387    midskill        husband              white   male             44
## 13393    midskill        husband              white   male             40
## 13399    midskill        husband              white   male             40
## 13405    midskill       depchild              white   male             40
## 13419   highskill        husband              white   male             40
## 13421   highskill         tenant              white female             40
## 13422    midskill         tenant              black female             40
## 13436    midskill       depchild              white female             20
## 13442    midskill       depchild              white   male             40
## 13446    clerical           wife              white female             38
## 13455   highskill         tenant              white   male             40
## 13459    midskill        husband              white   male             32
## 13461   highskill        husband              white   male             45
## 13463   highskill        husband              white   male             40
## 13466    lowskill         tenant              white   male             40
## 13467   highskill        husband              white   male             40
## 13469    lowskill       relative Asian_Pac_Islander   male             40
## 13475   highskill     single_occ              white female             35
## 13485    lowskill           wife              white female             16
## 13487    midskill        husband              white   male             45
## 13493   highskill       depchild              white   male             40
## 13496    midskill        husband              white   male             20
## 13499       other        husband              white   male             30
## 13509   highskill         tenant              white female             40
## 13518    midskill        husband              white   male             55
## 13523   highskill       depchild              white female             24
## 13532    midskill        husband              white   male             40
## 13537 agriculture       depchild              white   male             35
## 13550   highskill        husband              white   male             36
## 13554    clerical         tenant              white   male             40
## 13556   highskill        husband              white   male             50
## 13572    lowskill        husband              white   male             70
## 13574    midskill       relative              white   male             40
## 13575    midskill        husband              white   male             60
## 13582    lowskill         tenant              white female             35
## 13584   highskill         tenant              other   male             60
## 13593    lowskill       depchild              white   male             35
## 13595   highskill           wife              white female             40
## 13600   highskill        husband              white   male             60
## 13603    lowskill     single_occ              white female             23
## 13607    lowskill       depchild              white female             12
## 13610    midskill        husband              white   male             40
## 13617   highskill        husband              white   male             50
## 13635    clerical        husband              white   male             50
## 13636   highskill       depchild              white   male             40
## 13639    clerical         tenant              white   male             40
## 13640    midskill        husband              white   male             45
## 13644    clerical       relative              black   male             35
## 13651   highskill        husband              white   male             40
## 13662   highskill         tenant              white female             40
## 13673    lowskill       depchild              white female              6
## 13675    clerical        husband              white   male             40
## 13681    midskill        husband              white   male             40
## 13700    midskill       depchild              white   male             40
## 13701   highskill     single_occ              white female             50
## 13703 agriculture       depchild              white   male             55
## 13710   highskill        husband              white   male             40
## 13715   highskill           wife              white female             40
## 13721    midskill        husband              white   male             40
## 13745       other     single_occ              white female             40
## 13755   highskill         tenant              white female             40
## 13756   highskill       depchild              white female             40
## 13758    lowskill         tenant              white   male             40
## 13760    lowskill       relative              white female             25
## 13762   highskill         tenant              white female             40
## 13763   highskill        husband              white   male             50
## 13764 agriculture        husband              white   male             40
## 13766   highskill        husband              white   male             15
## 13783   highskill        husband              white   male             40
## 13788   highskill        husband              white   male             55
## 13791   highskill        husband              white   male             50
## 13794    lowskill       depchild              white female             40
## 13805   highskill         tenant              white female             40
## 13815   highskill           wife              white female             40
## 13816       other       depchild              white   male             40
## 13821    midskill        husband              white   male             40
## 13824    midskill         tenant              white   male             50
## 13834    clerical       depchild              white female             20
## 13835    lowskill        husband              white   male             40
## 13842   highskill     single_occ              white   male             40
## 13844       other         tenant Asian_Pac_Islander   male              4
## 13849    midskill        husband              white   male             40
## 13852   highskill        husband              white   male             40
## 13858    midskill        husband              white   male             46
## 13859   highskill        husband              white   male             99
## 13864   highskill        husband              white   male             60
## 13870    midskill        husband              white   male             50
## 13875   highskill         tenant              white   male             45
## 13876    clerical         tenant              white female             40
## 13877    midskill        husband              white   male             40
## 13883   highskill         tenant              white female             50
## 13885       other        husband              white   male             60
## 13888    lowskill        husband              white   male             40
## 13894    lowskill         tenant              white female             35
## 13897    midskill        husband              white   male             35
## 13901    midskill       depchild              black female             40
## 13902   highskill        husband              white   male             60
## 13907   highskill       depchild              white female             20
## 13922   highskill        husband              white   male             20
## 13923   highskill        husband              white   male             40
## 13925   highskill        husband              white   male             45
## 13934       other       relative Asian_Pac_Islander female             20
## 13935    lowskill        husband              white   male             40
## 13936    midskill        husband              white   male             60
## 13938    clerical       depchild              black female             36
## 13939    lowskill       depchild              black   male             22
## 13945   highskill        husband              white   male             40
## 13948   highskill        husband              white   male             50
## 13949    clerical       depchild              black female             40
## 13951   highskill         tenant              black female             40
## 13955   highskill           wife              white female             15
## 13956    clerical        husband              white   male             40
## 13957    lowskill     single_occ              white female             12
## 13965    midskill     single_occ              white female             40
## 13971   highskill     single_occ              white female             30
## 13978    midskill        husband              black   male             40
## 13982    midskill         tenant              white   male             55
## 13985    lowskill       depchild              white female             13
## 13988   highskill       depchild              white female              2
## 13991   highskill       relative              white   male             40
## 13992   highskill         tenant              white   male             40
## 13997   highskill        husband              white   male             45
## 13998   highskill         tenant              white   male             50
## 14005   highskill           wife              white female             40
## 14006       other         tenant              white female             25
## 14007    lowskill       depchild              white female             40
## 14008 agriculture       depchild              white   male             40
## 14014   highskill       depchild              white female             40
## 14017   highskill        husband              white   male             56
## 14021 agriculture         tenant              white   male             28
## 14026    lowskill       depchild              white   male             24
## 14033    midskill     single_occ              white female             36
## 14037    clerical           wife              white female             40
## 14042   highskill        husband Asian_Pac_Islander   male             40
## 14044   highskill       relative              black   male             40
## 14051   highskill         tenant              white   male             65
## 14053    midskill     single_occ              white female             52
## 14059   highskill         tenant              other   male             30
## 14079   highskill        husband              white   male              8
## 14080    lowskill         tenant              white female             40
## 14090    lowskill         tenant              white female             37
## 14091    midskill        husband              white   male             45
## 14095    lowskill       depchild              white   male             30
## 14103    midskill         tenant              white   male             40
## 14106    midskill        husband              black   male             40
## 14111    midskill        husband              white   male             40
## 14118   highskill        husband              white   male             65
## 14122    clerical         tenant              black female             40
## 14125    clerical       relative              white   male             40
## 14129   highskill        husband              white   male             40
## 14138    clerical       depchild              black female             40
## 14144   highskill        husband              white   male             46
## 14149   highskill        husband              white   male             48
## 14155    midskill        husband              white   male             45
## 14159    midskill     single_occ              white   male             40
## 14161    clerical         tenant              white female             38
## 14163   highskill        husband              white   male             50
## 14168   highskill           wife              black female             40
## 14179       other         tenant              white female             40
## 14180   highskill     single_occ              white female             35
## 14190    clerical     single_occ              white female             35
## 14197    midskill       depchild              white   male             40
## 14198   highskill        husband              white   male             45
## 14202   highskill     single_occ              white   male             30
## 14211   highskill        husband              white   male             25
## 14217   highskill         tenant              white   male             48
## 14218       other        husband              white   male             30
## 14219    lowskill        husband              white   male             40
## 14222    lowskill           wife              white female             40
## 14223   highskill       relative              white   male             20
## 14224    midskill         tenant              black female             40
## 14228   highskill       depchild              white female             12
## 14229    midskill        husband              white   male             40
## 14230   highskill        husband              white   male             50
## 14233    midskill        husband              white   male             50
## 14248   highskill         tenant              white   male             50
## 14259    lowskill     single_occ              white female             50
## 14264   highskill        husband              white   male             45
## 14273   highskill        husband              white   male             60
## 14282   highskill        husband              white   male             40
## 14283   highskill        husband              white   male             50
## 14285    lowskill       depchild              black   male             35
## 14286   highskill        husband              white   male             50
## 14298    midskill        husband              white   male             40
## 14302    clerical       depchild              white female             40
## 14309 agriculture        husband              white   male             70
## 14312    midskill     single_occ              white   male             50
## 14314    lowskill         tenant              white   male             30
## 14315   highskill        husband              white   male             45
## 14321   highskill        husband              white   male             40
## 14323    midskill         tenant              white   male             40
## 14325    midskill         tenant              white   male             40
## 14326    lowskill        husband              white   male             70
## 14346   highskill        husband              white   male             38
## 14347   highskill     single_occ              white female             65
## 14348   highskill         tenant              white female             70
## 14351   highskill        husband              white   male             45
## 14355    lowskill     single_occ              white female             34
## 14359    midskill        husband              white   male             35
## 14366   highskill       depchild              black female             20
## 14378    clerical       depchild              white female             27
## 14384   highskill         tenant              white female             50
## 14385    midskill        husband              white   male             55
## 14387   highskill         tenant              white female             37
## 14398 agriculture        husband              white   male             60
## 14404    lowskill       depchild              white   male             40
## 14409    midskill       depchild              white   male             40
## 14411   highskill        husband              white   male             60
## 14416   highskill        husband              white   male             50
## 14421   highskill        husband              white   male             40
## 14430    midskill     single_occ              white   male             50
## 14434    midskill        husband              white   male             40
## 14435    lowskill        husband              white   male             35
## 14437    clerical         tenant              white   male             40
## 14440    midskill        husband              white   male             50
## 14441   highskill         tenant              white   male             43
## 14459   highskill       depchild              white   male             40
## 14473 agriculture         tenant              white   male             40
## 14475   highskill           wife              white female             40
## 14476   highskill       depchild              black female             30
## 14479   highskill        husband              white   male             45
## 14494   highskill     single_occ              white female             40
## 14503    lowskill         tenant              white female             65
## 14504    midskill         tenant              white   male             60
## 14511    lowskill     single_occ              black female             30
## 14513    midskill        husband              white   male             40
## 14522   highskill       depchild              white female             40
## 14524   highskill        husband              white   male             40
## 14526    lowskill       depchild              white   male             40
## 14533    lowskill        husband              white   male             40
## 14536       other       depchild              white female             12
## 14542       other         tenant              white female             35
## 14544    midskill     single_occ              white   male             40
## 14548   highskill       relative              white female              4
## 14552   highskill         tenant              white female             30
## 14554   highskill     single_occ              black female             30
## 14561   highskill        husband              white   male             45
## 14564   highskill        husband              white   male             24
## 14576   highskill       relative              white   male             60
## 14577   highskill         tenant              white female             20
## 14579       other       depchild              white   male             44
## 14580   highskill        husband              white   male             55
## 14585   highskill        husband              white   male             40
## 14588    lowskill           wife              white female             35
## 14605    clerical         tenant              white female             20
## 14607    midskill        husband              white   male             52
## 14618   highskill        husband              white   male             54
## 14620    clerical         tenant              white female             40
## 14622    lowskill         tenant              white female             20
## 14625   highskill       depchild              white   male             40
## 14631   highskill         tenant              white   male             35
## 14632    lowskill       depchild              black female             36
## 14638   highskill         tenant              white   male             45
## 14654   highskill       depchild              white female             35
## 14656    clerical           wife              white female             40
## 14657   highskill        husband              white   male             45
## 14659   highskill        husband              white   male             60
## 14660    midskill         tenant              white   male             40
## 14661    lowskill     single_occ              white   male             40
## 14665    midskill     single_occ              white female             50
## 14667    clerical         tenant              white female             40
## 14676    clerical         tenant              white female             48
## 14678    midskill        husband              white   male             50
## 14679   highskill         tenant              white female             45
## 14684   highskill     single_occ              black female             40
## 14685    midskill        husband              white   male             50
## 14698   highskill         tenant              white   male             42
## 14699   highskill         tenant              white   male             24
## 14701   highskill         tenant              white   male             50
## 14705    clerical           wife Asian_Pac_Islander female             20
## 14706   highskill     single_occ              white female             43
## 14710    midskill        husband              white   male             40
## 14712    clerical         tenant              white female             14
## 14714    clerical         tenant              white female             40
## 14715   highskill        husband              white   male             40
## 14717   highskill        husband              white   male             42
## 14718       other        husband              white   male             55
## 14721    lowskill       depchild             native female             20
## 14729   highskill        husband              white   male             50
## 14731   highskill         tenant              white   male             40
## 14733    midskill        husband             native   male             40
## 14734    midskill        husband              white   male             65
## 14738    midskill        husband              white   male             40
## 14742   highskill        husband              white   male             40
## 14745   highskill         tenant              white female             35
## 14749    midskill        husband              white   male             40
## 14750   highskill         tenant              white   male             40
## 14771    clerical         tenant              white female             40
## 14779    midskill         tenant              black   male             40
## 14785   highskill         tenant              white female             40
## 14800    clerical        husband              white   male             40
## 14804    lowskill         tenant              white female             15
## 14807    midskill         tenant              white   male             40
## 14810    lowskill         tenant              white female             35
## 14811   highskill     single_occ             native female             40
## 14830   highskill     single_occ              white female             40
## 14832    lowskill        husband              white   male             40
## 14834    lowskill         tenant              white   male             40
## 14838   highskill         tenant              white female             50
## 14852   highskill       depchild              white female             40
## 14862   highskill        husband              white   male             40
## 14866    clerical       depchild              white   male             40
## 14871       other         tenant              white female              7
## 14874   highskill        husband              black   male             60
## 14880    midskill        husband              white   male             40
## 14887   highskill       depchild              white   male             40
## 14893   highskill         tenant              white female             60
## 14909   highskill       depchild Asian_Pac_Islander female             19
## 14913    lowskill     single_occ              white female             35
## 14915   highskill         tenant              white female             40
## 14917    clerical        husband              white   male             50
## 14926    lowskill        husband              white   male             40
## 14928   highskill        husband Asian_Pac_Islander   male             50
## 14930   highskill        husband              white   male             40
## 14931    midskill        husband              white   male             40
## 14935   highskill        husband              white   male             36
## 14940       other       depchild              white   male             15
## 14956   highskill     single_occ              white female             40
## 14970    midskill        husband              white   male             40
## 14975    lowskill       depchild              black female             35
## 14977    midskill        husband              white   male             52
## 14979    lowskill         tenant              white female             25
## 14983       other       relative              white female             35
## 14987 agriculture        husband              white   male             84
## 14989   highskill         tenant              white female             45
## 14992   highskill        husband              white   male             60
## 14995   highskill       depchild              white female             15
## 14997    midskill        husband              white   male             40
## 15039    clerical       depchild              white female             16
## 15042    clerical         tenant              white female             40
## 15043    clerical     single_occ              white   male             40
## 15045    clerical     single_occ              black female             56
## 15049   highskill       depchild              white female             40
## 15051    clerical           wife              white female             40
## 15054    midskill        husband              white   male             50
## 15055   highskill         tenant              white female             20
## 15060 agriculture         tenant              white   male             50
## 15061   highskill         tenant              white female             32
## 15064   highskill        husband              white   male             60
## 15067    midskill         tenant              black female             25
## 15070       other         tenant              white female             12
## 15071    clerical        husband              white   male             35
## 15073   highskill        husband              white   male             35
## 15079   highskill         tenant              white   male             40
## 15088   highskill        husband              white   male             60
## 15089   highskill         tenant              white female             35
## 15090   highskill        husband              white   male             50
## 15097   highskill       depchild              white   male             14
## 15098    clerical         tenant              white female             40
## 15110    midskill        husband              white   male             40
## 15122    clerical        husband              white   male             60
## 15124    midskill       depchild              white   male             45
## 15126    midskill        husband              white   male             42
## 15133   highskill         tenant              white female             50
## 15135    clerical       relative              white female             40
## 15138    midskill        husband              white   male             40
## 15142   highskill         tenant              white   male             45
## 15145    lowskill         tenant              white female             40
## 15151    midskill        husband              white   male             40
## 15167    lowskill        husband              white   male             34
## 15171   highskill         tenant              white   male             35
## 15172    midskill         tenant              white female             40
## 15187   highskill         tenant              white female             45
## 15196    lowskill         tenant              white female             20
## 15199    midskill     single_occ              white   male             40
## 15205   highskill         tenant              white female             60
## 15229   highskill           wife              black female             40
## 15237    lowskill       depchild              white   male             40
## 15239       other        husband              white   male             30
## 15243   highskill           wife              white female             37
## 15244    midskill       depchild              white   male             50
## 15246    lowskill         tenant              white   male             45
## 15261    midskill     single_occ              white female             40
## 15262   highskill         tenant              white   male             48
## 15266    lowskill     single_occ              black female             20
## 15268    lowskill       depchild              black   male             40
## 15269   highskill           wife              white female             50
## 15271    clerical           wife              white female             40
## 15273   highskill       depchild              black   male             40
## 15274    midskill        husband              white   male             40
## 15277    midskill         tenant             native   male             45
## 15282    midskill       depchild              black   male             40
## 15286    clerical         tenant              white   male             45
## 15291   highskill        husband              white   male             40
## 15303    midskill       depchild              white   male             40
## 15310       other       relative              white female              8
## 15316   highskill        husband              white   male             60
## 15324   highskill         tenant              black   male             60
## 15331    midskill        husband              white   male             45
## 15332   highskill         tenant              white   male             50
## 15334    lowskill       depchild              black female             40
## 15342   highskill        husband              white   male             76
## 15344   highskill        husband              white   male             40
## 15348   highskill        husband              white   male             40
## 15349 agriculture       depchild              white   male             40
## 15350   highskill        husband              white   male             45
## 15352    midskill     single_occ              white   male             40
## 15356    midskill         tenant              white   male             45
## 15358    midskill         tenant              black   male             35
## 15362    midskill        husband              white   male             48
## 15364    lowskill       relative              white   male             40
## 15370   highskill        husband              white   male             60
## 15375    midskill       depchild              white   male             80
## 15397    midskill       depchild              white   male             40
## 15401    midskill     single_occ              white   male             50
## 15404    midskill     single_occ Asian_Pac_Islander   male             40
## 15407    midskill         tenant              white   male             45
## 15413   highskill         tenant              white female              3
## 15416   highskill        husband              white   male             40
## 15423    midskill         tenant              white   male             15
## 15435   highskill     single_occ              white female             40
## 15439    midskill       relative              white female             40
## 15444    midskill        husband Asian_Pac_Islander   male             40
## 15449   highskill        husband              white   male             60
## 15450    lowskill       depchild              white female             20
## 15452    clerical         tenant              white female             40
## 15456    midskill        husband              white   male             44
## 15468   highskill         tenant              white   male             45
## 15470    midskill        husband              white   male             40
## 15471   highskill           wife              white female             35
## 15473   highskill       relative              white female             33
## 15478   highskill        husband              white   male             50
## 15480    lowskill     single_occ              black female             40
## 15482   highskill           wife              white female             40
## 15491    midskill         tenant              white   male             40
## 15492    lowskill         tenant              white female             40
## 15496   highskill        husband              white   male             40
## 15503    clerical       depchild              white female             10
## 15514    midskill        husband              white   male             40
## 15531   highskill         tenant              white   male             40
## 15532    lowskill       depchild              white   male             40
## 15536   highskill        husband              white   male             15
## 15547   highskill        husband              white   male             40
## 15558 agriculture           wife              white female             42
## 15572   highskill        husband              white   male             40
## 15581       other        husband              white   male             22
## 15585       other         tenant              white female             40
## 15586    clerical     single_occ              white female             40
## 15591   highskill        husband              white   male             50
## 15596   highskill        husband              white   male             40
## 15599       other        husband              white   male              4
## 15610   highskill        husband              white   male             48
## 15612   highskill         tenant              white   male             45
## 15616   highskill         tenant              white   male             40
## 15617       other           wife              white female             30
## 15628   highskill        husband              white   male             40
## 15629    midskill         tenant              white   male             40
## 15630   highskill        husband              white   male             45
## 15634   highskill        husband              white   male             50
## 15653   highskill        husband              white   male             40
## 15654    clerical       depchild              white female             40
## 15672    midskill        husband              white   male             40
## 15674   highskill       depchild              white female             40
## 15675       other           wife             native female             40
## 15678   highskill           wife              white female             40
## 15686       other       depchild              white female              6
## 15690   highskill        husband              white   male             45
## 15699   highskill        husband Asian_Pac_Islander   male             40
## 15716    midskill        husband              white   male             40
## 15719   highskill        husband              white   male             40
## 15721    midskill         tenant              white   male             40
## 15723    midskill        husband              white   male             40
## 15732   highskill        husband              white   male             55
## 15739   highskill        husband              white   male             45
## 15746   highskill         tenant              white   male             50
## 15749    clerical        husband              white   male             40
## 15751    midskill        husband              white   male             40
## 15757    midskill         tenant              black   male             40
## 15762    lowskill        husband              white   male             50
## 15767    lowskill        husband              white   male             40
## 15774       other         tenant              white female              4
## 15777   highskill     single_occ              white female             40
## 15783       other       depchild              white female             40
## 15784   highskill     single_occ              black female             24
## 15785    clerical         tenant              white female             40
## 15791   highskill         tenant              black   male             25
## 15793   highskill        husband              white   male             35
## 15797    lowskill         tenant              white female             30
## 15802    midskill        husband              white   male             50
## 15810   highskill        husband              white   male             72
## 15811    midskill        husband              white   male             45
## 15816    midskill        husband              black   male             45
## 15823    clerical       depchild              white female             15
## 15824    midskill         tenant              white   male             40
## 15825   highskill       relative              white female             35
## 15828 agriculture     single_occ              white   male             50
## 15830    midskill           wife              white female             40
## 15831    midskill        husband              white   male             52
## 15837   highskill     single_occ              white female             55
## 15851   highskill       depchild              white   male             20
## 15857   highskill        husband              white   male             30
## 15860    clerical       depchild              white female             40
## 15861       other        husband              white   male             40
## 15863    lowskill       relative              white   male             38
## 15872       other     single_occ Asian_Pac_Islander female             40
## 15886   highskill           wife              white female             40
## 15893   highskill           wife              white female             40
## 15896    midskill        husband              white   male             40
## 15909    lowskill       depchild              white female             53
## 15926    midskill        husband              white   male             40
## 15928    lowskill         tenant              white female             40
## 15932    midskill        husband              white   male             45
## 15938    lowskill       depchild              black   male             42
## 15955   highskill        husband              white   male             45
## 15958   highskill         tenant              white female             45
## 15966   highskill       depchild              white female             40
## 15970    lowskill       depchild              white   male             24
## 15973   highskill         tenant              white female             30
## 15978   highskill         tenant              white female             40
## 15993    lowskill         tenant              other   male             30
## 16002   highskill         tenant              white   male             40
## 16005       other         tenant              white   male             40
## 16023    lowskill        husband              white   male             40
## 16024    clerical         tenant              black   male             40
## 16041    midskill         tenant              white   male             50
## 16042    clerical       depchild              black female             25
## 16043   highskill         tenant              white   male             40
## 16051   highskill        husband              white   male             50
## 16055   highskill         tenant              white   male             40
## 16058    lowskill       depchild              white   male             40
## 16078   highskill         tenant              white   male             30
## 16081   highskill         tenant              white   male             45
## 16103    lowskill         tenant              white   male             50
## 16111    lowskill       depchild              white   male             20
## 16113    clerical           wife              white female             32
## 16115    midskill        husband              white   male             40
## 16119    clerical     single_occ              black   male             40
## 16120    lowskill       depchild              white female             20
## 16124       other       depchild              white   male             40
## 16130    clerical       depchild              white female             40
## 16133    midskill         tenant              black   male             40
## 16136    midskill       depchild              black female             40
## 16140 agriculture        husband              white   male             40
## 16143    lowskill        husband              white   male             40
## 16144   highskill         tenant              white   male             40
## 16150    midskill         tenant              white female             35
## 16154   highskill         tenant              white   male             50
## 16159    midskill       depchild              white female             40
## 16160    midskill        husband              white   male             32
## 16168   highskill        husband              white   male             45
## 16172    midskill         tenant              white   male             40
## 16179    clerical       relative             native female             35
## 16200 agriculture       depchild              white   male             40
## 16201    clerical       relative              white female             15
## 16208    midskill        husband              white   male             45
## 16217    lowskill       relative              other   male             40
## 16221   highskill        husband              white   male             50
## 16223   highskill       depchild              black   male             40
## 16232   highskill        husband              white   male             48
## 16237    midskill         tenant              white   male             40
## 16241    midskill         tenant              white   male             45
## 16243    lowskill       relative              white female             25
## 16248    midskill         tenant              white   male             38
## 16252   highskill        husband              white   male             60
## 16262   highskill        husband              white   male             42
## 16270   highskill        husband              white   male             50
## 16274   highskill        husband              white   male             40
## 16279   highskill         tenant              white female             40
## 16285   highskill        husband              white   male             40
## 16293       other         tenant              white   male             40
## 16294    clerical         tenant              white female             30
## 16295       other        husband              white   male             80
## 16299   highskill       depchild              white female             25
## 16307    clerical           wife              black female             40
## 16314   highskill         tenant              white female             60
## 16315    clerical     single_occ              black female             40
## 16317   highskill       depchild              white female             15
## 16320    lowskill         tenant              black   male             40
## 16321   highskill        husband              white   male             40
## 16328    midskill        husband              white   male             40
## 16333   highskill         tenant              white   male             50
## 16338    clerical           wife              white female             40
## 16339 agriculture         tenant              white   male             60
## 16346   highskill         tenant              white female             10
## 16347       other     single_occ              white female             40
## 16348   highskill        husband              white   male             38
## 16362    lowskill         tenant              white female             40
## 16370    lowskill         tenant              white   male              7
## 16373    lowskill        husband              white   male             24
## 16379    lowskill     single_occ              black   male             40
## 16388    midskill       depchild              white female             15
## 16392    lowskill         tenant              black   male             40
## 16396    clerical       depchild              white female             35
## 16409   highskill       depchild              white   male             20
## 16413    clerical        husband              black   male             40
## 16416   highskill         tenant              white   male             40
## 16420    midskill        husband              white   male             30
## 16421    midskill       relative              black female             50
## 16425    midskill       depchild              white   male             40
## 16427    midskill        husband              white   male             40
## 16429   highskill        husband              white   male             40
## 16432   highskill         tenant              black female             40
## 16433   highskill         tenant              white female             15
## 16437    clerical       depchild              white   male             40
## 16439   highskill         tenant              white   male             35
## 16442    midskill         tenant              white   male             40
## 16446    lowskill       relative              white female             25
## 16450    lowskill        husband              white   male             40
## 16456    clerical         tenant              white female             40
## 16458   highskill        husband              white   male             40
## 16460   highskill           wife              white female             40
## 16471    midskill        husband              black   male             40
## 16472   highskill         tenant              white   male             50
## 16481    midskill       depchild              white   male             40
## 16496    lowskill         tenant              white   male             40
## 16506    midskill        husband             native   male             40
## 16512    midskill        husband              white   male             60
## 16515    lowskill     single_occ              white female             40
## 16519    clerical        husband              white   male             40
## 16523    clerical     single_occ              black female             40
## 16528   highskill        husband              white   male             40
## 16530    lowskill         tenant              white female             38
## 16531    lowskill        husband              white   male             40
## 16534    midskill       relative              white   male             40
## 16545   highskill       depchild              black female             40
## 16546    clerical       depchild              white female             40
## 16549    midskill       depchild              white   male             40
## 16551    lowskill         tenant              black female             40
## 16554    midskill        husband              white   male             40
## 16561    lowskill       depchild              black female             40
## 16562   highskill         tenant              white   male             35
## 16567       other         tenant              white   male             55
## 16568    midskill        husband              white   male             55
## 16569    midskill         tenant              white   male             40
## 16571    lowskill       depchild Asian_Pac_Islander female             20
## 16572    midskill        husband              white   male             40
## 16574   highskill         tenant              white female             15
## 16580   highskill       depchild              white female             20
## 16589   highskill        husband              white   male             35
## 16601    clerical         tenant              white   male             20
## 16602   highskill        husband              black   male             40
## 16603       other        husband              white   male             25
## 16605 agriculture        husband              white   male             99
## 16615   highskill        husband              white   male             60
## 16618    midskill        husband              white   male             40
## 16623    midskill         tenant              white   male             65
## 16625    clerical       depchild              other female             65
## 16627    midskill        husband              white   male             44
## 16635 agriculture        husband              white   male             65
## 16636   highskill     single_occ              white female             40
## 16643       other       depchild              white   male             40
## 16648   highskill       relative              black   male             40
## 16655   highskill       depchild              white   male             40
## 16661   highskill         tenant              white   male             55
## 16662    lowskill         tenant              white female             35
## 16677    midskill         tenant              black   male             55
## 16679    midskill         tenant              white   male             35
## 16686   highskill        husband              white   male             40
## 16690    lowskill        husband              white   male             38
## 16691    lowskill        husband              white   male             56
## 16696   highskill       depchild              white female             40
## 16703   highskill        husband              white   male             45
## 16706   highskill         tenant              white   male             20
## 16712   highskill         tenant              white female             20
## 16714    clerical     single_occ              white female             40
## 16718    clerical       depchild              white female             40
## 16721    midskill        husband              white   male             55
## 16746    lowskill       depchild              white   male             20
## 16747    lowskill       relative              white female             18
## 16748   highskill         tenant              white   male             30
## 16753   highskill        husband              white   male             40
## 16755   highskill         tenant              white female             38
## 16757    lowskill       relative              white   male             30
## 16758   highskill        husband              white   male             40
## 16761       other       depchild              white female             25
## 16763       other        husband              white   male             18
## 16765    lowskill     single_occ              black female             40
## 16769    midskill       depchild              white   male             40
## 16770    clerical         tenant              white   male             15
## 16782    midskill        husband              white   male             50
## 16794    midskill        husband              white   male             40
## 16797   highskill        husband              white   male             43
## 16799       other        husband              white   male             28
## 16801   highskill        husband              white   male             25
## 16814    lowskill     single_occ              white female             40
## 16817   highskill     single_occ              white female             50
## 16820    midskill        husband              white   male             40
## 16837    midskill        husband              white   male             40
## 16841   highskill       depchild              white female             20
## 16842   highskill         tenant              white   male             40
## 16844   highskill        husband Asian_Pac_Islander   male             37
## 16850   highskill        husband              white   male             60
## 16851    clerical        husband              white   male             40
## 16857   highskill         tenant              white   male             40
## 16858    lowskill         tenant              white   male             40
## 16868    clerical        husband              white   male             40
## 16886   highskill         tenant              white   male             42
## 16891    clerical       depchild              black female             40
## 16899   highskill       depchild              white   male             40
## 16905    midskill       depchild              white female             48
## 16911   highskill        husband              white   male             35
## 16923   highskill        husband              white   male             50
## 16927    clerical     single_occ              black female             40
## 16928    lowskill       relative              white female             28
## 16930    midskill        husband              white   male             48
## 16938    lowskill       depchild              white   male             15
## 16940   highskill       depchild              black   male              9
## 16950   highskill       depchild              white   male             35
## 16955    midskill        husband              white   male             40
## 16956    clerical     single_occ              white   male             40
## 16958    lowskill     single_occ              white   male             35
## 16965   highskill           wife              white female             45
## 16966    midskill        husband              white   male             50
## 16971   highskill        husband              white   male             53
## 16976    lowskill         tenant              black   male             40
## 16979       other        husband              white   male             40
## 16980   highskill        husband              white   male             68
## 16989   highskill       depchild              white female             40
## 16992   highskill           wife              white female             50
## 16996    lowskill        husband              white   male             40
## 17004   highskill           wife              white female             60
## 17007   highskill        husband              white   male              8
## 17009   highskill       depchild              white   male             40
## 17019 agriculture        husband              white   male             60
## 17025    clerical        husband              white   male             45
## 17030   highskill       depchild              white female             40
## 17041    midskill        husband              white   male             40
## 17043   highskill        husband              white   male             42
## 17051   highskill        husband              white   male             48
## 17060   highskill        husband             native   male             40
## 17080    midskill        husband              white   male             40
## 17081    midskill         tenant              black female             40
## 17084    clerical       depchild              white female             20
## 17090    lowskill       depchild              white female             20
## 17093   highskill        husband              white   male             40
## 17098    midskill     single_occ              white female             20
## 17115    midskill     single_occ              white female             40
## 17117   highskill        husband              white   male             50
## 17124   highskill         tenant              white female             40
## 17130    midskill        husband              white   male             40
## 17135   highskill         tenant             native female             60
## 17137   highskill        husband              black   male             70
## 17145    midskill        husband              white   male             50
## 17149    clerical     single_occ              black female             40
## 17150    lowskill       depchild              black female             40
## 17152    lowskill        husband              white   male             60
## 17154    clerical        husband              white   male             40
## 17159    lowskill       depchild              white female             29
## 17160    clerical       depchild              white female             40
## 17161   highskill        husband              white   male             40
## 17165    midskill         tenant              white   male             44
## 17168    midskill        husband              white   male             40
## 17174   highskill        husband Asian_Pac_Islander   male             40
## 17192    lowskill         tenant             native   male             40
## 17201 agriculture        husband              white   male             45
## 17205    lowskill       depchild              white   male             35
## 17206    midskill       depchild              white   male             30
## 17210       other        husband              white   male             40
## 17218    midskill        husband              white   male             65
## 17222   highskill       depchild              white female             40
## 17226    midskill        husband              white   male             40
## 17233    clerical        husband              white   male             40
## 17236    midskill         tenant              white female             40
## 17238    midskill        husband              white   male             40
## 17243    clerical     single_occ              white female             40
## 17256    lowskill     single_occ              white female             35
## 17261   highskill         tenant              white   male             40
## 17268    midskill        husband              white   male             25
## 17269    midskill        husband              other   male             40
## 17271    lowskill       depchild              white   male             40
## 17273   highskill        husband              white   male             40
## 17278   highskill        husband              white   male             45
## 17281   highskill     single_occ              white female             40
## 17284   highskill        husband              white   male             40
## 17286    midskill         tenant              white   male             48
## 17288    midskill        husband              white   male             40
## 17289    midskill        husband              white   male             45
## 17299    lowskill         tenant              white female             16
## 17313    midskill       depchild              white   male             40
## 17317   highskill     single_occ              white female             38
## 17324   highskill        husband              white   male             50
## 17335    midskill        husband              white   male             40
## 17339   highskill        husband              white   male             60
## 17342    lowskill       depchild Asian_Pac_Islander female             40
## 17350   highskill         tenant              white   male             50
## 17374   highskill        husband              white   male             40
## 17379    lowskill         tenant              white   male             20
## 17383    midskill         tenant Asian_Pac_Islander   male             45
## 17385    lowskill           wife              white female             40
## 17390    midskill       relative              black   male             40
## 17395    lowskill         tenant              white female             40
## 17399    midskill        husband             native   male             45
## 17401   highskill        husband              white   male             40
## 17411    midskill         tenant              white   male             40
## 17414    midskill     single_occ              white   male             55
## 17417    clerical         tenant              white female             40
## 17422   highskill        husband              white   male             60
## 17439 agriculture        husband              white   male             40
## 17446   highskill       relative              white   male             40
## 17453    midskill         tenant              other   male             40
## 17454    lowskill        husband              white   male             45
## 17455    clerical           wife              white female             40
## 17462   highskill        husband              white   male             44
## 17465   highskill        husband              white   male             16
## 17471       other       depchild              white female             30
## 17475 agriculture       relative              other   male             40
## 17476   highskill     single_occ              white female             40
## 17479    lowskill       depchild              black female             40
## 17483   highskill        husband              white   male             50
## 17484   highskill        husband              white   male             45
## 17495    midskill           wife              white female             40
## 17499    midskill        husband              white   male             40
## 17509   highskill        husband              white   male             40
## 17514    clerical        husband              white   male             40
## 17519   highskill        husband              white   male             40
## 17525   highskill         tenant              other   male             60
## 17529   highskill         tenant              white female             40
## 17530   highskill         tenant              white   male             40
## 17537    clerical       depchild              white female             40
## 17539   highskill         tenant Asian_Pac_Islander female             57
## 17543    clerical         tenant              white female             35
## 17544 agriculture         tenant              white   male             40
## 17548   highskill        husband              white   male             14
## 17552   highskill        husband              white   male             45
## 17570    midskill        husband              white   male             40
## 17572   highskill        husband              white   male             40
## 17573    clerical       depchild              white female             37
## 17582   highskill         tenant             native female             40
## 17584   highskill     single_occ              white female             40
## 17585   highskill        husband              white   male             40
## 17588       other        husband              white   male             50
## 17594    lowskill        husband              white   male             40
## 17598   highskill        husband              white   male             60
## 17605    midskill        husband              white   male             40
## 17610   highskill         tenant              white   male             45
## 17611    lowskill         tenant              white   male             48
## 17612    lowskill       relative              white female             99
## 17615    midskill        husband              white   male             43
## 17626    midskill        husband              white   male             50
## 17628   highskill         tenant              white   male             45
## 17631    lowskill        husband              white   male             40
## 17632    midskill        husband              white   male             55
## 17633    lowskill         tenant              white female             44
## 17634   highskill        husband              white   male              5
## 17636       other         tenant              white female             20
## 17638    lowskill         tenant              white female             30
## 17641    lowskill        husband              white   male             48
## 17656    midskill         tenant              white female             40
## 17661    midskill        husband              black   male             65
## 17664   highskill         tenant              white female             40
## 17670    midskill         tenant              white   male             40
## 17672   highskill           wife              white female             45
## 17679   highskill         tenant              white female             60
## 17684    clerical     single_occ              black female             40
## 17685   highskill         tenant              white   male             50
## 17687    clerical       depchild              white female             40
## 17689    midskill           wife              other female             40
## 17691   highskill         tenant              white female             50
## 17696    lowskill       depchild              white   male             20
## 17699   highskill         tenant              white female             32
## 17717    lowskill     single_occ              white female             40
## 17733   highskill           wife              white female             60
## 17734   highskill        husband             native   male             70
## 17738    lowskill        husband              white   male             50
## 17748   highskill        husband              white   male             40
## 17760   highskill       depchild              white female             42
## 17776 agriculture         tenant              white female             14
## 17778    lowskill       relative              black   male             48
## 17786    lowskill     single_occ              black female             40
## 17795    midskill        husband              white   male             40
## 17801    lowskill     single_occ              white   male             40
## 17807   highskill         tenant              white female             55
## 17808   highskill         tenant              white   male             20
## 17819   highskill     single_occ              black female             35
## 17831   highskill         tenant              white   male             60
## 17835    midskill       relative Asian_Pac_Islander   male             50
## 17841    lowskill        husband              white   male             50
## 17847   highskill        husband              white   male             45
## 17853    midskill        husband              other   male             36
## 17857    lowskill        husband              white   male             40
## 17860    midskill         tenant              white   male             50
## 17861   highskill         tenant              white   male             40
## 17865 agriculture        husband              other   male             60
## 17866 agriculture        husband              white   male             40
## 17867    lowskill       depchild              white female             35
## 17869   highskill        husband              white   male             45
## 17874    lowskill     single_occ              white female             40
## 17876    midskill     single_occ              white female             40
## 17906       other        husband              white   male             15
## 17911   highskill         tenant              white   male             40
## 17919    clerical         tenant              white   male             40
## 17922   highskill        husband              white   male             45
## 17925   highskill        husband              white   male             50
## 17927    midskill     single_occ              white   male             40
## 17929    lowskill           wife              white female             40
## 17930   highskill       depchild              white   male             30
## 17933   highskill       relative              white female             16
## 17940    lowskill         tenant              white   male             35
## 17945   highskill       depchild              black female             42
## 17949   highskill       depchild              white   male             35
## 17952   highskill       depchild              white female             20
## 17954    lowskill        husband              black   male             40
## 17958   highskill        husband              white   male             40
## 17961    clerical     single_occ              black female             40
## 17969   highskill           wife              white female             50
## 17970   highskill        husband              white   male             46
## 17975   highskill        husband              white   male             65
## 17978    clerical       relative              white female             40
## 17982    midskill        husband              white   male             48
## 17985    clerical           wife Asian_Pac_Islander female             50
## 17987   highskill        husband              white   male             50
## 17992   highskill        husband              white   male             50
## 17993    lowskill     single_occ              white female             40
## 17994   highskill       depchild              white   male             50
## 17996    clerical     single_occ              black female             40
## 18002   highskill         tenant              white   male             40
## 18003    midskill       depchild              white   male             35
## 18009       other         tenant              white female             20
## 18018    midskill       depchild              white   male             20
## 18025    midskill        husband              white   male             43
## 18029   highskill        husband              white   male             50
## 18030   highskill     single_occ              white female             40
## 18039    lowskill         tenant              white female             32
## 18041   highskill        husband              white   male             40
## 18044   highskill        husband              white   male             40
## 18045   highskill        husband              white   male             60
## 18048   highskill        husband              white   male             70
## 18049   highskill       depchild              white   male             40
## 18053    midskill        husband              white   male             40
## 18057       other       depchild              white   male             16
## 18067    midskill        husband              white   male             40
## 18079    clerical       relative              white   male             40
## 18080    lowskill         tenant              white   male             40
## 18088   highskill        husband              white   male             44
## 18089    lowskill           wife              black female             30
## 18094    clerical         tenant              white   male             40
## 18098   highskill        husband              white   male             30
## 18121    lowskill       depchild              white   male             25
## 18136    lowskill       relative              white   male             40
## 18138   highskill       relative              white   male             50
## 18140    lowskill     single_occ              white   male             40
## 18148    midskill        husband              white   male             40
## 18157   highskill         tenant              white female             40
## 18161    clerical         tenant Asian_Pac_Islander female             37
## 18165       other           wife              white female             25
## 18167    midskill        husband              white   male             40
## 18168   highskill        husband              white   male             38
## 18169    lowskill       relative              white female             40
## 18174    midskill        husband              white   male             50
## 18178 agriculture        husband              white   male             50
## 18182       other     single_occ              white female             40
## 18189   highskill        husband              white   male             45
## 18195       other         tenant              white female             12
## 18196   highskill     single_occ              white female             40
## 18207    midskill        husband              white   male             40
## 18209 agriculture       depchild              white   male             40
## 18210    midskill        husband              white   male             40
## 18214    clerical       depchild Asian_Pac_Islander female             40
## 18221   highskill     single_occ              white female             40
## 18222    lowskill       depchild              white female             40
## 18224    midskill        husband              white   male             40
## 18240    midskill        husband              white   male             41
## 18243    clerical       depchild              white   male             40
## 18244    clerical     single_occ              black female             40
## 18251   highskill         tenant              white   male             45
## 18252   highskill        husband              white   male             60
## 18254   highskill       relative              white   male             38
## 18255    midskill         tenant              white   male             40
## 18257    lowskill       depchild              white   male             20
## 18260       other         tenant              white female             24
## 18262    midskill       depchild              white   male             40
## 18263   highskill        husband              white   male             60
## 18276   highskill        husband              white   male             40
## 18281    clerical         tenant              white female             40
## 18285   highskill        husband              white   male             50
## 18287   highskill        husband              white   male             40
## 18288   highskill         tenant              white   male             50
## 18290 agriculture        husband              white   male             35
## 18291    midskill         tenant              white   male             30
## 18297    lowskill         tenant              white female             20
## 18302    lowskill       depchild              white female             65
## 18303    midskill        husband              white   male             60
## 18305    midskill        husband              white   male             40
## 18315    midskill        husband              black   male             40
## 18318    lowskill       relative              white   male             15
## 18323       other           wife              black female             45
## 18325    clerical       depchild              white female             40
## 18326    midskill     single_occ              black female             20
## 18329    lowskill        husband              white   male             40
## 18331   highskill        husband              white   male             40
## 18333   highskill        husband              white   male             60
## 18345    midskill        husband              white   male             40
## 18348   highskill         tenant              white   male             36
## 18355   highskill     single_occ              white female             45
## 18357       other         tenant              white   male             30
## 18359       other         tenant              white   male              3
## 18360   highskill         tenant              white   male             40
## 18361   highskill         tenant              white   male             50
## 18362   highskill       depchild              white   male             35
## 18363       other         tenant              white   male             15
## 18376    lowskill       depchild              white female             30
## 18380    midskill        husband              white   male             40
## 18389    lowskill     single_occ              white female             30
## 18391    midskill        husband              white   male             40
## 18397 agriculture        husband              white   male             98
## 18405    lowskill       depchild              white   male             30
## 18406    midskill        husband              white   male             40
## 18407    midskill        husband              white   male             40
## 18413   highskill        husband Asian_Pac_Islander   male             55
## 18418    lowskill         tenant              white female             53
## 18419    clerical           wife              white female             42
## 18427    midskill     single_occ              white   male             40
## 18428   highskill        husband              white   male             40
## 18432   highskill        husband              white   male             40
## 18433    midskill         tenant              white   male             38
## 18434    midskill        husband              white   male             60
## 18456   highskill     single_occ              white female             40
## 18462   highskill       depchild              black female             40
## 18464   highskill        husband              white   male             50
## 18474   highskill        husband              white   male             40
## 18482    midskill        husband              white   male             45
## 18485   highskill        husband              white   male             40
## 18493    midskill        husband              white   male             30
## 18497       other        husband              white   male             60
## 18499    lowskill     single_occ              black female             25
## 18505   highskill     single_occ              black female             40
## 18506    lowskill         tenant             native   male             40
## 18507    midskill        husband              white   male             50
## 18524   highskill         tenant              white female             40
## 18526    lowskill         tenant              white   male             40
## 18533    midskill        husband              white   male             20
## 18541    midskill        husband              white   male             50
## 18543   highskill           wife              white female             30
## 18551    clerical     single_occ              white female             35
## 18556    lowskill         tenant              black   male             40
## 18561       other        husband              white   male              8
## 18562    midskill        husband              black   male             40
## 18564    midskill       depchild              white   male             20
## 18566   highskill        husband              white   male             60
## 18573   highskill         tenant              white   male             40
## 18588   highskill         tenant              white female             50
## 18589   highskill        husband              white   male             55
## 18595    clerical     single_occ              white female             68
## 18604    lowskill     single_occ              white female             99
## 18605       other        husband              white   male             40
## 18611    lowskill     single_occ              black female             40
## 18612    midskill         tenant              white   male             45
## 18615    lowskill         tenant              white female             32
## 18618    lowskill         tenant              black female             35
## 18621   highskill         tenant              white female             30
## 18623       other     single_occ              white female             35
## 18626   highskill       depchild              white   male             25
## 18627    midskill         tenant              white   male             40
## 18631    midskill       depchild              white   male             40
## 18636    midskill        husband              white   male             30
## 18644   highskill        husband              white   male             40
## 18645    lowskill       relative              white   male             40
## 18647    midskill     single_occ              other female             40
## 18650   highskill         tenant              white female             40
## 18655   highskill        husband              white   male             55
## 18657    clerical     single_occ              white female             40
## 18658    lowskill        husband Asian_Pac_Islander   male             84
## 18660   highskill         tenant              black   male             40
## 18664    clerical        husband              white   male             39
## 18668 agriculture         tenant              black female             60
## 18670   highskill        husband              white   male             50
## 18671    midskill       depchild              white   male             64
## 18674   highskill        husband              white   male             40
## 18676    clerical           wife              white female             20
## 18687   highskill        husband Asian_Pac_Islander   male             65
## 18688   highskill        husband              white   male             60
## 18693    midskill     single_occ              white female             45
## 18697    midskill        husband              white   male             40
## 18698    midskill        husband             native   male             40
## 18704   highskill         tenant              white female             40
## 18707   highskill        husband              white   male             40
## 18719   highskill        husband              white   male             55
## 18743    midskill     single_occ              other female             40
## 18754       other       depchild              white female             40
## 18755    midskill         tenant              white   male             35
## 18764   highskill        husband              white   male             40
## 18779    midskill        husband              white   male             40
## 18780   highskill         tenant              white   male             50
## 18781   highskill     single_occ              black female             35
## 18782   highskill        husband              white   male             35
## 18788    midskill         tenant              white   male             45
## 18792   highskill       depchild              white female             40
## 18795       other        husband              white   male             20
## 18798   highskill         tenant              white   male             40
## 18802    lowskill         tenant              white female             40
## 18805    midskill         tenant              white   male             45
## 18825   highskill       depchild              white female             40
## 18827   highskill        husband              white   male             52
## 18847       other       depchild              white   male             40
## 18848   highskill         tenant              white   male             60
## 18858   highskill       depchild              white   male             40
## 18859   highskill        husband              white   male             40
## 18861   highskill         tenant              white female             45
## 18866    lowskill       depchild              white   male             32
## 18886    clerical         tenant              white female             40
## 18892    clerical         tenant              black   male             40
## 18894   highskill        husband              white   male             40
## 18900   highskill           wife              white female             10
## 18905   highskill       depchild              white female             40
## 18909   highskill         tenant              white female             37
## 18911    midskill        husband              white   male             50
## 18913       other           wife              white female             40
## 18917   highskill        husband              white   male             50
## 18924       other         tenant              white   male             60
## 18930   highskill     single_occ              white female             40
## 18936   highskill       relative              white   male             50
## 18937    clerical         tenant              white female             52
## 18938    lowskill       depchild              white   male             32
## 18943       other       depchild              white   male             20
## 18953       other           wife              white female             30
## 18954 agriculture        husband              white   male             25
## 18955   highskill        husband              white   male             40
## 18966   highskill         tenant              white female             45
## 18970   highskill     single_occ              white female             40
## 18973    lowskill         tenant              white   male             55
## 18978    midskill        husband              white   male             45
## 18984   highskill         tenant              white   male             50
## 18987    midskill       depchild              white   male             48
## 18995    lowskill     single_occ              white female             38
## 19009    lowskill        husband              white   male             40
## 19011   highskill         tenant              white   male             40
## 19012 agriculture        husband              white   male             21
## 19016   highskill        husband              white   male             50
## 19029    clerical        husband              white   male             40
## 19030   highskill        husband Asian_Pac_Islander   male             40
## 19033    lowskill        husband              white   male             42
## 19034   highskill       depchild              white   male             10
## 19035    lowskill     single_occ              white female             33
## 19036   highskill         tenant Asian_Pac_Islander   male             35
## 19045   highskill       depchild              white female             25
## 19049   highskill         tenant              white female             38
## 19055   highskill         tenant              white female             52
## 19060    midskill         tenant              white female             40
## 19063   highskill        husband              white   male             46
## 19064   highskill         tenant              white female             15
## 19069   highskill        husband              white   male             50
## 19071    midskill       relative              white female             40
## 19072    clerical         tenant              white female             40
## 19076   highskill        husband              white   male             40
## 19083    lowskill        husband              white   male             48
## 19088    midskill         tenant              white   male             55
## 19094   highskill       relative              white   male              7
## 19097    lowskill       depchild              white   male             30
## 19099    midskill        husband              white   male             40
## 19100   highskill         tenant              white   male             40
## 19106   highskill        husband              white   male             45
## 19107    lowskill       depchild              white female             15
## 19110    lowskill       depchild              white female             20
## 19111   highskill     single_occ              black female             40
## 19116    lowskill        husband              white   male             40
## 19123    clerical         tenant              white female             40
## 19125   highskill         tenant              white female             18
## 19127    midskill        husband              white   male             55
## 19128   highskill         tenant              white   male             40
## 19129    midskill         tenant              white   male             35
## 19133   highskill        husband              white   male             36
## 19135       other       depchild              white female             40
## 19139    midskill        husband              white   male             50
## 19144   highskill         tenant              white female             40
## 19148    lowskill           wife              white female             15
## 19155   highskill        husband              white   male             60
## 19159    lowskill         tenant              white   male             40
## 19163    midskill        husband              black   male             40
## 19169       other        husband              white   male             49
## 19170    midskill        husband              black   male             48
## 19171   highskill         tenant Asian_Pac_Islander female             40
## 19176 agriculture         tenant              white   male             60
## 19179    lowskill        husband              black   male             40
## 19187    midskill       depchild              black female             40
## 19189    midskill         tenant              white   male             40
## 19192    midskill         tenant              white   male             40
## 19201   highskill       depchild Asian_Pac_Islander   male             40
## 19202    clerical         tenant              white female             24
## 19203    clerical           wife              white female             40
## 19214    midskill         tenant              white   male             40
## 19220   highskill        husband              white   male             45
## 19222   highskill         tenant              black   male             40
## 19225    midskill       relative              white   male             40
## 19226   highskill         tenant              white   male             40
## 19227    midskill        husband              white   male             40
## 19236   highskill       depchild              white female             40
## 19240   highskill         tenant              white   male             30
## 19252   highskill         tenant              white female             40
## 19254       other       depchild              white   male             20
## 19262 agriculture       depchild              white   male             50
## 19263   highskill         tenant              white female             40
## 19266    midskill        husband              white   male             50
## 19273   highskill        husband              white   male             48
## 19274    clerical       relative Asian_Pac_Islander female             20
## 19277   highskill         tenant              white female             38
## 19278   highskill         tenant              white female             40
## 19282    midskill        husband              white   male             40
## 19284 agriculture        husband              white   male             60
## 19287    clerical         tenant              white   male             40
## 19288   highskill         tenant              white female             35
## 19291    lowskill       depchild              white female             35
## 19293   highskill        husband              white   male             44
## 19299 agriculture        husband              white   male             60
## 19302   highskill     single_occ              white female             40
## 19309   highskill         tenant              white   male             40
## 19310   highskill        husband              white   male             45
## 19329    midskill       relative              white   male             40
## 19333    midskill        husband              white   male             45
## 19340    midskill       relative              white   male             40
## 19343   highskill        husband              white   male             50
## 19359   highskill     single_occ              white female             50
## 19361    midskill     single_occ              white female             52
## 19364   highskill        husband              white   male             45
## 19367    midskill     single_occ              white   male             40
## 19375   highskill       depchild              white female             15
## 19376    midskill         tenant              white   male             68
## 19381    lowskill       depchild              white   male             15
## 19395 agriculture        husband              white   male             40
## 19396   highskill        husband              white   male             50
## 19399   highskill         tenant              white female             40
## 19402    midskill         tenant              white female             40
## 19407    lowskill       depchild              white   male             40
## 19409    lowskill         tenant              white female             40
## 19414    lowskill       depchild              white   male             60
## 19415   highskill        husband              white   male             50
## 19417   highskill           wife              white female             40
## 19431    midskill         tenant              white   male             40
## 19433    lowskill         tenant              white   male             40
## 19435   highskill         tenant              white   male             55
## 19439       other        husband              white   male             40
## 19442    lowskill        husband              white   male             50
## 19443   highskill        husband              white   male             48
## 19445    clerical        husband              white   male             48
## 19454   highskill        husband              white   male             12
## 19455   highskill         tenant              white   male             45
## 19461   highskill        husband              white   male             40
## 19462       other         tenant              white female             16
## 19464   highskill        husband              white   male             40
## 19467    clerical           wife              white female             30
## 19473    midskill         tenant              white female             40
## 19479   highskill         tenant              white   male             45
## 19481   highskill        husband              white   male             44
## 19486   highskill         tenant              white female             40
## 19497    lowskill       depchild              black female             12
## 19498   highskill        husband              white   male             40
## 19503   highskill           wife              white female             24
## 19505    clerical        husband              white   male             40
## 19507   highskill        husband              white   male             55
## 19518   highskill       depchild              white female             20
## 19521    clerical        husband              white   male             40
## 19522    lowskill       depchild              white   male             40
## 19524    midskill        husband              white   male             40
## 19525   highskill       depchild              white   male             35
## 19528    clerical     single_occ              black female             38
## 19530    midskill        husband              white   male             99
## 19537   highskill        husband              other   male             32
## 19548 agriculture       depchild              white   male             40
## 19550    midskill        husband              white   male             40
## 19564   highskill        husband              white   male             60
## 19566   highskill         tenant              white   male             40
## 19568   highskill        husband              white   male             40
## 19569   highskill        husband              white   male             55
## 19572 agriculture        husband              white   male             40
## 19582   highskill     single_occ              white female             40
## 19586 agriculture        husband              white   male             40
## 19588   highskill        husband              white   male             30
## 19598    midskill         tenant              white female             40
## 19606    midskill         tenant              white   male             40
## 19612   highskill           wife Asian_Pac_Islander female             40
## 19613 agriculture       depchild Asian_Pac_Islander   male             40
## 19625    lowskill       depchild              white female             30
## 19631   highskill         tenant              white female             60
## 19633    lowskill       depchild              white   male             40
## 19640    clerical         tenant              black female             40
## 19641 agriculture        husband              white   male             40
## 19649 agriculture     single_occ              white   male             35
## 19650   highskill     single_occ              black female             20
## 19655   highskill        husband              white   male             57
## 19672    lowskill       depchild              white   male             25
## 19683   highskill         tenant              white female             40
## 19684    midskill        husband              black   male             40
## 19687    lowskill         tenant              black   male             40
## 19688    clerical       depchild              white female             40
## 19689    midskill        husband              white   male             40
## 19696   highskill        husband              black   male             40
## 19698    midskill        husband              white   male             40
## 19699    lowskill     single_occ              white female             20
## 19702   highskill       depchild              white female             40
## 19703   highskill        husband              white   male             60
## 19710    midskill           wife              white female             35
## 19711   highskill     single_occ              white female             10
## 19720    clerical     single_occ              white female             40
## 19725    clerical     single_occ              white female             40
## 19727   highskill        husband              white   male             30
## 19732   highskill         tenant              white female             99
## 19738    midskill        husband              white   male             40
## 19748    midskill        husband              white   male             40
## 19750 agriculture           wife              white female             12
## 19755   highskill        husband              white   male             40
## 19757   highskill        husband              white   male             50
## 19767    midskill        husband              white   male             40
## 19773    midskill        husband              white   male             40
## 19778   highskill        husband              white   male             50
## 19789       other       depchild              white female              8
## 19798   highskill     single_occ              white   male             40
## 19799   highskill         tenant              white   male             30
## 19803    clerical         tenant              white female             60
## 19806   highskill        husband              white   male             50
## 19807    midskill         tenant              black   male             40
## 19816    clerical     single_occ              black   male             35
## 19824   highskill         tenant              white female             40
## 19825    clerical        husband              white   male             40
## 19827    lowskill         tenant              white female             30
## 19830   highskill        husband              white   male             40
## 19832   highskill     single_occ              white female             40
## 19843       other        husband              black   male             40
## 19849   highskill     single_occ              white female             35
## 19853    midskill        husband              white   male             45
## 19863 agriculture        husband              white   male             60
## 19865    midskill         tenant              black   male             40
## 19867   highskill        husband              white   male             55
## 19868    midskill        husband              white   male             40
## 19874   highskill     single_occ              black   male             60
## 19877    midskill        husband              white   male             40
## 19882    lowskill       depchild              white female             20
## 19885   highskill         tenant              white female             40
## 19889   highskill     single_occ              black female             38
## 19892   highskill        husband              white   male             40
## 19896   highskill        husband              white   male             40
## 19897       other           wife              white female             48
## 19901   highskill        husband              white   male             60
## 19910    midskill        husband              black   male             48
## 19911   highskill     single_occ              white   male             45
## 19922    midskill        husband              white   male             40
## 19923    midskill        husband              white   male             40
## 19924    lowskill        husband              white   male             40
## 19926   highskill        husband              white   male             80
## 19927   highskill         tenant Asian_Pac_Islander   male             10
## 19928    clerical     single_occ              white   male             25
## 19932   highskill        husband              white   male             60
## 19935    clerical       depchild              other female             35
## 19938    midskill        husband              white   male             40
## 19939   highskill        husband              white   male             50
## 19944    midskill        husband              white   male             40
## 19951   highskill        husband              white   male             44
## 19952    lowskill       depchild              black female             20
## 19955    lowskill       depchild              white   male             40
## 19959    midskill       depchild              white   male             40
## 19961    clerical         tenant              white   male             40
## 19962   highskill     single_occ              white female             38
## 19969   highskill        husband              white   male             43
## 19974   highskill         tenant              white   male             40
## 19979   highskill         tenant              white female             30
## 19985    midskill        husband              white   male             40
## 19994    clerical       depchild              white   male             40
## 19995   highskill         tenant              white female             40
## 20000    midskill        husband              white   male             40
## 20003   highskill         tenant              white   male             50
## 20011   highskill         tenant              white   male             40
## 20031    clerical         tenant              white female             40
## 20037   highskill     single_occ              white female             99
## 20053   highskill         tenant              white   male             45
## 20056   highskill        husband              white   male             40
## 20076   highskill         tenant              white female             40
## 20084    midskill        husband              white   male             40
## 20085    lowskill       depchild              black   male             10
## 20086   highskill        husband              white   male             40
## 20090   highskill        husband              white   male             60
## 20093   highskill       depchild              white   male             25
## 20094   highskill        husband              white   male             40
## 20095       other       depchild              black   male             40
## 20110    lowskill         tenant              white   male             25
## 20115    clerical     single_occ              white female             40
## 20116    midskill        husband              white   male             40
## 20121   highskill     single_occ              black female             40
## 20129   highskill        husband              white   male             68
## 20138   highskill           wife Asian_Pac_Islander female             30
## 20142    lowskill       depchild              white   male             40
## 20144   highskill       depchild              white   male             40
## 20145   highskill     single_occ              white female             40
## 20154    midskill     single_occ              white   male             40
## 20161   highskill        husband              white   male             45
## 20176    clerical         tenant              white   male             40
## 20179    midskill         tenant              white   male             35
## 20184    clerical         tenant              white female             40
## 20195    lowskill        husband Asian_Pac_Islander   male             40
## 20196    clerical        husband              white   male             38
## 20201    clerical        husband              white   male             50
## 20206       other           wife              white female             40
## 20210    clerical        husband              white   male             40
## 20211   highskill        husband              white   male             35
## 20213 agriculture        husband              white   male             75
## 20214    midskill        husband              white   male             40
## 20219    midskill       depchild              white   male             20
## 20220    lowskill         tenant              black   male             40
## 20222    lowskill         tenant              white female             40
## 20237 agriculture       depchild              white   male             40
## 20238 agriculture     single_occ              white   male             40
## 20240    clerical         tenant              white female             44
## 20248   highskill     single_occ              white female             40
## 20249    midskill           wife              white female             40
## 20251 agriculture        husband              white   male             40
## 20252    midskill        husband              white   male             40
## 20263    midskill       relative              white   male             48
## 20267       other       depchild              white female             30
## 20272       other         tenant              white   male             30
## 20276   highskill         tenant              white   male             45
## 20282    lowskill        husband              black   male             36
## 20291    midskill        husband              black   male             40
## 20305   highskill        husband              white   male             50
## 20326    midskill       depchild              white   male             39
## 20327    midskill       relative              white   male             40
## 20333    midskill        husband              white   male             40
## 20337   highskill     single_occ              white female             40
## 20343    lowskill        husband              white   male             40
## 20365   highskill     single_occ              black female             50
## 20366    clerical         tenant              other female             40
## 20369    clerical        husband              white   male             40
## 20373    midskill        husband              white   male             42
## 20377   highskill     single_occ              white female             44
## 20391   highskill        husband              white   male             40
## 20398    lowskill     single_occ              white female             32
## 20404   highskill        husband              white   male             40
## 20406    midskill        husband              white   male             48
## 20408   highskill        husband              white   male             60
## 20410    clerical        husband              white   male             40
## 20412    midskill        husband              white   male             60
## 20424   highskill        husband Asian_Pac_Islander   male             40
## 20435       other        husband              white   male             24
## 20437       other         tenant              white female             35
## 20440    lowskill       depchild              white female             25
## 20443   highskill        husband              white   male             60
## 20447    lowskill       relative              white   male             20
## 20448    midskill        husband              white   male             65
## 20456 agriculture       relative              white   male             45
## 20458   highskill        husband              white   male             50
## 20470   highskill     single_occ              white female             36
## 20477   highskill         tenant              white   male             38
## 20478   highskill         tenant              white   male             65
## 20480 agriculture        husband              white   male             55
## 20482    midskill        husband              white   male             40
## 20484   highskill     single_occ              white female             40
## 20492   highskill        husband              white   male             60
## 20493   highskill         tenant              white female             45
## 20499    midskill       depchild              white   male             60
## 20515   highskill        husband              white   male             40
## 20516    midskill         tenant              white   male             55
## 20519    midskill        husband              white   male             45
## 20521    lowskill         tenant              white   male             40
## 20528       other        husband              white   male             50
## 20535   highskill         tenant              white female             50
## 20544   highskill        husband Asian_Pac_Islander   male             50
## 20545       other       depchild              white   male             70
## 20546   highskill        husband              white   male             45
## 20551    lowskill       depchild              white   male             15
## 20558   highskill        husband              white   male             60
## 20561   highskill     single_occ              black female             30
## 20567    lowskill           wife              white female             35
## 20574   highskill     single_occ              white female             43
## 20586    lowskill         tenant              black female             14
## 20587    lowskill     single_occ              white female             35
## 20604    midskill        husband              white   male             50
## 20607    midskill        husband              white   male             48
## 20614    midskill         tenant              white   male             50
## 20619   highskill     single_occ              black female             37
## 20620    midskill        husband              white   male             50
## 20621    lowskill           wife              white female             15
## 20624    midskill         tenant              white   male             40
## 20638   highskill         tenant              black   male             40
## 20640    lowskill        husband              white   male             40
## 20656    midskill         tenant              white   male             60
## 20658    midskill        husband              white   male             45
## 20662   highskill        husband              white   male             40
## 20667    clerical        husband              white   male             56
## 20676 agriculture         tenant              white   male             60
## 20680    midskill        husband              white   male             40
## 20690    midskill        husband              white   male             35
## 20693    lowskill        husband Asian_Pac_Islander   male             30
## 20699    lowskill         tenant Asian_Pac_Islander female             35
## 20702   highskill         tenant              white female             48
## 20705    clerical        husband              white   male             40
## 20706   highskill        husband              white   male             40
## 20716    midskill         tenant              white   male             45
## 20724   highskill        husband              white   male             65
## 20726   highskill        husband              white   male             62
## 20727    clerical       depchild              white female             15
## 20732   highskill       depchild              white female             40
## 20736   highskill           wife              white female             39
## 20737    clerical        husband              white   male             40
## 20738   highskill     single_occ              white female             40
## 20742    midskill         tenant              white   male             40
## 20743    midskill        husband              white   male             60
## 20760    midskill     single_occ              white   male             40
## 20763    midskill         tenant              white   male             40
## 20771   highskill        husband              white   male             55
## 20773    lowskill         tenant              white female             75
## 20777       other     single_occ              black female             40
## 20782    lowskill         tenant              white   male             20
## 20786    clerical         tenant              white female             40
## 20790    midskill     single_occ              white female             40
## 20793   highskill         tenant              white   male             24
## 20812   highskill       depchild              white   male             64
## 20815    lowskill         tenant              black   male             40
## 20823   highskill     single_occ              white female             75
## 20828    midskill     single_occ              black female             40
## 20831   highskill         tenant              black   male             50
## 20833   highskill     single_occ              white female             40
## 20834    clerical         tenant              white female             40
## 20845   highskill        husband              white   male             40
## 20848    clerical     single_occ              black female             40
## 20853   highskill        husband              white   male             40
## 20856    midskill        husband              white   male             40
## 20857   highskill         tenant              white female             35
## 20858   highskill        husband              white   male             50
## 20859    midskill        husband              white   male             40
## 20872    lowskill         tenant              white female             41
## 20873   highskill         tenant              white female             43
## 20877   highskill        husband              white   male             35
## 20884   highskill       depchild              white female             40
## 20885    midskill        husband              black   male             50
## 20888    clerical       depchild              white female             40
## 20894   highskill        husband              white   male             60
## 20898   highskill        husband              white   male             40
## 20902    clerical         tenant              white female             39
## 20913    midskill        husband              white   male             40
## 20916       other        husband              white   male             40
## 20917    midskill         tenant              white   male             40
## 20919    midskill        husband              white   male             40
## 20921    lowskill         tenant              white female             20
## 20926    lowskill       depchild              white female             20
## 20931       other       depchild              black   male             30
## 20938   highskill        husband              white   male             50
## 20945    lowskill        husband              white   male             40
## 20951    midskill     single_occ              white female             40
## 20953    clerical         tenant              white female             15
## 20954       other        husband              white   male              8
## 20957 agriculture        husband              white   male             50
## 20961    midskill        husband              white   male             40
## 20962 agriculture        husband              black   male             40
## 20976   highskill        husband              white   male             32
## 20984    midskill        husband              white   male             40
## 20989    midskill        husband              white   male             70
## 20994   highskill         tenant              white   male             50
## 20997   highskill       relative              white   male             45
## 21000    midskill         tenant              white   male             52
## 21004   highskill        husband              white   male             45
## 21010    midskill        husband              white   male             40
## 21013    midskill       depchild              white   male             50
## 21031 agriculture        husband              white   male             40
## 21055    midskill        husband              white   male             40
## 21066   highskill        husband              white   male             50
## 21070    midskill       relative              white   male             30
## 21075    lowskill       depchild              white   male             24
## 21077    clerical         tenant              white   male             40
## 21078   highskill        husband              white   male             43
## 21083    clerical       depchild              black female             40
## 21085   highskill        husband              black   male             30
## 21089    midskill       depchild              white   male             45
## 21101   highskill       depchild              white female             20
## 21108    midskill         tenant              white   male             42
## 21118    lowskill       depchild              black female             20
## 21121    clerical         tenant              white female             40
## 21127   highskill     single_occ              white female             40
## 21129   highskill        husband Asian_Pac_Islander   male             50
## 21136    lowskill        husband              white   male             40
## 21137   highskill         tenant              white female             40
## 21140    midskill       depchild              white female             34
## 21141    midskill        husband              white   male             40
## 21148 agriculture        husband              white   male             99
## 21155    midskill     single_occ              white   male             40
## 21157    midskill        husband              white   male             40
## 21159       other         tenant Asian_Pac_Islander   male             28
## 21169    midskill        husband              white   male             40
## 21179    midskill       depchild              white female             10
## 21190   highskill     single_occ              white   male             44
## 21193   highskill         tenant              white   male             60
## 21198    lowskill        husband              white   male             40
## 21199   highskill        husband              white   male             50
## 21202    midskill        husband              white   male             52
## 21203    midskill         tenant              white female             35
## 21204   highskill        husband              white   male             60
## 21207   highskill        husband              white   male             50
## 21218   highskill       depchild              white   male             40
## 21222    lowskill         tenant              white female             45
## 21228    midskill         tenant              white female             40
## 21234   highskill         tenant              white   male             35
## 21237    lowskill        husband              white   male             43
## 21238   highskill         tenant              white female             48
## 21241   highskill        husband              white   male             40
## 21242    midskill        husband              white   male             40
## 21250    midskill        husband              white   male             84
## 21251   highskill        husband              white   male             65
## 21262    midskill        husband              white   male             40
## 21265    midskill     single_occ              white   male             40
## 21266    clerical       depchild              white   male             10
## 21273       other       depchild              white   male             10
## 21275       other           wife              white female              7
## 21278   highskill       depchild              white   male             35
## 21281   highskill        husband              white   male             40
## 21286    midskill        husband              white   male             40
## 21294    lowskill         tenant              black   male             40
## 21295    clerical         tenant              white female             43
## 21297   highskill         tenant              white female             45
## 21301    lowskill        husband              white   male             40
## 21315    clerical        husband              white   male             40
## 21327    lowskill       depchild              white female             20
## 21338   highskill     single_occ              white female             44
## 21352   highskill           wife              white female             15
## 21361    lowskill     single_occ              white female             40
## 21367   highskill         tenant              white   male             40
## 21375    midskill        husband              white   male             40
## 21383   highskill         tenant              white female             50
## 21387   highskill         tenant              white   male             40
## 21389    midskill       depchild              white female             30
## 21393   highskill        husband              white   male             50
## 21394    midskill        husband              white   male             50
## 21405    clerical           wife              white female             40
## 21412    midskill        husband              white   male             40
## 21414       other        husband              black   male             30
## 21425   highskill           wife              white female             40
## 21432   highskill     single_occ              black female             28
## 21436    midskill        husband              white   male             60
## 21437    lowskill        husband              white   male             40
## 21438       other       depchild              black   male             25
## 21440   highskill         tenant              white female             40
## 21454       other           wife              white female             10
## 21457   highskill     single_occ              black female             35
## 21467   highskill     single_occ              white female             38
## 21473    midskill     single_occ              white   male             40
## 21477   highskill         tenant              white female             40
## 21490   highskill           wife              white female             35
## 21493   highskill         tenant              white female             30
## 21496    midskill        husband              white   male             45
## 21497   highskill         tenant              white female             35
## 21503    midskill     single_occ              other   male             40
## 21508    midskill       depchild              black   male             40
## 21509    clerical     single_occ              white female             40
## 21512   highskill        husband              white   male             48
## 21513   highskill        husband              white   male             60
## 21515   highskill        husband              white   male             40
## 21516    clerical     single_occ              white female             40
## 21519    lowskill         tenant              white   male             25
## 21523    midskill     single_occ              white female             40
## 21532    clerical           wife              other female             40
## 21539 agriculture        husband              white   male             65
## 21550       other     single_occ              white female             40
## 21556    clerical     single_occ             native female             40
## 21563   highskill        husband              black   male             48
## 21570   highskill        husband              white   male             60
## 21571    midskill         tenant              white   male             40
## 21572    lowskill       depchild              white   male             40
## 21574   highskill        husband              white   male             65
## 21577   highskill        husband              white   male             45
## 21583    midskill        husband              white   male             80
## 21588   highskill         tenant              white   male             65
## 21593    midskill         tenant              white   male             40
## 21597   highskill       depchild              white   male             40
## 21598   highskill           wife              white female             24
## 21604 agriculture         tenant              white   male             50
## 21607    midskill        husband              white   male             50
## 21614   highskill         tenant              white   male             45
## 21623   highskill        husband              white   male             40
## 21626    midskill         tenant              white   male             40
## 21631   highskill        husband              white   male             20
## 21634   highskill     single_occ              white female             40
## 21637    lowskill     single_occ              white female             35
## 21645   highskill        husband              white   male             40
## 21646    lowskill     single_occ              white female             40
## 21654    midskill        husband              white   male             40
## 21672 agriculture        husband              white   male             50
## 21684    midskill         tenant              white   male             50
## 21686    midskill       depchild             native   male             35
## 21709    midskill     single_occ              black female             40
## 21710   highskill       depchild              white   male             35
## 21714   highskill        husband              white   male             50
## 21720    lowskill         tenant              white   male             40
## 21727    midskill        husband              white   male             40
## 21729    lowskill       depchild              white   male             40
## 21730   highskill        husband              white   male             40
## 21733   highskill         tenant              white   male             40
## 21735   highskill         tenant              white female             20
## 21739    lowskill       depchild              white female             19
## 21742    lowskill         tenant              white female             37
## 21747       other     single_occ              black female             40
## 21748   highskill         tenant              other   male             36
## 21762   highskill         tenant              white   male             40
## 21763       other         tenant              white female              7
## 21765    lowskill         tenant              white female             60
## 21774    lowskill         tenant              white female             40
## 21792   highskill        husband              white   male             60
## 21802   highskill         tenant              white   male             40
## 21805    midskill        husband              white   male             40
## 21807 agriculture        husband              white   male             40
## 21810    midskill         tenant              white   male             40
## 21811   highskill         tenant              white   male             40
## 21827   highskill        husband              white   male             45
## 21828 agriculture        husband              white   male             40
## 21830       other       depchild              white   male             40
## 21837   highskill        husband              white   male             35
## 21849 agriculture         tenant              white female             15
## 21855    lowskill         tenant              black   male             40
## 21859    midskill        husband              white   male             40
## 21865   highskill       depchild              white female             36
## 21868   highskill           wife              white female             40
## 21870    lowskill         tenant              white   male             30
## 21871 agriculture         tenant              white female             28
## 21879    midskill         tenant              white   male             50
## 21883    midskill        husband              white   male             65
## 21890    midskill         tenant              white female             40
## 21892   highskill        husband              white   male             40
## 21893       other         tenant              white   male             80
## 21895   highskill        husband              white   male             40
## 21901    midskill        husband              white   male             40
## 21903   highskill        husband              white   male             50
## 21906    lowskill       depchild              white female             32
## 21914    midskill     single_occ              black female             52
## 21919 agriculture       depchild              white   male             30
## 21922    lowskill           wife              white female             20
## 21924    lowskill       relative              white female             20
## 21928   highskill           wife Asian_Pac_Islander female              5
## 21929    midskill     single_occ              white female             40
## 21935    clerical         tenant              white female             40
## 21938    lowskill         tenant              black female             38
## 21942    lowskill        husband              white   male             39
## 21952    clerical           wife              white female             30
## 21954    lowskill       depchild              black   male             40
## 21958   highskill     single_occ              white   male             50
## 21967    clerical        husband              black   male             40
## 21971    midskill         tenant              white female             39
## 21976    midskill        husband Asian_Pac_Islander   male             40
## 21978    lowskill        husband              white   male             40
## 21982    midskill        husband              black   male             40
## 21992    lowskill        husband              white   male             40
## 21994   highskill        husband              white   male             50
## 22005    midskill        husband              white   male             40
## 22013   highskill         tenant              white   male             50
## 22020    midskill       depchild              white   male             40
## 22026    midskill        husband              white   male             40
## 22027   highskill        husband              white   male             50
## 22040    midskill       depchild              white   male             40
## 22043       other         tenant              white   male             25
## 22059    clerical       depchild              white   male             25
## 22062    clerical           wife              black female             35
## 22064    midskill        husband              white   male             40
## 22065   highskill        husband              white   male             65
## 22071   highskill     single_occ              white female             40
## 22078   highskill     single_occ              black female             25
## 22079   highskill        husband              white   male             40
## 22080    clerical        husband Asian_Pac_Islander   male             40
## 22083    midskill        husband              white   male             63
## 22089   highskill       depchild              white   male             50
## 22095       other       depchild              white   male             40
## 22102       other           wife              white female             40
## 22104    midskill         tenant              black   male             40
## 22108    lowskill       relative              white   male             40
## 22112   highskill         tenant              white   male             60
## 22114    lowskill     single_occ              white female             40
## 22117   highskill         tenant              white female             40
## 22121    midskill     single_occ              white   male             35
## 22122   highskill        husband              white   male             65
## 22129   highskill        husband              white   male             40
## 22134    clerical         tenant              black female             40
## 22136    midskill        husband              white   male             40
## 22141   highskill        husband              white   male             40
## 22144   highskill         tenant              white female             45
## 22153   highskill        husband              white   male             65
## 22161   highskill       depchild              white female             36
## 22162    clerical     single_occ              white   male             30
## 22163    midskill        husband              white   male             50
## 22168    lowskill         tenant              white female             12
## 22174       other       relative              white   male             12
## 22176    clerical        husband              white   male             50
## 22177   highskill       depchild              white   male             35
## 22180    clerical     single_occ              black female             40
## 22182    clerical           wife              white female             40
## 22187    midskill        husband              white   male             40
## 22188   highskill        husband              white   male             12
## 22189    clerical     single_occ             native female             40
## 22195    clerical        husband              white   male             40
## 22196    lowskill         tenant              white   male             43
## 22197   highskill           wife              white female             26
## 22202    midskill        husband              white   male             40
## 22211   highskill        husband              white   male             40
## 22212    clerical       depchild              white   male             40
## 22213    clerical     single_occ              black female             40
## 22216 agriculture       depchild              white   male             10
## 22217    midskill     single_occ              white   male             99
## 22227 agriculture        husband              white   male             30
## 22230    lowskill       depchild              white   male             15
## 22237   highskill        husband              white   male             60
## 22244   highskill         tenant              black female             40
## 22248    clerical     single_occ              black female             35
## 22253   highskill        husband              white   male             50
## 22254    lowskill       depchild              white   male             16
## 22259   highskill       depchild              white female             20
## 22263    midskill       depchild              white   male             40
## 22270   highskill           wife              white female             55
## 22272 agriculture        husband              white   male             50
## 22273    clerical        husband              white   male             50
## 22274   highskill     single_occ              white female             40
## 22275    lowskill         tenant              white female             35
## 22277   highskill         tenant              white   male             50
## 22279    clerical     single_occ              white female             44
## 22280 agriculture        husband              white   male             40
## 22286   highskill        husband              white   male             50
## 22288   highskill       depchild              white female             30
## 22293    lowskill       depchild              white   male             50
## 22295   highskill         tenant              white   male             40
## 22301    lowskill         tenant              white female             40
## 22304    lowskill       depchild              white   male             30
## 22305    clerical         tenant              white female             45
## 22310   highskill           wife              black female             40
## 22312    lowskill       depchild              black female             40
## 22314 agriculture        husband              white   male             99
## 22333    midskill        husband              white   male             40
## 22334 agriculture        husband              white   male             60
## 22338   highskill        husband              black   male             42
## 22343   highskill         tenant              white female             60
## 22344   highskill         tenant              white female             10
## 22345   highskill       depchild              white   male             40
## 22347    midskill        husband              white   male             48
## 22351       other       relative              white female             40
## 22354    midskill        husband              white   male             40
## 22375   highskill         tenant              white female             40
## 22377    lowskill         tenant              other female             40
## 22378    midskill        husband              white   male             40
## 22387    midskill        husband              white   male             40
## 22389    midskill        husband              white   male             44
## 22404   highskill        husband              white   male             50
## 22413    midskill        husband              white   male             50
## 22417    lowskill        husband              white   male             40
## 22425    clerical           wife              white female             40
## 22427   highskill       depchild              white female             15
## 22437   highskill        husband              white   male             50
## 22439    midskill        husband              white   male             50
## 22440   highskill        husband              white   male             40
## 22441   highskill     single_occ              white   male             50
## 22454    clerical         tenant              white female             40
## 22458    lowskill       depchild              white female             16
## 22459    lowskill           wife              white female             15
## 22464    midskill         tenant              black   male             40
## 22469   highskill        husband              white   male             60
## 22472   highskill        husband              white   male             45
## 22473   highskill       depchild              black female             55
## 22482   highskill         tenant              white   male             20
## 22483   highskill     single_occ              white female             32
## 22485    midskill         tenant              white   male             40
## 22488   highskill         tenant Asian_Pac_Islander   male             40
## 22500   highskill        husband              white   male             60
## 22506   highskill     single_occ              white   male             48
## 22511       other       relative              white   male             40
## 22530   highskill       depchild              white female             40
## 22535    lowskill       depchild              white female             36
## 22552   highskill       depchild              white   male             25
## 22573   highskill         tenant              white   male             45
## 22583   highskill       depchild              white female             16
## 22584    lowskill     single_occ             native female             35
## 22589    midskill        husband              white   male             50
## 22593   highskill           wife              white female             40
## 22595   highskill        husband              white   male             40
## 22607    lowskill         tenant              black female             16
## 22609    clerical        husband              black   male             45
## 22610    midskill         tenant              white female             48
## 22616   highskill         tenant              white female             40
## 22622   highskill        husband              white   male             40
## 22627    midskill         tenant              white   male             40
## 22629   highskill         tenant              white   male             45
## 22630   highskill         tenant              white female             36
## 22633    midskill        husband              white   male             40
## 22634       other     single_occ              white female             40
## 22646    clerical        husband              white   male             40
## 22649    clerical       relative              white female             40
## 22653   highskill       relative Asian_Pac_Islander female             40
## 22654    lowskill         tenant              white   male             40
## 22661 agriculture       depchild              white female             40
## 22664   highskill        husband              white   male             45
## 22667    clerical       depchild              white   male             10
## 22690    midskill        husband              white   male             40
## 22699    clerical       depchild              white female             10
## 22700    midskill        husband              white   male             40
## 22705   highskill        husband              white   male             40
## 22712   highskill        husband              white   male             40
## 22714   highskill        husband              white   male             40
## 22716   highskill        husband              white   male             40
## 22717   highskill        husband              white   male             45
## 22724   highskill        husband              white   male             40
## 22726    clerical       depchild              white female             16
## 22735   highskill         tenant              white   male             40
## 22742    clerical       depchild              white female             40
## 22749   highskill           wife              white female             35
## 22751   highskill         tenant              white   male             53
## 22752       other           wife              white female             20
## 22757    midskill        husband              white   male             60
## 22761    midskill        husband              white   male             40
## 22767    midskill       relative              white   male             40
## 22768   highskill        husband              white   male             50
## 22770    midskill        husband              white   male             40
## 22781    midskill        husband              white   male             40
## 22783    midskill        husband              white   male             40
## 22786    midskill     single_occ              black   male             40
## 22787       other         tenant              white   male             40
## 22788    clerical        husband              white   male             40
## 22802    midskill     single_occ              black female             40
## 22803    midskill        husband              white   male             40
## 22816    midskill     single_occ              white   male             55
## 22817    clerical     single_occ              white female             40
## 22821       other         tenant              black female             40
## 22825   highskill       relative              black female             40
## 22827    midskill       relative              white   male             40
## 22828   highskill        husband              white   male             40
## 22839   highskill         tenant              white   male             35
## 22843    lowskill     single_occ              black female             40
## 22844    clerical           wife              white female             40
## 22848   highskill        husband              white   male             50
## 22850    midskill        husband              white   male             40
## 22853   highskill       depchild              white   male             30
## 22862    midskill        husband              white   male             40
## 22876    clerical         tenant              white female             40
## 22878   highskill         tenant              white   male             50
## 22885    lowskill       depchild              white   male             40
## 22897    clerical       depchild             native female             15
## 22910   highskill        husband              white   male             40
## 22923   highskill        husband              white   male             20
## 22924   highskill         tenant              white female             35
## 22925   highskill        husband              white   male             60
## 22927    midskill         tenant              black female             35
## 22933    lowskill         tenant              black   male             30
## 22934   highskill        husband              white   male             36
## 22939    midskill       depchild              white female             30
## 22940    lowskill        husband              white   male             40
## 22957   highskill        husband Asian_Pac_Islander   male             20
## 22961    midskill       depchild              black   male              1
## 22962    midskill       depchild              white   male             50
## 22972   highskill        husband              white   male             42
## 22974    lowskill       depchild              black   male             40
## 22975    midskill     single_occ              black female             70
## 22979   highskill         tenant              white   male             40
## 22995    midskill        husband              white   male             35
## 22996    midskill        husband              white   male             40
## 22997   highskill         tenant              white   male             37
## 23000    lowskill     single_occ              white   male             35
## 23004    midskill       depchild              white   male             60
## 23005   highskill        husband              white   male             55
## 23011    clerical        husband              white   male             50
## 23018   highskill        husband              white   male             40
## 23022   highskill       relative Asian_Pac_Islander female             40
## 23025    clerical         tenant              white female             40
## 23029   highskill     single_occ              white   male             50
## 23031    lowskill       depchild              white   male             60
## 23037    midskill        husband              white   male             40
## 23046    midskill        husband              white   male             40
## 23053   highskill        husband              white   male             40
## 23054    lowskill         tenant              white female             40
## 23055   highskill         tenant              white female             40
## 23062   highskill        husband              white   male             50
## 23065    clerical         tenant              white female             40
## 23070    midskill         tenant              white female             42
## 23072    lowskill       relative              white   male             40
## 23076    lowskill         tenant              white female              4
## 23078   highskill         tenant              white female             40
## 23081   highskill        husband              white   male             40
## 23085   highskill        husband              white   male             40
## 23089   highskill         tenant              white female             30
## 23093    lowskill       depchild              white   male             40
## 23100       other         tenant              white female             40
## 23105   highskill         tenant              white   male             45
## 23109    midskill        husband              white   male             40
## 23115   highskill       depchild              white female             25
## 23123    lowskill        husband             native   male             32
## 23126    midskill        husband              white   male             40
## 23128   highskill         tenant              white female             12
## 23139    clerical       depchild              white female             40
## 23144    lowskill         tenant              white   male             40
## 23145    lowskill        husband              white   male             25
## 23155    lowskill        husband              white   male             40
## 23157    clerical     single_occ              black female             40
## 23158   highskill        husband              white   male             10
## 23164   highskill         tenant              white female             40
## 23165   highskill        husband              white   male             50
## 23187    midskill       depchild              white   male             40
## 23193       other       depchild              white female             25
## 23207    midskill       depchild              white   male             28
## 23212    clerical        husband              white   male             40
## 23215    midskill        husband              white   male             50
## 23223   highskill        husband              white   male             40
## 23227   highskill     single_occ              white female             99
## 23233       other       depchild              black   male             40
## 23246    midskill       depchild              white   male             40
## 23252   highskill     single_occ              white female             20
## 23253    lowskill     single_occ              white female             80
## 23254   highskill           wife              white female             40
## 23256   highskill        husband              white   male             55
## 23258    midskill        husband              white   male             30
## 23259   highskill        husband              white   male             50
## 23261   highskill           wife              white female             45
## 23265    lowskill       depchild              white   male             20
## 23273    clerical       depchild              white female             40
## 23281   highskill        husband              white   male             50
## 23284    lowskill       relative              black   male             25
## 23291   highskill        husband              white   male             55
## 23300    clerical       relative              white female             36
## 23309   highskill        husband              white   male             50
## 23315   highskill         tenant              white female             48
## 23318   highskill        husband              white   male             40
## 23319 agriculture        husband              white   male             60
## 23323    lowskill         tenant              black   male             25
## 23328    clerical        husband              white   male             40
## 23332    lowskill        husband              white   male             40
## 23333    lowskill       depchild              white   male             38
## 23334       other       depchild              black female             40
## 23342   highskill         tenant              white   male             48
## 23349   highskill         tenant              white   male             40
## 23356    lowskill       depchild              white   male             40
## 23358   highskill         tenant Asian_Pac_Islander   male             30
## 23364    lowskill        husband              white   male             40
## 23367   highskill        husband              white   male             55
## 23375   highskill         tenant              white   male             55
## 23376       other       depchild              black   male             40
## 23381    clerical        husband              white   male             50
## 23389       other           wife              white female             40
## 23393    midskill     single_occ              white female             40
## 23394    clerical         tenant              white female             50
## 23398    midskill        husband              white   male             57
## 23403    midskill           wife              white female             40
## 23410    lowskill           wife              white female             40
## 23419   highskill           wife              white female             50
## 23424   highskill        husband              white   male             40
## 23435   highskill         tenant              white   male             40
## 23437    midskill        husband              white   male             47
## 23445   highskill         tenant              white   male             40
## 23450    clerical         tenant Asian_Pac_Islander female             20
## 23460 agriculture        husband              white   male             50
## 23461   highskill        husband              white   male             40
## 23466    clerical     single_occ Asian_Pac_Islander female             40
## 23472   highskill         tenant              white   male             50
## 23487   highskill     single_occ              white   male             40
## 23497    midskill       depchild              white   male             60
## 23499   highskill        husband              white   male             42
## 23500    clerical        husband              white   male             40
## 23522    lowskill        husband              white   male             40
## 23523    lowskill     single_occ              white   male             40
## 23526    midskill         tenant              black   male             43
## 23533   highskill         tenant              white   male             45
## 23534    lowskill        husband              white   male             30
## 23537       other         tenant              white   male              1
## 23542    lowskill       depchild              white female             10
## 23561    midskill        husband              white   male             40
## 23564   highskill        husband              white   male             50
## 23568   highskill        husband              white   male             60
## 23573    clerical       depchild              white female             10
## 23576    lowskill        husband              white   male             40
## 23579   highskill        husband              white   male             40
## 23592    lowskill       depchild              white female             20
## 23604    midskill       depchild              black   male             40
## 23605   highskill     single_occ              white female             40
## 23614   highskill        husband              white   male             40
## 23620    midskill        husband              white   male             40
## 23624   highskill     single_occ              white female             48
## 23626    midskill        husband              white   male             60
## 23631   highskill     single_occ              black female             35
## 23632    clerical       depchild              white   male             40
## 23638   highskill         tenant              white female             50
## 23639    clerical           wife              white female             40
## 23642   highskill        husband              white   male             40
## 23645   highskill        husband              white   male             40
## 23646    midskill       depchild              white   male             25
## 23648   highskill     single_occ Asian_Pac_Islander female             40
## 23650   highskill        husband              black   male             99
## 23661    midskill         tenant              white   male             30
## 23667    clerical       depchild              white female             38
## 23670    lowskill       depchild              white   male             30
## 23674   highskill        husband              white   male             50
## 23687   highskill        husband              white   male             40
## 23689    clerical     single_occ              white female             40
## 23691    midskill       depchild              white   male             40
## 23726   highskill        husband              white   male             50
## 23729   highskill         tenant              white   male             40
## 23732 agriculture        husband              white   male             54
## 23734   highskill        husband              white   male             45
## 23735    midskill        husband              white   male             40
## 23738    lowskill         tenant              black female             40
## 23741    lowskill         tenant              white female             35
## 23743   highskill         tenant              white female             20
## 23746    midskill        husband              white   male             65
## 23747    clerical         tenant              white female             20
## 23754    midskill        husband              white   male             40
## 23757   highskill        husband              white   male             50
## 23759   highskill         tenant              white   male             50
## 23765   highskill         tenant              white female             30
## 23766   highskill         tenant              black   male             40
## 23770    midskill        husband              white   male             48
## 23773    clerical         tenant              black female             20
## 23778   highskill         tenant              white female             48
## 23784   highskill        husband              white   male             40
## 23790   highskill           wife              white female             40
## 23795   highskill       depchild              white female             20
## 23796   highskill     single_occ              white female             25
## 23804    lowskill       relative              white female             40
## 23810   highskill       depchild              white   male             40
## 23815    midskill        husband              white   male             40
## 23822    midskill        husband              white   male             65
## 23826       other        husband              white   male             40
## 23832    clerical     single_occ              white female             40
## 23833    lowskill         tenant Asian_Pac_Islander female             40
## 23836   highskill        husband              white   male             10
## 23839    midskill     single_occ              white   male             35
## 23840   highskill         tenant              black   male             43
## 23843    clerical     single_occ              white female             40
## 23850   highskill        husband              white   male             45
## 23852   highskill       depchild              white female             40
## 23855    midskill        husband              white   male             40
## 23859   highskill        husband              white   male             50
## 23862    midskill        husband              white   male             50
## 23867    lowskill     single_occ              white female             35
## 23874   highskill        husband              white   male             45
## 23875   highskill        husband              white   male             40
## 23881       other        husband              white   male             25
## 23884    midskill        husband              white   male             45
## 23886   highskill     single_occ              white female             40
## 23888   highskill       depchild              white female             20
## 23891    midskill           wife              black female             35
## 23895   highskill     single_occ              white   male             40
## 23903   highskill        husband Asian_Pac_Islander   male             40
## 23907    midskill     single_occ              black female             40
## 23908    midskill        husband              white   male             40
## 23909    lowskill         tenant              white   male             45
## 23911    clerical         tenant              black female             47
## 23914    midskill        husband              white   male             40
## 23915    lowskill     single_occ              white female              9
## 23917   highskill        husband              white   male             40
## 23918    midskill        husband Asian_Pac_Islander   male             40
## 23942    lowskill       depchild              white   male             12
## 23943    midskill        husband              white   male             50
## 23958    lowskill         tenant              white female             40
## 23960    clerical       depchild              white female             20
## 23967    midskill       depchild              white   male             40
## 23968   highskill           wife              white female             28
## 23970   highskill         tenant              white female             40
## 23982    lowskill        husband              white   male             40
## 23986   highskill       depchild              white female             16
## 23988   highskill        husband              white   male             50
## 23990   highskill        husband              white   male             60
## 23994   highskill         tenant              black female             60
## 24002    midskill       depchild              white   male             40
## 24005    lowskill     single_occ              white female             40
## 24007   highskill     single_occ Asian_Pac_Islander female             20
## 24011   highskill        husband              white   male             40
## 24021    lowskill       depchild              white   male             22
## 24025    clerical           wife              white female             18
## 24030    lowskill        husband              white   male             60
## 24036    midskill        husband              white   male             65
## 24040    midskill         tenant              white   male             55
## 24045   highskill         tenant              white female             45
## 24047    midskill     single_occ              other female             40
## 24063   highskill           wife              white female             40
## 24065   highskill        husband              white   male             48
## 24079    midskill        husband             native   male             60
## 24087    midskill       depchild              white   male             40
## 24089 agriculture        husband              white   male             40
## 24092   highskill         tenant              white female             40
## 24105    midskill        husband              white   male             45
## 24111    midskill       relative              white   male             10
## 24114    midskill        husband              white   male             45
## 24115    midskill        husband              white   male             43
## 24116    lowskill         tenant              white   male             40
## 24123   highskill        husband              white   male             40
## 24127    clerical         tenant              white   male             40
## 24128 agriculture       depchild              white   male             40
## 24129   highskill        husband              white   male             60
## 24133    lowskill        husband              white   male             40
## 24146   highskill       depchild              other female             20
## 24149    lowskill        husband              white   male             45
## 24151   highskill        husband              white   male             40
## 24152    clerical       depchild              white female             40
## 24163    clerical       depchild              white female             40
## 24166    lowskill       depchild              white female             40
## 24171    clerical        husband              white   male             50
## 24177   highskill     single_occ              black female             37
## 24178   highskill        husband              white   male             50
## 24182 agriculture         tenant              white   male             65
## 24184       other       depchild              white female             40
## 24190    lowskill       depchild              white   male             40
## 24198    lowskill     single_occ              black female             40
## 24206   highskill         tenant              white female             15
## 24207    lowskill           wife              white female             35
## 24209    lowskill       depchild              white female             30
## 24219    midskill        husband              white   male             40
## 24222    midskill         tenant              white female             40
## 24224    midskill        husband              white   male             40
## 24232    lowskill       depchild              white   male             40
## 24236    lowskill        husband              black   male             35
## 24241   highskill     single_occ              white female             38
## 24242       other       depchild              white female             15
## 24248       other        husband              white   male             50
## 24256    midskill     single_occ              white female             40
## 24259    midskill           wife              white female             50
## 24260    midskill        husband              white   male             40
## 24262   highskill        husband              white   male             40
## 24272 agriculture        husband              white   male             25
## 24274    lowskill       depchild              white female             40
## 24275    midskill        husband              white   male             58
## 24276    midskill         tenant              white   male             40
## 24278    midskill        husband              white   male             40
## 24279    lowskill     single_occ              white female             32
## 24280   highskill        husband              white   male             50
## 24289    midskill         tenant              white   male             45
## 24292   highskill        husband              white   male             40
## 24295   highskill        husband              white   male             40
## 24298   highskill     single_occ              white female             50
## 24305    midskill        husband              white   male             40
## 24306   highskill         tenant              white   male             48
## 24313    lowskill       relative              other   male             40
## 24317    midskill        husband              white   male             60
## 24325   highskill         tenant              white   male             20
## 24329    lowskill       depchild              white female              7
## 24330   highskill        husband              white   male             40
## 24332    midskill        husband              white   male             40
## 24348   highskill     single_occ              white female             10
## 24358    lowskill     single_occ              white female             20
## 24359    midskill       depchild              white   male             40
## 24360    lowskill       depchild              white   male             15
## 24365   highskill        husband              white   male             45
## 24392    lowskill       depchild              white female             25
## 24396   highskill        husband              white   male             55
## 24399    lowskill         tenant              white   male             40
## 24405    lowskill       depchild              white female             10
## 24407   highskill       depchild              white female             40
## 24413   highskill         tenant              white female             40
## 24414    midskill         tenant              white   male             40
## 24422    clerical        husband              white   male             32
## 24426    midskill         tenant              white female             40
## 24430       other         tenant              black female             40
## 24441   highskill     single_occ              white   male             36
## 24445    midskill        husband              white   male             40
## 24449    lowskill     single_occ              white female             40
## 24452   highskill        husband              white   male             50
## 24461    clerical       depchild              white female             15
## 24466   highskill        husband              white   male             50
## 24471    midskill        husband              white   male             45
## 24475    midskill     single_occ              white   male             40
## 24487    clerical     single_occ              black female             40
## 24493   highskill         tenant              white female             42
## 24500    midskill        husband              white   male             40
## 24501   highskill       depchild              white female             10
## 24502    midskill         tenant              white   male             40
## 24503   highskill         tenant              white   male             40
## 24505   highskill        husband              white   male             40
## 24508    clerical         tenant              white female             40
## 24511   highskill        husband              white   male             50
## 24512   highskill        husband              white   male             55
## 24516    lowskill       depchild              white   male             30
## 24517   highskill     single_occ              white female             20
## 24526   highskill         tenant              white female             40
## 24533       other       depchild              white   male             30
## 24538   highskill     single_occ              white female             65
## 24539   highskill         tenant              black   male             30
## 24547   highskill        husband              white   male             55
## 24557   highskill        husband              white   male             60
## 24558    clerical     single_occ              white female             48
## 24563   highskill       depchild              white female             35
## 24577   highskill        husband              white   male             95
## 24578    midskill        husband              white   male             40
## 24579    midskill        husband              black   male             40
## 24583    clerical        husband              white   male             40
## 24584    midskill     single_occ              white female             40
## 24587   highskill         tenant              white female             40
## 24588    lowskill       depchild              black   male             15
## 24590    clerical     single_occ              white female             35
## 24595    midskill         tenant              white   male             38
## 24596    clerical         tenant              white   male             40
## 24597 agriculture        husband              white   male             50
## 24608    clerical           wife              white female             32
## 24610    lowskill        husband              white   male             40
## 24618    midskill        husband              white   male             40
## 24621 agriculture        husband              white   male             45
## 24627    lowskill        husband              white   male             42
## 24635   highskill        husband Asian_Pac_Islander   male             40
## 24641    midskill       depchild              white   male             40
## 24644    midskill        husband              white   male             46
## 24646    midskill       depchild              white   male             40
## 24657    midskill        husband              white   male             40
## 24658    midskill         tenant              black   male             35
## 24659    clerical       depchild              white female             40
## 24661    lowskill       depchild              white   male             40
## 24664    clerical       depchild              white female             40
## 24667   highskill        husband              white   male             65
## 24668   highskill       depchild              white female             20
## 24671   highskill           wife              white female             35
## 24679    midskill        husband              white   male             40
## 24685   highskill     single_occ              white female             40
## 24692    midskill        husband             native   male             60
## 24694    lowskill       depchild Asian_Pac_Islander   male             40
## 24709    midskill        husband              white   male             30
## 24713   highskill     single_occ              white female             37
## 24721    lowskill       depchild              white   male             40
## 24723   highskill        husband              white   male             50
## 24731   highskill     single_occ              white female             40
## 24736       other        husband Asian_Pac_Islander   male             25
## 24737    clerical       depchild              white   male             20
## 24743    midskill        husband              white   male             49
## 24749   highskill     single_occ              white female             40
## 24751    lowskill         tenant              white female             35
## 24757    midskill        husband              white   male             40
## 24773    lowskill         tenant              white female             40
## 24774       other         tenant              white   male             40
## 24778    lowskill         tenant              black female             40
## 24780       other        husband              white   male             40
## 24787    midskill         tenant              white   male             30
## 24794    midskill     single_occ              black female             40
## 24796    clerical           wife              black female             40
## 24798 agriculture        husband              white   male             35
## 24806    clerical         tenant              white female             40
## 24808    midskill         tenant              white   male             40
## 24809    midskill       relative              white   male             40
## 24814       other        husband              white   male             10
## 24816    clerical       relative              white female             35
## 24820    lowskill       depchild              white female             16
## 24821   highskill         tenant              white female             40
## 24825    lowskill       depchild              white female             20
## 24832    midskill       depchild              white   male             20
## 24847    lowskill     single_occ              white female             40
## 24848   highskill        husband              white   male             28
## 24857    lowskill     single_occ              black female             30
## 24859    midskill        husband              white   male             45
## 24860   highskill        husband              white   male             40
## 24866    midskill       depchild              white   male             35
## 24875   highskill        husband              white   male             50
## 24877       other         tenant              white female              6
## 24878   highskill       depchild              white female             40
## 24882   highskill        husband              white   male             40
## 24887   highskill     single_occ              white   male             50
## 24900    midskill     single_occ              white female             45
## 24901   highskill        husband              white   male             72
## 24905   highskill         tenant              white female             40
## 24915    lowskill     single_occ              black female             40
## 24916    midskill        husband              white   male             55
## 24935   highskill       depchild              white female             35
## 24954   highskill       depchild              white   male             25
## 24955    clerical       depchild              white   male             16
## 24958   highskill        husband              white   male             46
## 24959   highskill        husband              black   male             40
## 24964    lowskill       depchild              white   male             50
## 24967   highskill     single_occ              black female             25
## 24977   highskill        husband              white   male             40
## 24978    midskill        husband              white   male             40
## 24981    midskill        husband Asian_Pac_Islander   male             40
## 24982   highskill       relative Asian_Pac_Islander   male             45
## 24983   highskill       relative              white   male             20
## 24992    clerical         tenant              white female             40
## 24993    midskill        husband              white   male             40
## 24997 agriculture       depchild              white   male             40
## 24998    midskill       depchild              white female             42
## 25002   highskill       depchild              white   male             40
## 25004   highskill        husband              white   male             50
## 25007    midskill        husband              white   male             40
## 25026    midskill        husband              white   male             40
## 25037    lowskill     single_occ              white female             17
## 25040   highskill        husband              white   male             45
## 25042   highskill        husband              white   male             50
## 25044    midskill        husband              white   male             40
## 25045       other       depchild              white   male             40
## 25053   highskill         tenant              white   male             20
## 25057       other       depchild              white female             60
## 25059   highskill       depchild              white female             40
## 25072    clerical     single_occ              white female              5
## 25090   highskill        husband              black   male             60
## 25092   highskill         tenant              white female             70
## 25093   highskill         tenant              white female             40
## 25102   highskill     single_occ Asian_Pac_Islander   male             55
## 25109   highskill        husband              white   male             40
## 25118    midskill         tenant              white   male             45
## 25119    clerical        husband Asian_Pac_Islander   male             40
## 25125    clerical           wife              black female             40
## 25135       other       depchild              white   male             40
## 25136   highskill           wife              white female             20
## 25141   highskill       relative Asian_Pac_Islander   male             40
## 25143    lowskill        husband              white   male             40
## 25149   highskill        husband              white   male             40
## 25150 agriculture         tenant              white   male             40
## 25151   highskill         tenant              white   male             40
## 25153   highskill        husband              white   male             40
## 25162   highskill        husband              white   male             20
## 25163    lowskill       depchild              white   male             15
## 25177   highskill        husband              white   male             40
## 25178   highskill         tenant              white female             40
## 25185    clerical         tenant              white female             30
## 25186   highskill         tenant              black female             45
## 25190   highskill         tenant              white female             36
## 25191    midskill        husband              white   male             50
## 25194    midskill         tenant              white   male             40
## 25199   highskill         tenant              white female             40
## 25201    midskill       depchild              white   male             36
## 25210    midskill        husband              white   male             50
## 25217       other       depchild              white female             40
## 25220    clerical        husband              white   male             20
## 25231   highskill         tenant              white   male             35
## 25235 agriculture       depchild              white   male             40
## 25239       other         tenant Asian_Pac_Islander female             15
## 25246   highskill        husband              white   male             40
## 25251    midskill        husband              white   male             40
## 25255    lowskill     single_occ              white female             40
## 25256   highskill           wife              white female             40
## 25258    lowskill        husband              black   male             48
## 25260   highskill        husband              white   male             40
## 25264   highskill         tenant              black   male             40
## 25273   highskill           wife              white female             28
## 25274    lowskill        husband              white   male             40
## 25280    lowskill        husband              white   male             20
## 25292    midskill        husband              white   male             40
## 25297   highskill        husband              white   male             40
## 25299    lowskill     single_occ              white female             10
## 25304       other         tenant              white female             15
## 25318    lowskill         tenant              white   male             40
## 25321   highskill        husband              white   male             40
## 25325    lowskill           wife              white female             40
## 25327    lowskill         tenant              black female             40
## 25329    lowskill         tenant              white   male             85
## 25330    midskill        husband              white   male             60
## 25336   highskill        husband              white   male             60
## 25344    midskill     single_occ              white female             40
## 25346    lowskill        husband              white   male             65
## 25349   highskill        husband              white   male             51
## 25352    midskill        husband              white   male             50
## 25357   highskill        husband              white   male             60
## 25363    midskill       depchild              white   male             40
## 25376    midskill       depchild              white   male             40
## 25377   highskill       depchild Asian_Pac_Islander   male             30
## 25380   highskill         tenant              white   male             45
## 25382    midskill        husband              white   male             40
## 25383   highskill     single_occ              white female             70
## 25384   highskill         tenant              black female             60
## 25404    midskill        husband              black   male             40
## 25409    clerical        husband              white   male             40
## 25412    lowskill           wife              white female             30
## 25413    clerical         tenant              white female             40
## 25421   highskill       depchild              white female             35
## 25422    midskill         tenant Asian_Pac_Islander   male             40
## 25427   highskill     single_occ              white   male             40
## 25430    midskill        husband              white   male             40
## 25431       other         tenant              white female             32
## 25439   highskill        husband              white   male             44
## 25441    midskill        husband              black   male             40
## 25443    clerical         tenant              white female             45
## 25453    lowskill         tenant              white   male             40
## 25456    clerical        husband              white   male             40
## 25462   highskill        husband              white   male             40
## 25473    lowskill     single_occ              white female             36
## 25475    lowskill       depchild              white   male             32
## 25479    midskill        husband              white   male             60
## 25489    lowskill       relative              white   male             40
## 25490    lowskill     single_occ              black female             25
## 25492   highskill        husband              white   male             42
## 25501 agriculture       depchild              white   male             65
## 25505    lowskill     single_occ              black female             40
## 25508   highskill         tenant              white   male             30
## 25511    midskill        husband              white   male             40
## 25517    midskill        husband              black   male             40
## 25520       other       depchild              white   male             40
## 25523       other        husband              black   male             40
## 25526   highskill     single_occ              white female             40
## 25528    midskill        husband              white   male             40
## 25530    midskill         tenant              white   male             41
## 25534    lowskill        husband              white   male             40
## 25542   highskill       depchild              white female             20
## 25556   highskill     single_occ              white   male             40
## 25569       other        husband              white   male             15
## 25570    lowskill        husband              white   male             15
## 25575    midskill       depchild              white   male             13
## 25584   highskill       depchild              black female             40
## 25585    midskill        husband              white   male             43
## 25593   highskill         tenant              white   male             50
## 25596   highskill        husband              white   male             60
## 25603   highskill         tenant              white   male             70
## 25611    midskill        husband              white   male             45
## 25624   highskill        husband              white   male             40
## 25644    lowskill         tenant              white female             25
## 25652    clerical           wife              white female             40
## 25659    lowskill         tenant              white female             40
## 25666    midskill        husband              white   male             25
## 25670       other       depchild              white   male             25
## 25690    lowskill           wife              white female             35
## 25695   highskill        husband              white   male             40
## 25697    clerical     single_occ              black female             40
## 25702    clerical           wife              black female             40
## 25703   highskill     single_occ              white female             50
## 25708    midskill        husband              white   male             40
## 25721    clerical        husband              white   male             40
## 25724   highskill       depchild              white female             20
## 25727       other       relative              white female             40
## 25744   highskill        husband Asian_Pac_Islander   male             40
## 25750    clerical        husband              white   male             45
## 25757   highskill       relative Asian_Pac_Islander female             32
## 25760 agriculture         tenant              white   male             20
## 25773       other        husband              white   male             25
## 25780    lowskill       depchild              white   male             50
## 25781    lowskill       depchild              white female              6
## 25784    clerical       depchild              white female             30
## 25788   highskill         tenant              white   male             40
## 25790    midskill        husband              black   male             50
## 25793   highskill     single_occ              white female             43
## 25794   highskill         tenant              white female             42
## 25798    midskill        husband              white   male             40
## 25801   highskill        husband              white   male             40
## 25804   highskill        husband              white   male             20
## 25809    midskill        husband              white   male             50
## 25812   highskill         tenant              white female             40
## 25823   highskill        husband              white   male             72
## 25827       other       depchild              white female             40
## 25841    midskill        husband              white   male             45
## 25842   highskill           wife Asian_Pac_Islander female             25
## 25849    lowskill           wife              black female             50
## 25850   highskill         tenant              black   male             24
## 25851 agriculture        husband Asian_Pac_Islander   male             40
## 25852   highskill        husband              white   male             40
## 25866    lowskill         tenant              white   male             47
## 25868    lowskill           wife              black female             20
## 25870   highskill     single_occ              white female             32
## 25876    lowskill       relative              black female             40
## 25879    midskill         tenant              white   male             40
## 25880   highskill       depchild              white female             40
## 25881    midskill        husband              white   male             48
## 25892 agriculture       depchild              white   male             40
## 25895   highskill        husband              white   male             50
## 25896    midskill        husband              white   male             40
## 25898   highskill       depchild Asian_Pac_Islander female             40
## 25900   highskill     single_occ Asian_Pac_Islander female             40
## 25901    midskill        husband              white   male             40
## 25905   highskill        husband              white   male             40
## 25910   highskill         tenant              white   male             70
## 25915   highskill        husband              white   male             50
## 25917    midskill        husband              white   male             40
## 25919   highskill     single_occ              white female             40
## 25921    midskill         tenant              white   male             40
## 25922    midskill        husband              white   male             50
## 25925 agriculture         tenant              white   male             45
## 25930       other         tenant              white female             36
## 25935    clerical       relative              black female             40
## 25937    lowskill       depchild              white   male             30
## 25941    midskill        husband              white   male             50
## 25943    lowskill        husband              black   male             40
## 25951   highskill         tenant              white female             54
## 25953   highskill        husband              white   male             50
## 25966    midskill        husband              white   male             38
## 25967   highskill        husband              white   male             55
## 25969    midskill     single_occ              black female             48
## 25972    midskill     single_occ              black female             44
## 25975    midskill        husband              white   male             40
## 25979 agriculture       depchild              white   male             20
## 25984   highskill       depchild              white   male             40
## 25985    midskill        husband              black   male             40
## 25992   highskill        husband              white   male             40
## 25993   highskill        husband              white   male             36
## 25998    clerical           wife              white female             36
## 26013       other     single_occ              white female              4
## 26029    lowskill     single_occ              white female             20
## 26041       other         tenant              white   male             40
## 26043   highskill         tenant              white   male             40
## 26052       other       depchild              white   male             15
## 26056    midskill        husband              black   male             24
## 26060    midskill        husband              white   male             10
## 26064    lowskill           wife              white female             40
## 26070   highskill           wife              white female             40
## 26071    midskill         tenant              white   male             40
## 26077   highskill        husband              white   male             55
## 26078   highskill       depchild              black female             20
## 26090   highskill        husband              white   male             35
## 26091    lowskill       depchild              white   male             15
## 26092   highskill       depchild Asian_Pac_Islander female             40
## 26099    midskill        husband              white   male             40
## 26100    clerical       depchild              white female             15
## 26103   highskill       relative              white   male             40
## 26105    lowskill        husband              white   male             40
## 26109   highskill       depchild              white   male             50
## 26115   highskill         tenant              white female             70
## 26117    lowskill       relative              white   male             16
## 26126    lowskill         tenant              white   male             40
## 26127   highskill       relative              white female             40
## 26136   highskill           wife              white female             40
## 26142    lowskill        husband              white   male             35
## 26145    midskill        husband              white   male             40
## 26146       other       depchild              white female             80
## 26151   highskill        husband Asian_Pac_Islander   male             40
## 26153   highskill        husband Asian_Pac_Islander   male             55
## 26157    midskill        husband             native   male             40
## 26161   highskill       depchild              white   male             10
## 26162   highskill        husband              white   male             50
## 26167   highskill        husband             native   male             40
## 26169    midskill        husband              white   male             40
## 26177    midskill         tenant              white   male             20
## 26179   highskill         tenant              white   male             45
## 26186   highskill           wife              white female             32
## 26198    midskill        husband              white   male             40
## 26201    lowskill        husband              white   male             40
## 26208   highskill        husband              white   male             44
## 26210   highskill        husband              white   male             43
## 26211 agriculture       depchild              white   male             12
## 26217   highskill       depchild              white female             40
## 26225    clerical       depchild              white female             40
## 26232   highskill       relative              white   male             25
## 26240   highskill       depchild              white   male             38
## 26241    midskill         tenant              white   male             45
## 26246    clerical       relative              white   male             40
## 26247   highskill        husband              white   male             60
## 26253   highskill         tenant              black   male             50
## 26255    midskill        husband              white   male             60
## 26263    lowskill         tenant              white female             40
## 26266    midskill         tenant              white   male             40
## 26274    midskill        husband              white   male             35
## 26284    midskill     single_occ              white   male             50
## 26290   highskill        husband              black   male             40
## 26292    midskill       depchild              white   male             40
## 26294    clerical     single_occ              white female             40
## 26303    midskill        husband              white   male             40
## 26312 agriculture       depchild              white   male             40
## 26325    clerical       depchild              white   male             15
## 26327    midskill        husband              white   male             50
## 26334    clerical       depchild              white   male             35
## 26335    midskill         tenant              white   male             40
## 26349       other        husband              white   male             41
## 26352   highskill        husband              white   male             40
## 26356    clerical       relative              white female             40
## 26357   highskill        husband Asian_Pac_Islander   male             40
## 26378    clerical       depchild              white female             20
## 26385    clerical     single_occ              white female             45
## 26388    midskill        husband              white   male             60
## 26392   highskill         tenant              white female             35
## 26393   highskill         tenant              white female             45
## 26401    lowskill        husband Asian_Pac_Islander   male             84
## 26402    midskill        husband              white   male             55
## 26404    midskill        husband              white   male             60
## 26416    clerical        husband              white   male             40
## 26422       other       depchild              white   male             40
## 26426 agriculture         tenant             native   male             50
## 26429    lowskill        husband              white   male             40
## 26430    midskill        husband              white   male             84
## 26439    clerical         tenant              white female             40
## 26444   highskill       depchild              white female             50
## 26446 agriculture         tenant              white   male             40
## 26454    lowskill     single_occ              white   male             30
## 26458   highskill        husband Asian_Pac_Islander   male             60
## 26459   highskill        husband              white   male             40
## 26465    midskill       relative              black   male             35
## 26470    lowskill       depchild              white   male             33
## 26471   highskill        husband              white   male             40
## 26479 agriculture        husband              white   male             65
## 26493    clerical       depchild              white female             40
## 26499    clerical        husband              white   male             40
## 26501   highskill         tenant              white female             45
## 26508    clerical       depchild              white female             15
## 26520   highskill        husband              white   male             40
## 26522   highskill       depchild              white   male             20
## 26524    clerical     single_occ              white female             40
## 26532   highskill        husband              black   male             52
## 26539    clerical       relative              white female             38
## 26544 agriculture        husband              white   male             40
## 26550       other        husband              white   male             40
## 26551    midskill     single_occ              white female             40
## 26560 agriculture        husband              white   male             70
## 26561   highskill        husband              white   male             35
## 26564   highskill     single_occ              white female             40
## 26565    lowskill        husband              white   male             40
## 26566    midskill        husband              white   male             40
## 26567       other     single_occ              black female             25
## 26568   highskill        husband              white   male             50
## 26576    midskill        husband              white   male             40
## 26582   highskill           wife              white female             36
## 26583    clerical       depchild              white   male             20
## 26584   highskill     single_occ              black female             40
## 26590 agriculture        husband             native   male             50
## 26591    lowskill       depchild              white female             12
## 26596    midskill        husband              white   male             40
## 26600       other       depchild              white female             40
## 26601    midskill        husband              white   male             60
## 26602    clerical     single_occ              white female             40
## 26605    lowskill         tenant              white   male             48
## 26616   highskill       relative              white   male             40
## 26622    lowskill       relative              black   male             37
## 26627    midskill        husband              white   male             45
## 26629   highskill     single_occ              white   male             40
## 26639   highskill        husband              white   male             99
## 26643   highskill        husband              white   male             40
## 26646   highskill         tenant              white   male             45
## 26652    clerical       depchild              other female             25
## 26661    lowskill     single_occ              white female             38
## 26667    lowskill       depchild              white female             15
## 26668   highskill           wife              white female             36
## 26670    lowskill         tenant              white   male             40
## 26676   highskill       relative              black female             38
## 26684   highskill        husband              white   male             40
## 26702   highskill        husband              white   male             50
## 26704    lowskill       depchild              white   male             40
## 26713   highskill        husband              white   male             20
## 26716   highskill        husband              white   male             40
## 26727    midskill         tenant              white   male             48
## 26728   highskill        husband              white   male             40
## 26732   highskill         tenant              white female             16
## 26738   highskill     single_occ              white female             40
## 26739   highskill       depchild              white female             35
## 26755    midskill        husband Asian_Pac_Islander   male             40
## 26759    midskill         tenant              white   male             35
## 26762    lowskill       depchild              white female             20
## 26769    clerical       depchild              white female             40
## 26776   highskill           wife              white female             16
## 26777       other         tenant              white   male             40
## 26780    clerical       depchild              white female              8
## 26781   highskill     single_occ              white   male             90
## 26782    lowskill           wife              black female             35
## 26784   highskill       depchild              white female             60
## 26796   highskill        husband              white   male             40
## 26797   highskill        husband              white   male             42
## 26798   highskill         tenant              white   male             50
## 26807   highskill        husband              white   male             60
## 26815    midskill        husband              white   male             40
## 26816    midskill         tenant              white   male             40
## 26817   highskill        husband              white   male             50
## 26819   highskill        husband              white   male             40
## 26822    lowskill       depchild              black   male             40
## 26825   highskill       depchild              white female             60
## 26826   highskill         tenant              white   male             70
## 26832    midskill        husband              white   male             40
## 26840    midskill        husband              white   male             40
## 26842   highskill           wife              black female             40
## 26850    clerical       depchild              white   male             40
## 26853    lowskill         tenant              black   male             40
## 26855   highskill       depchild              white   male             62
## 26872    midskill        husband              white   male             40
## 26875    midskill         tenant              white   male             45
## 26885    midskill        husband              white   male             40
## 26886    midskill     single_occ              white   male             44
## 26887   highskill        husband              white   male             50
## 26888   highskill        husband              white   male             80
## 26896    clerical         tenant              black female             40
## 26898   highskill        husband              white   male             45
## 26910   highskill        husband              black   male             35
## 26919    lowskill     single_occ              black female             20
## 26922   highskill       depchild              white female             35
## 26930   highskill        husband              white   male             45
## 26936    lowskill         tenant              white female             31
## 26942   highskill        husband              white   male             40
## 26944   highskill        husband              white   male             45
## 26949    lowskill     single_occ              white female             40
## 26951   highskill     single_occ              white female             50
## 26952   highskill           wife              white female             15
## 26953   highskill        husband              white   male             40
## 26957   highskill         tenant              white female             30
## 26961    midskill        husband              white   male             55
## 26964   highskill           wife              white female             36
## 26970   highskill       depchild              white   male             10
## 26971    lowskill       depchild              white female             16
## 26978    clerical           wife              white female             36
## 26983       other        husband              white   male             40
## 26985    midskill        husband              other   male             40
## 26988   highskill        husband              white   male             50
## 26991    clerical         tenant              white female             40
## 26996    midskill         tenant              white   male             32
## 27008    midskill        husband Asian_Pac_Islander   male             40
## 27009   highskill     single_occ              white female             40
## 27019       other         tenant              black female             40
## 27025    midskill     single_occ              white female             40
## 27042    midskill        husband              white   male             60
## 27054    lowskill       depchild              white   male             52
## 27061   highskill         tenant              white female             43
## 27063    midskill         tenant              white   male             40
## 27071 agriculture        husband              white   male             30
## 27079    midskill        husband              white   male             40
## 27086       other       depchild              white   male             30
## 27090   highskill         tenant              white   male             55
## 27092   highskill        husband              white   male             38
## 27099    midskill         tenant              white   male             60
## 27101       other        husband              white   male             10
## 27103    midskill        husband              white   male             50
## 27117   highskill        husband              white   male             24
## 27119   highskill        husband              white   male             45
## 27128    midskill       relative              white   male             40
## 27137 agriculture       depchild              white   male             72
## 27142   highskill           wife              white   male             60
## 27143    midskill        husband              white   male             40
## 27149   highskill         tenant              black female             30
## 27155    lowskill         tenant              white   male             40
## 27160   highskill        husband              white   male             50
## 27167   highskill        husband              white   male             50
## 27168    lowskill       depchild              white   male             15
## 27179    midskill         tenant              white   male             40
## 27191   highskill     single_occ              white female             36
## 27196 agriculture        husband              white   male             60
## 27199    lowskill         tenant              white female             40
## 27202       other       depchild              white   male             40
## 27207   highskill         tenant              black   male             40
## 27215    midskill        husband Asian_Pac_Islander   male             36
## 27216   highskill         tenant              white female             40
## 27222   highskill        husband              white   male             50
## 27223   highskill        husband              white   male             99
## 27226       other         tenant              white female             40
## 27237   highskill        husband              white   male             40
## 27242   highskill         tenant              black female             37
## 27244   highskill       depchild              black   male             40
## 27248   highskill        husband              white   male             50
## 27250   highskill       depchild              black   male             24
## 27255   highskill        husband              white   male             40
## 27256   highskill       relative              white   male             40
## 27267    midskill        husband              white   male             48
## 27272   highskill         tenant              white   male             45
## 27275    midskill        husband              white   male             40
## 27288   highskill       depchild              white   male             40
## 27290   highskill        husband              other   male             35
## 27310    midskill         tenant              black female             50
## 27311   highskill     single_occ              black   male             40
## 27318       other        husband              white   male             20
## 27322       other       depchild              white   male             40
## 27326   highskill         tenant              white female             40
## 27328   highskill         tenant              white   male             50
## 27330   highskill           wife Asian_Pac_Islander female             40
## 27337    clerical        husband              white   male             40
## 27340    lowskill        husband              white   male             45
## 27341    midskill         tenant              white   male             60
## 27342   highskill       relative              white female             60
## 27370    lowskill        husband              white   male             25
## 27371   highskill        husband              white   male             40
## 27379   highskill        husband              white   male             45
## 27381   highskill         tenant              white   male             35
## 27394    midskill        husband              black   male             40
## 27399   highskill        husband              white   male             40
## 27407   highskill        husband              white   male             40
## 27409    lowskill         tenant              black female             40
## 27411    midskill         tenant              black   male             40
## 27425    lowskill       depchild              black female             30
## 27435   highskill        husband              white   male             40
## 27436   highskill        husband              white   male             40
## 27441    midskill        husband              black   male             40
## 27444    lowskill       depchild              white female             20
## 27459   highskill        husband              white   male             40
## 27461    lowskill        husband              other   male             40
## 27465   highskill       depchild              white   male             50
## 27469   highskill         tenant              white   male             13
## 27474    clerical         tenant              white female             40
## 27475    midskill        husband              white   male             40
## 27476       other        husband              white   male              8
## 27484    lowskill         tenant              white   male             40
## 27491   highskill         tenant              white   male             55
## 27497   highskill       depchild             native female             25
## 27503    lowskill       depchild              white   male             15
## 27511    clerical     single_occ              white   male             40
## 27515    lowskill         tenant              white   male             40
## 27521    lowskill        husband              white   male             40
## 27522   highskill     single_occ              white female             50
## 27530    midskill       relative              white   male             40
## 27532    lowskill       relative              white   male             52
## 27536    midskill        husband              black   male             40
## 27546    midskill       relative              white   male             32
## 27547   highskill         tenant              white female             45
## 27568   highskill        husband              white   male             50
## 27607    lowskill        husband              black   male             40
## 27609   highskill         tenant              white   male             38
## 27613    midskill        husband              white   male             50
## 27628    lowskill       depchild              white   male             40
## 27629    clerical     single_occ              black female             40
## 27631    midskill        husband              white   male             50
## 27638   highskill        husband              white   male             40
## 27649    midskill        husband              other   male             40
## 27653   highskill        husband              white   male             50
## 27662   highskill         tenant Asian_Pac_Islander female             40
## 27670    lowskill       depchild              white   male             12
## 27673    midskill         tenant              white   male             40
## 27675    lowskill        husband              white   male             40
## 27677       other        husband              black   male             40
## 27691    lowskill     single_occ              white female             25
## 27692    midskill     single_occ              white   male             50
## 27712   highskill     single_occ              white female             40
## 27716    lowskill         tenant              white   male             20
## 27731       other     single_occ              black female             36
## 27738    midskill        husband              white   male             38
## 27743    clerical       depchild              white female             40
## 27744   highskill         tenant              white female             35
## 27746 agriculture        husband              white   male             35
## 27762    midskill     single_occ              white   male             40
## 27768    midskill        husband             native   male             40
## 27770    clerical        husband              white   male             40
## 27773   highskill         tenant              black female             40
## 27778    lowskill         tenant              white female             40
## 27782   highskill        husband              white   male             40
## 27783   highskill     single_occ              white female             38
## 27788    midskill        husband              white   male             45
## 27792 agriculture        husband              white   male             35
## 27801    clerical       depchild              white   male             35
## 27803   highskill       depchild              white female             15
## 27805   highskill       depchild Asian_Pac_Islander female             40
## 27808    lowskill         tenant              white   male             30
## 27821    lowskill         tenant Asian_Pac_Islander female             75
## 27826   highskill        husband              white   male             56
## 27827   highskill         tenant              white female             40
## 27836    midskill       relative              white   male             50
## 27838    clerical        husband              white   male             40
## 27842   highskill           wife              white female             40
## 27844   highskill        husband              white   male             40
## 27851 agriculture         tenant              white   male             40
## 27853    midskill     single_occ              white   male             40
## 27854       other       depchild              black   male             35
## 27855   highskill         tenant              white   male             25
## 27867    midskill         tenant              white female             40
## 27877   highskill        husband              white   male             40
## 27881   highskill     single_occ              white female             40
## 27883    clerical       depchild              black female             40
## 27891   highskill        husband              white   male             25
## 27897   highskill        husband              white   male             52
## 27904   highskill         tenant              black female             25
## 27905    clerical        husband Asian_Pac_Islander   male             50
## 27906    clerical     single_occ              white   male             40
## 27909    midskill        husband              white   male             40
## 27914    lowskill       depchild              white female             25
## 27921    clerical       depchild              white female             40
## 27926   highskill        husband              white   male             40
## 27940   highskill        husband              white   male             50
## 27949   highskill        husband              white   male             50
## 27952   highskill        husband              white   male             65
## 27955   highskill           wife              white female             50
## 27956    midskill        husband              white   male             40
## 27962   highskill        husband              white   male             40
## 27968   highskill         tenant              white   male             45
## 27984    midskill        husband              white   male             50
## 27991    midskill         tenant              white   male             40
## 28002    midskill        husband              white   male             40
## 28003    midskill           wife Asian_Pac_Islander female             40
## 28006   highskill         tenant              white female             43
## 28013   highskill        husband              white   male             40
## 28018   highskill         tenant              white female             30
## 28021       other        husband              white   male             40
## 28026   highskill       relative              black   male             65
## 28033    lowskill         tenant              white   male             40
## 28034    midskill        husband              white   male             40
## 28035    lowskill         tenant              black female             35
## 28041    lowskill         tenant              white   male             24
## 28046    clerical         tenant              white female             15
## 28047    midskill        husband              white   male             40
## 28054    midskill         tenant              black   male             40
## 28059   highskill        husband              white   male             40
## 28061   highskill        husband              other   male             50
## 28076    lowskill     single_occ              black female             20
## 28077   highskill           wife              white female             40
## 28083   highskill        husband              white   male             50
## 28085    clerical     single_occ              black female             35
## 28095   highskill         tenant              white female             62
## 28096   highskill     single_occ              white female             40
## 28097    clerical         tenant              white female             20
## 28103    midskill       depchild              white   male             60
## 28105   highskill     single_occ              white female             40
## 28111    clerical        husband              white   male             45
## 28121    midskill        husband              white   male             40
## 28128    midskill       depchild              white   male              5
## 28135   highskill        husband              black   male             40
## 28142    lowskill     single_occ              white   male             48
## 28144       other        husband              white   male             35
## 28147 agriculture        husband              white   male             60
## 28152   highskill        husband             native   male             60
## 28153    clerical       depchild              white female             15
## 28156   highskill        husband              white   male             50
## 28161   highskill        husband              black   male             50
## 28181   highskill         tenant              white female             40
## 28190   highskill        husband              white   male             60
## 28193    clerical         tenant              white female             40
## 28196    clerical     single_occ Asian_Pac_Islander female             30
## 28199    midskill       depchild              white female             40
## 28200    midskill        husband              white   male             40
## 28203   highskill        husband              white   male             55
## 28208    lowskill        husband              white   male             15
## 28210   highskill        husband              white   male             50
## 28211       other         tenant              white   male             30
## 28217    clerical        husband              white   male             35
## 28218    lowskill         tenant              black female             40
## 28222    midskill         tenant              white   male             78
## 28229   highskill        husband              white   male             40
## 28236    lowskill     single_occ              white female             40
## 28237   highskill         tenant              white female             20
## 28240    clerical     single_occ              white female             40
## 28243    midskill       depchild              white female             40
## 28247   highskill        husband              black   male             40
## 28250   highskill       depchild              white female             40
## 28257    midskill        husband              white   male             45
## 28262    midskill        husband              white   male             50
## 28265   highskill        husband              other   male             70
## 28267   highskill        husband              white   male             60
## 28271   highskill        husband Asian_Pac_Islander   male             40
## 28283 agriculture         tenant              white   male             40
## 28287   highskill        husband              white   male             40
## 28288   highskill     single_occ              white female             50
## 28289   highskill        husband              white   male             50
## 28290    midskill       depchild              white   male             40
## 28293    lowskill        husband              white   male             40
## 28296    midskill         tenant Asian_Pac_Islander female             45
## 28301   highskill        husband              white   male             42
## 28302   highskill        husband              white   male             60
## 28304       other       depchild              white female             20
## 28314   highskill           wife              white female             40
## 28316    midskill        husband              white   male             40
## 28318    midskill        husband              black   male             40
## 28326   highskill        husband              white   male             60
## 28328    midskill        husband              white   male             56
## 28342    midskill        husband              white   male             45
## 28350   highskill        husband              white   male             40
## 28353   highskill       depchild              white female             35
## 28358    lowskill       relative              white   male             40
## 28359    lowskill         tenant              white   male             45
## 28363   highskill        husband              white   male             40
## 28366       other        husband              white   male             10
## 28367    midskill        husband              white   male             73
## 28375    lowskill        husband              black   male             40
## 28383       other       depchild              white   male             40
## 28387   highskill         tenant              white female             46
## 28396    midskill         tenant              black   male             40
## 28423    lowskill         tenant              other female             40
## 28439    clerical           wife              white female             35
## 28442   highskill           wife              white female             15
## 28447    clerical        husband              white   male             40
## 28450    clerical     single_occ              black female             40
## 28458   highskill     single_occ              white female             60
## 28465    clerical     single_occ              white female             40
## 28466    midskill       depchild              black   male             38
## 28467    lowskill       depchild              black   male             40
## 28469    midskill        husband              white   male             40
## 28470    midskill        husband              white   male             40
## 28471   highskill        husband              white   male             45
## 28474    midskill     single_occ              white   male             42
## 28478    midskill       depchild              white female             40
## 28481    midskill        husband              white   male             30
## 28488    midskill        husband              white   male             66
## 28501    lowskill         tenant              black female             40
## 28503    clerical       depchild              white female             15
## 28507    midskill        husband              white   male             40
## 28513    lowskill       relative              white female             40
## 28514   highskill     single_occ              white female             15
## 28518    clerical       depchild              white female              8
## 28520   highskill        husband              white   male             50
## 28533    midskill        husband              white   male             40
## 28540   highskill        husband              white   male             40
## 28549       other           wife              white female              8
## 28555   highskill         tenant              white female             36
## 28558   highskill        husband Asian_Pac_Islander   male             43
## 28570    lowskill        husband              white   male             46
## 28571    midskill        husband              white   male             60
## 28573    lowskill       depchild              white   male             10
## 28578    midskill        husband              white   male             40
## 28583    midskill        husband              white   male             40
## 28590    lowskill         tenant              black female             60
## 28594    midskill        husband              white   male             40
## 28601    lowskill       depchild              white   male             40
## 28605   highskill        husband              white   male             42
## 28609    midskill         tenant              white   male             35
## 28613    clerical         tenant              black female             37
## 28614    midskill        husband              white   male             45
## 28617   highskill        husband              white   male             40
## 28622    lowskill         tenant              white female             35
## 28639    lowskill        husband              white   male             42
## 28644   highskill         tenant              white   male             47
## 28649    midskill         tenant             native female             60
## 28652   highskill        husband Asian_Pac_Islander   male             50
## 28653   highskill        husband              white   male             30
## 28656    lowskill         tenant              white   male             30
## 28659   highskill        husband              white   male             60
## 28663    lowskill         tenant              white   male             30
## 28679    midskill        husband              white   male             60
## 28682   highskill         tenant              white female             40
## 28703    clerical        husband              white   male             48
## 28706   highskill         tenant              white female             40
## 28712   highskill        husband              white   male             40
## 28725    clerical        husband              white   male             60
## 28727    clerical     single_occ              white female             40
## 28732   highskill         tenant              white female             40
## 28736   highskill        husband              white   male             45
## 28744   highskill           wife              white female             40
## 28750   highskill         tenant Asian_Pac_Islander female             15
## 28760    midskill        husband              white   male             70
## 28763    midskill        husband              white   male             40
## 28764   highskill     single_occ              white female             40
## 28766    lowskill        husband              white   male             12
## 28780   highskill         tenant              white female             15
## 28782    clerical       relative Asian_Pac_Islander female             16
## 28786    midskill         tenant             native female             40
## 28790   highskill         tenant              white female             35
## 28792    clerical         tenant              white female             40
## 28794    midskill         tenant              white   male             70
## 28796   highskill         tenant              white   male             45
## 28798    lowskill     single_occ              white female             40
## 28809    midskill         tenant              white   male             50
## 28818    midskill        husband              white   male             45
## 28819    lowskill       depchild              white female             50
## 28821    midskill        husband              white   male             40
## 28822    midskill         tenant              white   male             22
## 28825   highskill        husband              white   male             50
## 28826   highskill         tenant              white   male             40
## 28832    midskill        husband              white   male             50
## 28844    lowskill       depchild              white female             40
## 28845    clerical        husband              white   male             60
## 28846    midskill       depchild              black   male             50
## 28858    midskill     single_occ              black   male             45
## 28861    midskill         tenant              white   male             45
## 28872    midskill         tenant              white   male             40
## 28879    lowskill       depchild              white   male             20
## 28885   highskill       relative Asian_Pac_Islander   male             25
## 28905       other         tenant              white female             45
## 28907    midskill     single_occ              black   male             40
## 28909   highskill     single_occ             native   male             40
## 28914 agriculture        husband              white   male             70
## 28918    midskill         tenant              white   male             48
## 28933    clerical         tenant              white   male             38
## 28937    midskill         tenant              white   male             30
## 28941   highskill        husband              white   male             45
## 28943    lowskill       relative Asian_Pac_Islander   male             30
## 28948   highskill     single_occ              white   male             45
## 28952    clerical           wife              white female             40
## 28959    lowskill     single_occ              black female             35
## 28962       other        husband              white   male             55
## 28964   highskill        husband              white   male             40
## 28966    lowskill       relative              black female             30
## 28974   highskill     single_occ             native female             40
## 28976    lowskill     single_occ              white female             40
## 28980   highskill        husband              white   male             40
## 28981   highskill        husband              white   male             60
## 28988   highskill        husband              white   male             45
## 28990   highskill        husband              white   male             55
## 28992    lowskill       depchild              white female             20
## 28994    midskill         tenant              white   male             40
## 28996    midskill        husband Asian_Pac_Islander   male             40
## 28998   highskill        husband Asian_Pac_Islander   male             45
## 29006   highskill        husband              white   male             40
## 29008   highskill         tenant              white   male             16
## 29013    midskill       depchild              white   male             40
## 29015   highskill       depchild              white   male             40
## 29016 agriculture         tenant              other   male             40
## 29020    lowskill       depchild              white female             38
## 29021   highskill         tenant              white   male             40
## 29032    lowskill       relative              white   male             40
## 29034    lowskill         tenant              white female             48
## 29040   highskill     single_occ              white female             50
## 29049   highskill         tenant              white female             40
## 29050    midskill        husband              white   male             40
## 29055    midskill        husband              white   male             52
## 29056   highskill         tenant              white   male             50
## 29075    lowskill     single_occ              black   male             40
## 29078   highskill        husband              white   male             60
## 29081   highskill         tenant              white   male             45
## 29097   highskill     single_occ              white female             38
## 29098       other        husband              white   male              2
## 29120       other         tenant              white female             15
## 29121   highskill        husband              white   male             40
## 29127   highskill       depchild              white female             20
## 29131    lowskill       depchild              white   male             16
## 29133   highskill        husband              white   male              8
## 29137   highskill        husband              black   male             40
## 29139   highskill        husband              white   male             40
## 29142    midskill        husband              black   male             40
## 29149   highskill     single_occ              white female             12
## 29151   highskill       depchild              white female             25
## 29158    midskill        husband              white   male             48
## 29159    clerical        husband Asian_Pac_Islander   male             12
## 29161 agriculture        husband              white   male             30
## 29164    clerical         tenant              white female              8
## 29166   highskill           wife              white female             32
## 29177    midskill        husband              black   male             40
## 29180    lowskill       depchild              white female             35
## 29187    clerical       relative              black female             40
## 29190   highskill         tenant              white   male             20
## 29191   highskill        husband              white   male             40
## 29209   highskill        husband              white   male             68
## 29219    midskill       relative              white   male             40
## 29228   highskill        husband              white   male             72
## 29236    midskill        husband              white   male             20
## 29239    lowskill         tenant              white   male             40
## 29240    midskill        husband              white   male             40
## 29246    midskill        husband              white   male             48
## 29252   highskill         tenant              white female             50
## 29266    midskill        husband              white   male             55
## 29278 agriculture        husband              white   male             30
## 29280    lowskill       depchild              white female             25
## 29284    lowskill         tenant              white   male             45
## 29285    lowskill       relative              white female             40
## 29288   highskill       relative              white female             25
## 29293   highskill        husband              white   male             18
## 29294    midskill         tenant              white   male             37
## 29295    lowskill       depchild              white   male             40
## 29296   highskill         tenant              white female             40
## 29299 agriculture        husband              white   male             25
## 29315    clerical     single_occ              white female             50
## 29328   highskill        husband              white   male             50
## 29329   highskill        husband              white   male             40
## 29331    midskill     single_occ              black female             48
## 29334    midskill       depchild              white   male             30
## 29335    clerical     single_occ              white female             60
## 29338   highskill       depchild              black   male             20
## 29345    lowskill       depchild              white female             30
## 29347    midskill        husband              black   male             40
## 29348    lowskill        husband              black   male             40
## 29354    midskill           wife              white female             40
## 29356   highskill         tenant              white female             48
## 29394    midskill        husband Asian_Pac_Islander   male             60
## 29395    midskill        husband              black   male             40
## 29396    midskill        husband              white   male             40
## 29402   highskill        husband              white   male             40
## 29405    clerical     single_occ              white female             55
## 29406   highskill         tenant              white female             40
## 29414    lowskill        husband              white   male             40
## 29415    clerical     single_occ              white female             40
## 29419    lowskill        husband              white   male             40
## 29421   highskill        husband              black   male             38
## 29426    lowskill         tenant              black female             20
## 29433    midskill        husband              white   male             40
## 29436    midskill         tenant              white   male             50
## 29437       other       depchild              white   male             72
## 29451   highskill        husband              white   male             40
## 29452   highskill     single_occ              white female             40
## 29454 agriculture       depchild              white   male             20
## 29457    midskill       depchild              white female             40
## 29464   highskill         tenant              white   male             40
## 29466       other       depchild              white   male             25
## 29468   highskill        husband              white   male             45
## 29482    lowskill       depchild              white   male             20
## 29483   highskill     single_occ              black female             40
## 29484    clerical         tenant              white female             40
## 29492   highskill     single_occ              white female             45
## 29494 agriculture       depchild              white   male             40
## 29497   highskill         tenant Asian_Pac_Islander female             25
## 29519    midskill        husband              white   male             40
## 29524   highskill        husband              black   male             37
## 29529    lowskill       depchild              black   male             40
## 29538   highskill         tenant             native   male             40
## 29542    clerical           wife              white female             40
## 29546    clerical       depchild              white female             40
## 29552    lowskill     single_occ              black female             38
## 29554    clerical        husband Asian_Pac_Islander   male             40
## 29555   highskill        husband Asian_Pac_Islander   male             65
## 29563    lowskill        husband              white   male             40
## 29569   highskill         tenant              white   male             50
## 29570    midskill       depchild              white   male             40
## 29572    midskill        husband              white   male             42
## 29573   highskill         tenant              black   male             40
## 29574    lowskill         tenant              black female             16
## 29578    midskill         tenant              white   male             40
## 29581    midskill       relative              white   male             40
## 29582   highskill       relative              white female             40
## 29584    midskill        husband              white   male             40
## 29586   highskill        husband              white   male             38
## 29591    midskill         tenant              white   male             40
## 29592   highskill         tenant              white female             60
## 29597   highskill       depchild              white female             40
## 29598    clerical         tenant              white female             40
## 29602       other        husband              white   male             20
## 29604    midskill     single_occ              white   male             48
## 29606   highskill        husband              white   male             42
## 29615       other         tenant              white female             35
## 29616   highskill     single_occ              white   male             40
## 29630   highskill     single_occ              white female             40
## 29631    lowskill         tenant              white   male             40
## 29639   highskill        husband              white   male             45
## 29649    midskill     single_occ              white female             40
## 29651    midskill     single_occ              white   male             40
## 29657    lowskill           wife              white female             36
## 29661   highskill         tenant              white female             40
## 29662   highskill           wife              white female             40
## 29666    lowskill        husband              white   male             35
## 29674    lowskill       depchild              white female             15
## 29677   highskill     single_occ              white female             40
## 29679   highskill         tenant              white   male             40
## 29684    clerical        husband              black   male             80
## 29696   highskill         tenant              white   male             40
## 29700   highskill        husband              white   male             50
## 29712   highskill           wife              white female             40
## 29713    clerical           wife              white female             40
## 29717    midskill        husband              white   male             40
## 29718    clerical        husband              white   male             40
## 29719   highskill        husband              white   male             40
## 29720   highskill        husband              white   male             40
## 29721    lowskill       depchild              white female             40
## 29729   highskill        husband Asian_Pac_Islander   male             40
## 29731    lowskill       depchild              black female             40
## 29732    clerical       depchild              white female             35
## 29736    midskill         tenant              white   male             40
## 29737    midskill       depchild              white   male             40
## 29744    lowskill     single_occ              white female             35
## 29746    lowskill     single_occ              white female             45
## 29747    midskill       relative              white female             45
## 29748 agriculture         tenant              white   male             40
## 29755    clerical         tenant              white female             50
## 29764   highskill        husband              white   male             40
## 29767    clerical         tenant              white female             60
## 29771    clerical        husband              white   male             30
## 29778    midskill       relative Asian_Pac_Islander female             40
## 29779    lowskill        husband              white   male             40
## 29781    clerical           wife              white female             40
## 29784    clerical           wife              white female             40
## 29797    midskill        husband              white   male             40
## 29800    midskill        husband              black   male             40
## 29804   highskill         tenant              white female             45
## 29807   highskill        husband              white   male             60
## 29808       other       depchild              white female             40
## 29811    lowskill       depchild              white   male             10
## 29812   highskill        husband              white   male             40
## 29815       other     single_occ              white female             40
## 29822   highskill         tenant              white female             30
## 29829    midskill        husband              white   male             20
## 29833    midskill        husband              white   male             43
## 29834    clerical         tenant              white female             52
## 29840   highskill        husband              white   male             50
## 29842   highskill        husband              white   male             45
## 29850   highskill        husband              white   male             40
## 29857    lowskill       depchild              black female             16
## 29860   highskill        husband              white   male             40
## 29862   highskill     single_occ              white female             40
## 29864   highskill     single_occ              white   male             40
## 29868   highskill           wife              white female              2
## 29871    midskill         tenant              white female             40
## 29873   highskill        husband              white   male             50
## 29880   highskill         tenant              white female             40
## 29881    midskill        husband              white   male             50
## 29902    midskill        husband              white   male             60
## 29905 agriculture       depchild              white   male             40
## 29908   highskill        husband              white   male             45
## 29915   highskill     single_occ              black female             40
## 29916    midskill         tenant              white   male             40
## 29917   highskill     single_occ              white female             24
## 29923   highskill           wife              white female             20
## 29925 agriculture        husband              white   male             40
## 29926    midskill        husband              white   male             40
## 29931    midskill        husband              white   male             40
## 29940   highskill        husband              white   male             50
## 29941    lowskill         tenant              white female             20
## 29948 agriculture        husband              white   male             54
## 29966    midskill        husband              white   male             45
## 29967   highskill       depchild              white   male             50
## 29970    lowskill         tenant              white female             32
## 29975   highskill         tenant              black female             40
## 29983    lowskill       depchild              white female             10
## 30005    lowskill       depchild              white   male             12
## 30008   highskill           wife              black female             40
## 30013   highskill        husband              white   male             40
## 30021 agriculture        husband              white   male             50
## 30025    midskill        husband              white   male             50
## 30030    midskill        husband              white   male             40
## 30032   highskill        husband              white   male             40
## 30041   highskill         tenant              white female             20
## 30053    clerical         tenant              white female             40
## 30056   highskill        husband              white   male             40
## 30063   highskill     single_occ              black female             40
## 30066    midskill        husband              white   male             50
## 30074    lowskill       depchild              white   male             18
## 30086   highskill       depchild              white female             30
## 30094    lowskill        husband              white   male             40
## 30098    clerical        husband              black   male             40
## 30099    clerical         tenant              white female             40
## 30103       other           wife              white female             56
## 30107    clerical        husband              white   male             40
## 30115    midskill       relative              white   male             40
## 30119   highskill        husband              white   male             55
## 30122   highskill     single_occ              white female             40
## 30124 agriculture        husband              white   male             60
## 30125   highskill         tenant              white   male             45
## 30128   highskill         tenant              white   male             40
## 30129   highskill        husband              white   male             50
## 30130   highskill           wife              white female             40
## 30132   highskill         tenant              white female             35
## 30134   highskill         tenant              white   male             40
## 30147    midskill         tenant              white   male             50
## 30151    clerical       depchild              white female             35
## 30154    lowskill           wife              white female             30
## 30157       other        husband              white   male              5
## 30158   highskill           wife              white female             50
## 30161    lowskill         tenant              white   male             40
## 30163    lowskill       depchild              white   male             40
## 30165   highskill         tenant              white female             40
## 30169   highskill         tenant              black female             46
## 30172    lowskill         tenant              white female             40
## 30188    midskill     single_occ              black female             40
## 30196    midskill         tenant              white   male             40
## 30200    clerical       depchild              white   male             40
## 30202    midskill        husband              white   male             40
## 30211 agriculture        husband              white   male             40
## 30213   highskill     single_occ              white female             60
## 30214   highskill     single_occ              white female             40
## 30215   highskill     single_occ              white female             40
## 30217   highskill        husband              white   male             60
## 30227    midskill         tenant              white female             45
## 30228   highskill       relative              white female             20
## 30237    clerical         tenant              white female             25
## 30242   highskill     single_occ              black female             17
## 30258    midskill       depchild              white   male             40
## 30260    clerical        husband              black   male             52
## 30265    lowskill        husband              white   male             40
## 30266    midskill     single_occ              white   male             40
## 30273    lowskill       relative              other female             30
## 30274   highskill        husband              white   male             50
## 30278       other           wife              white female             40
## 30283    clerical         tenant              white female             25
## 30285   highskill        husband              white   male             40
## 30286    lowskill        husband              white   male             40
## 30291   highskill        husband              white   male             40
## 30305    midskill         tenant              black   male             40
## 30308   highskill       depchild              white female             22
## 30315    midskill        husband              white   male             40
## 30316   highskill           wife              white female             40
## 30323    lowskill           wife              white female             30
## 30325    midskill       depchild              white   male             30
## 30345    midskill        husband              white   male             48
## 30348   highskill        husband Asian_Pac_Islander   male             50
## 30353   highskill        husband              white   male             40
## 30360    midskill         tenant              white   male             50
## 30362    lowskill        husband              white   male             40
## 30367    midskill        husband              white   male             40
## 30375   highskill         tenant              white   male             40
## 30382   highskill         tenant              white   male             40
## 30385       other       depchild              white female             40
## 30391    lowskill        husband              black   male             45
## 30394    midskill        husband              white   male             40
## 30395    lowskill        husband              white   male             40
## 30412    lowskill        husband              white   male             20
## 30414    midskill        husband              white   male             40
## 30417    clerical         tenant              white   male             40
## 30422    midskill        husband              white   male             50
## 30438    lowskill       relative              white   male             40
## 30459    midskill        husband              white   male             40
## 30460    midskill        husband              white   male             60
## 30468   highskill        husband              white   male             40
## 30477   highskill        husband              black   male             60
## 30486   highskill        husband              white   male             60
## 30501    midskill         tenant              white   male             40
## 30514       other       depchild              white female             10
## 30519   highskill        husband              white   male             50
## 30522   highskill        husband              black   male             40
## 30529    midskill        husband              black   male             40
## 30530    clerical           wife              white female             20
## 30531   highskill         tenant              white   male             30
## 30532    lowskill       depchild              white female             30
## 30539    midskill     single_occ              white   male             40
## 30541    midskill       depchild              white   male             40
## 30543   highskill        husband              white   male             40
## 30548    lowskill       depchild              white female             15
## 30549    clerical       depchild              white   male             30
## 30551    lowskill     single_occ              white female             30
## 30553    midskill        husband              white   male             40
## 30554    clerical         tenant              white   male             50
## 30557   highskill        husband              white   male             60
## 30558   highskill         tenant              white   male             30
## 30565    clerical        husband              white   male             50
## 30571    clerical       depchild              white female             40
## 30583    midskill        husband              black   male             40
## 30586    midskill        husband              white   male             40
## 30589   highskill         tenant              white female             55
## 30600    midskill       depchild              white female             40
## 30608    midskill        husband              white   male             40
## 30612    lowskill     single_occ              black female             40
## 30614   highskill       depchild              white female             25
## 30617    clerical        husband              white   male             40
## 30620   highskill         tenant              white female             50
## 30621   highskill     single_occ              white   male             50
## 30622   highskill           wife              white female             35
## 30628    lowskill        husband              white   male             32
## 30635    lowskill       depchild              white   male             35
## 30641   highskill         tenant              white female             40
## 30651   highskill         tenant              white female             40
## 30659    lowskill     single_occ              white   male             40
## 30663   highskill        husband              white   male             45
## 30668   highskill        husband              white   male             55
## 30675   highskill        husband              white   male             40
## 30686    lowskill     single_occ              white female             30
## 30689   highskill     single_occ              white female             45
## 30692 agriculture       depchild              white   male             40
## 30701   highskill        husband              white   male             40
## 30708       other       depchild              white female             15
## 30713   highskill         tenant              white female             40
## 30715    clerical         tenant              white female             70
## 30719   highskill     single_occ              black female             40
## 30720    midskill         tenant              white   male             40
## 30725    clerical        husband              white   male             40
## 30729   highskill         tenant              white   male             40
## 30732   highskill        husband              white   male             40
## 30735    midskill        husband              white   male             40
## 30737   highskill        husband              white   male             65
## 30742    midskill        husband              white   male             40
## 30744    clerical       depchild              other female             20
## 30750    midskill        husband              white   male             40
## 30751    midskill       relative              white   male             40
## 30762    clerical         tenant              white   male             40
## 30764    lowskill       depchild              white female             35
## 30766   highskill       depchild              white female             25
## 30767 agriculture        husband              white   male             99
## 30781   highskill         tenant              white   male             40
## 30796    midskill        husband              white   male             45
## 30797   highskill     single_occ              white female             45
## 30810    clerical         tenant              white female             40
## 30817    midskill         tenant              white   male             40
## 30820    lowskill       depchild              white   male             24
## 30823       other         tenant              white female             20
## 30824   highskill         tenant              white female             40
## 30833   highskill     single_occ              white female             40
## 30834    clerical           wife Asian_Pac_Islander female             37
## 30836    midskill        husband              white   male             38
## 30845    lowskill       depchild              white female             30
## 30858    midskill        husband              white   male             40
## 30860    lowskill     single_occ              black female             40
## 30863   highskill        husband              white   male             50
## 30865   highskill        husband             native   male             38
## 30871   highskill        husband              white   male             20
## 30877    midskill         tenant              white   male             30
## 30879    clerical         tenant              white female             40
## 30884   highskill     single_occ              black female             48
## 30887    midskill        husband              white   male             40
## 30889   highskill        husband              white   male             72
## 30892   highskill       depchild              white female             40
## 30893    midskill       relative              white female             40
## 30894    lowskill       depchild              white   male              9
## 30896   highskill         tenant              white   male             40
## 30898       other       depchild              white female             12
## 30899    lowskill       depchild              white   male             45
## 30900    clerical         tenant              white female             35
## 30904    clerical         tenant              black female             37
## 30905   highskill       relative              white   male             40
## 30908    lowskill       relative              white female             25
## 30918   highskill        husband              white   male             40
## 30927    lowskill        husband              white   male             18
## 30931       other         tenant              black female             40
## 30933    clerical        husband              white   male             45
## 30940    midskill         tenant              white female             40
## 30948       other        husband              white   male             13
## 30961    midskill        husband              white   male             40
## 30977    clerical     single_occ              white female             40
## 30978       other         tenant              white   male             50
## 30979    midskill        husband              white   male             40
## 30980   highskill        husband              white   male             60
## 30990   highskill         tenant Asian_Pac_Islander female             40
## 30992 agriculture        husband              white   male             40
## 30995   highskill           wife              white female             60
## 30996   highskill        husband              white   male             60
## 30998    clerical        husband             native   male             40
## 30999    clerical           wife              white female             40
## 31001    midskill        husband              white   male             50
## 31007    midskill        husband              white   male             60
## 31012   highskill        husband              white   male             45
## 31013    midskill        husband              white   male             40
## 31033       other       depchild              white   male             40
## 31034    midskill        husband              black   male             40
## 31036    lowskill        husband              white   male             55
## 31042    midskill        husband              white   male             60
## 31043   highskill        husband              white   male             50
## 31050    lowskill         tenant              white   male             48
## 31051   highskill         tenant              white female             45
## 31057   highskill         tenant              white female             60
## 31063       other        husband              white   male             60
## 31071   highskill         tenant              white female             40
## 31073   highskill        husband              white   male             60
## 31079   highskill       depchild              white   male             20
## 31081   highskill        husband              white   male             40
## 31083   highskill        husband              white   male             40
## 31088    lowskill       depchild             native female              8
## 31089 agriculture         tenant              white   male             36
## 31092   highskill       relative              white   male             25
## 31093    lowskill        husband              white   male             40
## 31095       other       depchild              black female             40
## 31097   highskill        husband              white   male             40
## 31100   highskill        husband              white   male             40
## 31104    lowskill     single_occ              white female             40
## 31111    clerical           wife              white female             40
## 31112   highskill       depchild              black   male             55
## 31113   highskill         tenant              white   male             60
## 31117   highskill     single_occ              white female             40
## 31120    midskill         tenant              black   male             40
## 31121    clerical        husband              white   male             40
## 31125    lowskill         tenant              white female             20
## 31129   highskill        husband              white   male             35
## 31131   highskill        husband              white   male             40
## 31134    clerical       depchild              white   male             45
## 31136   highskill         tenant              white   male             40
## 31143    lowskill        husband              white   male             35
## 31155    clerical         tenant              white female              8
## 31156    midskill        husband              white   male             40
## 31162   highskill        husband              white   male             50
## 31168    midskill        husband              white   male             70
## 31174    midskill       depchild              black   male             40
## 31183    midskill        husband              white   male             40
## 31186   highskill        husband Asian_Pac_Islander   male             45
## 31192   highskill         tenant              white   male             45
## 31194       other       depchild              white female             40
## 31203    lowskill        husband              white   male             40
## 31212    midskill        husband              white   male             40
## 31217   highskill        husband              white   male             60
## 31229    midskill        husband              white   male             47
## 31238   highskill       depchild              white female             33
## 31241   highskill        husband              white   male             40
## 31250    clerical        husband              white   male             40
## 31251    clerical           wife              white female             40
## 31252   highskill         tenant              white female             15
## 31254       other        husband              white   male             35
## 31255   highskill        husband              white   male             50
## 31262    midskill     single_occ              white   male             50
## 31267   highskill        husband              white   male             43
## 31272   highskill        husband              white   male             20
## 31276    lowskill        husband              white   male             35
## 31277       other        husband              white   male             40
## 31278    midskill         tenant              white   male             50
## 31283    midskill        husband Asian_Pac_Islander   male             32
## 31286    midskill         tenant              white   male             40
## 31288   highskill        husband              white   male             50
## 31291   highskill           wife              white female              8
## 31300    lowskill         tenant              white female             40
## 31305    midskill        husband              white   male             45
## 31312   highskill        husband              white   male             60
## 31316   highskill       depchild              white female             40
## 31318   highskill         tenant              white female             40
## 31321   highskill         tenant              white female             40
## 31323    midskill        husband              white   male             50
## 31325   highskill         tenant              white female             42
## 31326    clerical       depchild              black female             38
## 31329    lowskill        husband              white   male             35
## 31330   highskill         tenant              white female             40
## 31331   highskill     single_occ              black   male             25
## 31332   highskill        husband              white   male             50
## 31333    midskill           wife Asian_Pac_Islander female             40
## 31337   highskill        husband              black   male             60
## 31343   highskill        husband              white   male             70
## 31348   highskill         tenant              white   male             40
## 31351   highskill         tenant              white   male             40
## 31353   highskill        husband              white   male             50
## 31359 agriculture        husband             native   male             40
## 31364   highskill         tenant              white female             20
## 31377    lowskill        husband              white   male             40
## 31395    midskill        husband              white   male             30
## 31404    midskill         tenant              white   male             40
## 31408   highskill         tenant              black   male             40
## 31409    clerical     single_occ              white female             40
## 31411    midskill         tenant              white   male             40
## 31412   highskill        husband              white   male             55
## 31415    clerical         tenant              white female             40
## 31416    clerical        husband              black   male             40
## 31421   highskill        husband              white   male             42
## 31428    lowskill         tenant              white female             25
## 31431   highskill        husband              white   male             45
## 31432    midskill        husband              white   male             20
## 31438    midskill        husband              white   male             40
## 31441    midskill     single_occ              black female             40
## 31446    midskill        husband              white   male             35
## 31456   highskill        husband              white   male             20
## 31459    midskill         tenant              white female             50
## 31461    lowskill       depchild              white female             25
## 31462    midskill        husband              white   male             45
## 31469   highskill        husband              black   male             40
## 31470    midskill        husband              white   male             60
## 31477    lowskill       depchild              white   male             10
## 31482   highskill        husband              white   male             40
## 31500   highskill       depchild              white   male             40
## 31505   highskill       depchild              black   male             40
## 31515   highskill         tenant              white female             42
## 31518   highskill         tenant              white   male             40
## 31519    midskill         tenant              white   male             40
## 31525   highskill        husband              white   male             40
## 31527    lowskill       depchild              white   male             40
## 31535    midskill        husband              white   male             50
## 31541       other        husband              white   male             37
## 31542   highskill         tenant              black female             40
## 31552   highskill        husband              white   male             40
## 31553    clerical       depchild              white female             40
## 31556    midskill        husband              white   male             40
## 31562   highskill        husband              white   male             40
## 31569       other       depchild              black   male             40
## 31570   highskill         tenant              white female             45
## 31572   highskill         tenant              white female             50
## 31580    midskill         tenant              white female             40
## 31587    clerical         tenant              white female             40
## 31591    clerical         tenant              white female             41
## 31592       other        husband              white   male             40
## 31594    clerical        husband              white   male             40
## 31599   highskill       depchild Asian_Pac_Islander female             40
## 31600   highskill           wife              black female             40
## 31602    midskill       depchild              white   male             40
## 31605    midskill        husband              white   male             40
## 31610   highskill        husband              white   male             40
## 31619    midskill        husband              white   male             40
## 31622       other        husband              white   male             40
## 31629   highskill        husband              white   male             40
## 31634       other           wife              white female             40
## 31635    lowskill       depchild Asian_Pac_Islander   male             25
## 31641    midskill       depchild              white   male             60
## 31646   highskill        husband              white   male             40
## 31665       other         tenant              white female             40
## 31667    lowskill         tenant              white female             40
## 31673 agriculture       relative              white   male             40
## 31677 agriculture       depchild              white   male             55
## 31678    clerical        husband              white   male             40
## 31681   highskill        husband              white   male             65
## 31695   highskill        husband              white   male             48
## 31697       other        husband              white   male             40
## 31702    midskill         tenant Asian_Pac_Islander   male             45
## 31706    midskill        husband              white   male             50
## 31715   highskill     single_occ              black female             35
## 31719   highskill         tenant              white   male             75
## 31726    clerical     single_occ              black female             40
## 31740       other         tenant              white female             30
## 31744   highskill        husband              black   male             40
## 31746   highskill         tenant              black   male             55
## 31748   highskill         tenant              white female             55
## 31756    lowskill         tenant              white   male             30
## 31757    lowskill       depchild              white female             40
## 31760    midskill         tenant              white   male             40
## 31761    midskill       depchild              white   male             40
## 31762    midskill        husband              white   male             50
## 31764   highskill        husband              white   male             50
## 31771    midskill         tenant Asian_Pac_Islander female             40
## 31795   highskill        husband              white   male             36
## 31798    midskill        husband              white   male             48
## 31801   highskill        husband              white   male             70
## 31803   highskill        husband              white   male             60
## 31806    lowskill       depchild              white   male              3
## 31808   highskill        husband              white   male             45
## 31809    clerical     single_occ              white female             48
## 31810   highskill        husband              white   male             40
## 31813    lowskill           wife              white female             52
## 31814   highskill        husband              white   male             45
## 31821    lowskill        husband              white   male             40
## 31838   highskill       depchild              white   male              3
## 31840    midskill       depchild              white   male             60
## 31846    midskill        husband              white   male             40
## 31852   highskill     single_occ              white   male             40
## 31864   highskill        husband              white   male             45
## 31867    midskill       depchild              white   male             40
## 31868    lowskill       relative              black   male             15
## 31880    clerical         tenant              white   male             38
## 31885   highskill        husband              white   male             50
## 31886       other         tenant              black   male             30
## 31890    midskill        husband              white   male             45
## 31894   highskill     single_occ              white female             20
## 31902   highskill         tenant              white female             40
## 31903    lowskill        husband              white   male             40
## 31909       other         tenant              white female             25
## 31913       other        husband              white   male             18
## 31918   highskill         tenant              white   male             35
## 31920    midskill           wife              white female             40
## 31925    clerical           wife              white female             40
## 31927    midskill         tenant              white   male             50
## 31929    midskill        husband              white   male             45
## 31932   highskill         tenant              white female             40
## 31944    midskill         tenant              white female             24
## 31948   highskill         tenant              white female             40
## 31954   highskill           wife              white female             40
## 31957    clerical       relative              white female             40
## 31958    lowskill           wife              white female             30
## 31965    midskill     single_occ              black female             40
## 31972   highskill         tenant              white   male             60
## 31976   highskill       depchild              white   male             40
## 31979    midskill        husband              white   male             52
## 31988   highskill         tenant              white   male             35
## 31990    clerical       depchild              black   male             20
## 31992 agriculture         tenant              white   male             45
## 32001    lowskill       depchild              black   male             38
## 32004   highskill        husband              white   male             25
## 32009       other     single_occ             native   male             40
## 32016    lowskill         tenant              white   male             40
## 32020   highskill         tenant              white   male             48
## 32022    midskill        husband              other   male             36
## 32024 agriculture       depchild              white   male             40
## 32025   highskill        husband              white   male             40
## 32026    midskill        husband              white   male             40
## 32028   highskill         tenant              white female             55
## 32032   highskill        husband              white   male             40
## 32044    clerical         tenant              white   male             40
## 32050   highskill        husband              white   male             40
## 32055   highskill         tenant              white   male             50
## 32056    lowskill     single_occ              black   male             30
## 32060    midskill        husband              white   male             38
## 32066    midskill        husband              white   male             40
## 32075   highskill           wife              white female             35
## 32079    clerical         tenant              white   male             40
## 32080    lowskill        husband              white   male             80
## 32083    clerical        husband              white   male             40
## 32085    midskill     single_occ              white   male             40
## 32087    midskill        husband              white   male             40
## 32089       other       relative Asian_Pac_Islander female             24
## 32090    midskill        husband              white   male             15
## 32093   highskill        husband              white   male             40
## 32107    midskill         tenant              white   male             30
## 32114    midskill        husband              white   male             40
## 32115   highskill        husband              white   male             40
## 32118    midskill        husband              white   male             40
## 32124    clerical         tenant              white   male             50
## 32126   highskill        husband              white   male             40
## 32131   highskill        husband              white   male             70
## 32134    clerical        husband              white   male             44
## 32136   highskill         tenant              white female             40
## 32137   highskill         tenant              white female             40
## 32140   highskill        husband              white   male             40
## 32142    clerical     single_occ              white female             40
## 32153   highskill       depchild              white   male             50
## 32155    midskill        husband              white   male             44
## 32159    lowskill         tenant              white   male             40
## 32161    clerical       depchild              white female             20
## 32166   highskill         tenant              white female             12
## 32167   highskill     single_occ              black female             30
## 32174   highskill        husband              white   male             60
## 32180    midskill        husband              white   male             40
## 32181   highskill       depchild              white female             30
## 32189   highskill         tenant              white female             55
## 32193    clerical         tenant              white female             65
## 32215    lowskill       relative              white   male             40
## 32216   highskill         tenant              white   male             40
## 32217    lowskill        husband              white   male             40
## 32218   highskill         tenant              white female             37
## 32225    lowskill         tenant              white female             20
## 32226    midskill        husband              white   male             45
## 32230   highskill     single_occ              black female             40
## 32234    lowskill     single_occ              white female             40
## 32239   highskill        husband              white   male             40
## 32240    clerical         tenant              white female             38
## 32243    midskill         tenant             native   male             35
## 32247 agriculture        husband              white   male             50
## 32249   highskill         tenant              white female             40
## 32251   highskill        husband              white   male             50
## 32255    lowskill        husband Asian_Pac_Islander   male             55
## 32259   highskill        husband              white   male             60
## 32262   highskill       depchild              white   male             40
## 32266    lowskill        husband              white   male             40
## 32287   highskill       depchild              black female             40
## 32288   highskill        husband              white   male             60
## 32292       other         tenant              black female             40
## 32308   highskill        husband              white   male             60
## 32310    midskill        husband              white   male             40
## 32318       other         tenant              white female              5
## 32320   highskill         tenant              white female             37
## 32321    midskill        husband              white   male             72
## 32326    lowskill       depchild              white female             37
## 32333    midskill        husband              white   male             72
## 32335 agriculture         tenant              white   male             40
## 32338   highskill         tenant Asian_Pac_Islander   male             55
## 32341   highskill         tenant              white   male             45
## 32343    midskill        husband              black   male             40
## 32352    midskill         tenant              white   male             40
## 32357    clerical       depchild              white   male             15
## 32365    midskill        husband              white   male             76
## 32374   highskill         tenant              white female             40
## 32387   highskill           wife              white female             40
## 32396    midskill         tenant              white   male             50
## 32399    lowskill       relative              white   male             30
## 32413    lowskill         tenant              black   male             40
## 32421   highskill         tenant              white female             50
## 32426    midskill           wife             native female             35
## 32428    lowskill     single_occ              white female             32
## 32431 agriculture        husband              white   male             56
## 32435    lowskill     single_occ              white female             35
## 32436    midskill        husband              white   male             40
## 32438    midskill         tenant              white   male             49
## 32440   highskill       depchild              white   male             40
## 32443    lowskill         tenant              black   male             40
## 32456   highskill        husband              white   male             50
## 32461    clerical         tenant              white female             32
## 32472    lowskill         tenant              white   male             50
## 32475    midskill        husband              white   male             52
## 32478       other       relative              black   male             40
## 32479    lowskill       depchild              white   male             40
## 32485   highskill         tenant              white female             40
## 32491       other         tenant              black   male             35
## 32502    lowskill        husband              white   male             40
## 32508   highskill        husband              white   male             40
## 32513    midskill       depchild              white   male             40
## 32518    midskill        husband              white   male             40
## 32520   highskill        husband              white   male             48
## 32522    midskill        husband              black   male             40
## 32525    midskill       relative              white female             15
## 32526       other     single_occ              white female              1
## 32535    clerical     single_occ              white female             39
## 32550    clerical       relative              white female             40
## 32558    midskill        husband              white   male             40
##       native_region income capital_gain_log capital_loss_log
## 4      NorthAmerica  <=50K         0.000000         0.000000
## 5      CentrAmerica  <=50K         0.000000         0.000000
## 8      NorthAmerica   >50K         0.000000         0.000000
## 9      NorthAmerica   >50K         9.552866         0.000000
## 11     NorthAmerica   >50K         0.000000         0.000000
## 12            SAsia   >50K         0.000000         0.000000
## 17     NorthAmerica  <=50K         0.000000         0.000000
## 19     NorthAmerica  <=50K         0.000000         0.000000
## 21     NorthAmerica   >50K         0.000000         0.000000
## 27     NorthAmerica  <=50K         0.000000         0.000000
## 33     NorthAmerica  <=50K         0.000000         7.250636
## 37     NorthAmerica  <=50K         0.000000         0.000000
## 39     CentrAmerica   >50K         0.000000         0.000000
## 46     NorthAmerica   >50K         0.000000         0.000000
## 47     NorthAmerica  <=50K         0.000000         0.000000
## 52     CentrAmerica  <=50K         0.000000         0.000000
## 55     NorthAmerica  <=50K         0.000000         0.000000
## 56     NorthAmerica   >50K         0.000000         0.000000
## 62     CentrAmerica  <=50K         0.000000         0.000000
## 66     NorthAmerica  <=50K         0.000000         0.000000
## 70     NorthAmerica  <=50K         0.000000         0.000000
## 71     NorthAmerica  <=50K         0.000000         0.000000
## 72     NorthAmerica  <=50K         0.000000         0.000000
## 78     NorthAmerica  <=50K         0.000000         0.000000
## 89     NorthAmerica  <=50K         0.000000         0.000000
## 90     NorthAmerica   >50K         0.000000         0.000000
## 93     NorthAmerica  <=50K         0.000000         0.000000
## 96     NorthAmerica  <=50K         0.000000         0.000000
## 98     NorthAmerica   >50K         0.000000         0.000000
## 99           Europe  <=50K         0.000000         0.000000
## 104    NorthAmerica  <=50K         0.000000         0.000000
## 112    NorthAmerica   >50K         0.000000         0.000000
## 114    NorthAmerica  <=50K         8.310169         0.000000
## 116    NorthAmerica  <=50K         0.000000         0.000000
## 117    NorthAmerica  <=50K         0.000000         0.000000
## 128    NorthAmerica   >50K         0.000000         0.000000
## 132    NorthAmerica  <=50K         0.000000         7.474772
## 136           SAsia   >50K         0.000000         0.000000
## 142    NorthAmerica  <=50K         0.000000         0.000000
## 143    NorthAmerica  <=50K         0.000000         0.000000
## 151    NorthAmerica  <=50K         0.000000         0.000000
## 154    NorthAmerica  <=50K         0.000000         0.000000
## 155    NorthAmerica   >50K         0.000000         0.000000
## 166    NorthAmerica  <=50K         0.000000         0.000000
## 168    NorthAmerica  <=50K         0.000000         0.000000
## 178    NorthAmerica  <=50K         0.000000         0.000000
## 190    NorthAmerica   >50K         0.000000         0.000000
## 197    NorthAmerica  <=50K         0.000000         0.000000
## 201    NorthAmerica  <=50K         0.000000         7.537430
## 205    NorthAmerica  <=50K         0.000000         0.000000
## 212    NorthAmerica   >50K         0.000000         0.000000
## 213    NorthAmerica  <=50K         0.000000         0.000000
## 223    NorthAmerica  <=50K         0.000000         7.699389
## 226    NorthAmerica  <=50K         0.000000         0.000000
## 240    NorthAmerica  <=50K         0.000000         0.000000
## 243    NorthAmerica  <=50K         0.000000         0.000000
## 245    NorthAmerica  <=50K         0.000000         7.462789
## 246    CentrAmerica  <=50K         0.000000         0.000000
## 247    NorthAmerica   >50K         0.000000         0.000000
## 255    NorthAmerica  <=50K         0.000000         0.000000
## 257    NorthAmerica  <=50K         0.000000         0.000000
## 266           EAsia   >50K         0.000000         0.000000
## 268    NorthAmerica   >50K         0.000000         0.000000
## 276    NorthAmerica  <=50K         0.000000         0.000000
## 281          Europe  <=50K         0.000000         0.000000
## 283    NorthAmerica  <=50K         0.000000         0.000000
## 288    NorthAmerica  <=50K         0.000000         0.000000
## 295    NorthAmerica  <=50K         0.000000         0.000000
## 297    NorthAmerica  <=50K         0.000000         0.000000
## 299    NorthAmerica  <=50K         0.000000         0.000000
## 306    NorthAmerica  <=50K         0.000000         0.000000
## 309    NorthAmerica   >50K         0.000000         0.000000
## 311    NorthAmerica  <=50K         0.000000         0.000000
## 314    NorthAmerica   >50K         0.000000         0.000000
## 323    NorthAmerica  <=50K         0.000000         0.000000
## 326    NorthAmerica  <=50K         0.000000         0.000000
## 333    NorthAmerica  <=50K         0.000000         0.000000
## 335    NorthAmerica  <=50K         0.000000         0.000000
## 342    NorthAmerica   >50K         8.895493         0.000000
## 343    NorthAmerica   >50K         8.895493         0.000000
## 354    NorthAmerica  <=50K         0.000000         0.000000
## 355    NorthAmerica   >50K         0.000000         0.000000
## 356    NorthAmerica   >50K         0.000000         0.000000
## 357    NorthAmerica  <=50K         0.000000         0.000000
## 360          Europe  <=50K         0.000000         0.000000
## 371    NorthAmerica  <=50K         0.000000         0.000000
## 373    NorthAmerica   >50K         0.000000         0.000000
## 375    NorthAmerica  <=50K         0.000000         0.000000
## 381    NorthAmerica  <=50K         0.000000         0.000000
## 384    NorthAmerica  <=50K         0.000000         0.000000
## 388    NorthAmerica   >50K         0.000000         7.789869
## 392    NorthAmerica  <=50K         0.000000         0.000000
## 395    NorthAmerica  <=50K         0.000000         0.000000
## 404    NorthAmerica  <=50K         0.000000         0.000000
## 408    NorthAmerica  <=50K         0.000000         0.000000
## 409    NorthAmerica   >50K         0.000000         7.543273
## 410    NorthAmerica  <=50K         0.000000         0.000000
## 418    NorthAmerica  <=50K         0.000000         0.000000
## 422    NorthAmerica  <=50K         7.685703         0.000000
## 423    NorthAmerica   >50K         0.000000         0.000000
## 432    NorthAmerica  <=50K         0.000000         0.000000
## 444    NorthAmerica   >50K         0.000000         0.000000
## 453    NorthAmerica   >50K         0.000000         0.000000
## 455    NorthAmerica   >50K         0.000000         0.000000
## 456    NorthAmerica   >50K         0.000000         0.000000
## 462    NorthAmerica  <=50K         0.000000         0.000000
## 468    NorthAmerica  <=50K         0.000000         0.000000
## 470    NorthAmerica   >50K         0.000000         0.000000
## 477    NorthAmerica  <=50K         0.000000         0.000000
## 478    NorthAmerica  <=50K         0.000000         0.000000
## 480    NorthAmerica  <=50K         0.000000         0.000000
## 496    NorthAmerica  <=50K         0.000000         0.000000
## 498    CentrAmerica  <=50K         0.000000         0.000000
## 502    NorthAmerica  <=50K         0.000000         0.000000
## 504          Europe  <=50K         0.000000         0.000000
## 508    NorthAmerica  <=50K         0.000000         0.000000
## 511    NorthAmerica  <=50K         0.000000         7.230563
## 512    NorthAmerica  <=50K         0.000000         0.000000
## 524    NorthAmerica   >50K         0.000000         0.000000
## 526    NorthAmerica  <=50K         0.000000         0.000000
## 527    NorthAmerica   >50K         0.000000         0.000000
## 530    NorthAmerica  <=50K         0.000000         0.000000
## 533    NorthAmerica  <=50K         0.000000         0.000000
## 534    NorthAmerica   >50K         0.000000         0.000000
## 535    NorthAmerica   >50K         9.906084         0.000000
## 536    NorthAmerica  <=50K         0.000000         0.000000
## 538    NorthAmerica  <=50K         0.000000         0.000000
## 542    NorthAmerica  <=50K         0.000000         0.000000
## 544    NorthAmerica  <=50K         0.000000         0.000000
## 547    NorthAmerica  <=50K         0.000000         0.000000
## 552    NorthAmerica  <=50K         0.000000         0.000000
## 553    NorthAmerica  <=50K         0.000000         0.000000
## 560    NorthAmerica  <=50K         0.000000         0.000000
## 565    NorthAmerica   >50K         0.000000         0.000000
## 576    NorthAmerica   >50K         0.000000         0.000000
## 579    NorthAmerica  <=50K         0.000000         0.000000
## 580    NorthAmerica  <=50K         0.000000         0.000000
## 583    NorthAmerica  <=50K         0.000000         0.000000
## 584    NorthAmerica  <=50K         0.000000         0.000000
## 587    NorthAmerica  <=50K         0.000000         0.000000
## 590    NorthAmerica  <=50K         0.000000         0.000000
## 594    NorthAmerica   >50K         8.947546         0.000000
## 598    NorthAmerica   >50K         0.000000         7.551187
## 603    NorthAmerica  <=50K         0.000000         0.000000
## 632    NorthAmerica  <=50K         0.000000         0.000000
## 637    NorthAmerica  <=50K         0.000000         0.000000
## 638    NorthAmerica   >50K         9.617471         0.000000
## 641    NorthAmerica  <=50K         0.000000         0.000000
## 643    NorthAmerica  <=50K         0.000000         0.000000
## 652    NorthAmerica  <=50K         8.319230         0.000000
## 653           EAsia   >50K         0.000000         0.000000
## 654    NorthAmerica  <=50K         0.000000         0.000000
## 660    NorthAmerica   >50K         0.000000         0.000000
## 670    NorthAmerica  <=50K         0.000000         7.451242
## 672    NorthAmerica  <=50K         0.000000         0.000000
## 681    NorthAmerica  <=50K         0.000000         0.000000
## 683    NorthAmerica   >50K         0.000000         0.000000
## 688    NorthAmerica  <=50K         0.000000         0.000000
## 701    NorthAmerica  <=50K         0.000000         0.000000
## 711    NorthAmerica  <=50K         0.000000         0.000000
## 723    NorthAmerica  <=50K         8.444838         0.000000
## 724    NorthAmerica   >50K         0.000000         0.000000
## 727    NorthAmerica  <=50K         0.000000         0.000000
## 728    NorthAmerica  <=50K         0.000000         0.000000
## 730    CentrAmerica   >50K         9.147081         0.000000
## 736    NorthAmerica  <=50K         7.786552         0.000000
## 747    NorthAmerica   >50K         8.947546         0.000000
## 748    NorthAmerica  <=50K         0.000000         0.000000
## 755    NorthAmerica  <=50K         0.000000         0.000000
## 764    NorthAmerica   >50K         0.000000         0.000000
## 774    NorthAmerica   >50K         0.000000         0.000000
## 781    CentrAmerica  <=50K         0.000000         0.000000
## 785    NorthAmerica   >50K         0.000000         0.000000
## 787    NorthAmerica  <=50K         0.000000         7.763446
## 788    NorthAmerica  <=50K         0.000000         0.000000
## 789    NorthAmerica  <=50K         0.000000         0.000000
## 800          Europe   >50K         0.000000         7.551187
## 802    NorthAmerica  <=50K         0.000000         7.451242
## 813    NorthAmerica  <=50K         0.000000         0.000000
## 818    NorthAmerica   >50K         0.000000         0.000000
## 826    NorthAmerica   >50K         0.000000         6.483107
## 830    NorthAmerica  <=50K         0.000000         0.000000
## 832    NorthAmerica   >50K         8.386401         0.000000
## 834    NorthAmerica  <=50K         0.000000         0.000000
## 835    NorthAmerica  <=50K         0.000000         0.000000
## 839    NorthAmerica  <=50K         0.000000         0.000000
## 842    NorthAmerica  <=50K         0.000000         0.000000
## 851    NorthAmerica   >50K         0.000000         0.000000
## 852    NorthAmerica  <=50K         0.000000         0.000000
## 853    NorthAmerica  <=50K         0.000000         0.000000
## 855    NorthAmerica   >50K         0.000000         0.000000
## 857    NorthAmerica  <=50K         0.000000         0.000000
## 860    NorthAmerica   >50K         0.000000         0.000000
## 862    NorthAmerica  <=50K         0.000000         0.000000
## 870    NorthAmerica  <=50K         0.000000         0.000000
## 871    NorthAmerica   >50K         0.000000         0.000000
## 873    NorthAmerica   >50K         9.269175         0.000000
## 881    NorthAmerica  <=50K         0.000000         0.000000
## 889    NorthAmerica  <=50K         0.000000         0.000000
## 894    NorthAmerica   >50K         8.947546         0.000000
## 895    NorthAmerica   >50K         0.000000         0.000000
## 897    NorthAmerica  <=50K         0.000000         0.000000
## 899    NorthAmerica   >50K         0.000000         0.000000
## 907    NorthAmerica  <=50K         0.000000         0.000000
## 908    NorthAmerica  <=50K         0.000000         0.000000
## 909    NorthAmerica  <=50K         0.000000         0.000000
## 910    NorthAmerica  <=50K         0.000000         0.000000
## 919    NorthAmerica  <=50K         0.000000         0.000000
## 922    NorthAmerica  <=50K         0.000000         0.000000
## 929    NorthAmerica  <=50K         0.000000         0.000000
## 939    NorthAmerica  <=50K         0.000000         0.000000
## 940    NorthAmerica   >50K         0.000000         0.000000
## 942    NorthAmerica  <=50K         0.000000         0.000000
## 944    NorthAmerica  <=50K         0.000000         0.000000
## 952    NorthAmerica   >50K         0.000000         0.000000
## 963    NorthAmerica  <=50K         0.000000         0.000000
## 964    NorthAmerica  <=50K         0.000000         0.000000
## 972    NorthAmerica  <=50K         0.000000         0.000000
## 975    NorthAmerica  <=50K         0.000000         0.000000
## 976    NorthAmerica  <=50K         0.000000         0.000000
## 978    NorthAmerica   >50K         0.000000         0.000000
## 1008   NorthAmerica   >50K         0.000000         0.000000
## 1010         Europe  <=50K         0.000000         0.000000
## 1011   NorthAmerica  <=50K         0.000000         0.000000
## 1019   NorthAmerica  <=50K         0.000000         0.000000
## 1027   CentrAmerica  <=50K         0.000000         0.000000
## 1034   NorthAmerica  <=50K         0.000000         0.000000
## 1038   NorthAmerica  <=50K         0.000000         0.000000
## 1044   NorthAmerica   >50K         8.947546         0.000000
## 1049   NorthAmerica  <=50K         0.000000         0.000000
## 1053   NorthAmerica   >50K         8.895493         0.000000
## 1056   NorthAmerica  <=50K         0.000000         0.000000
## 1065   NorthAmerica   >50K         0.000000         0.000000
## 1072   NorthAmerica   >50K         0.000000         7.551187
## 1085   NorthAmerica  <=50K         0.000000         0.000000
## 1087   NorthAmerica  <=50K         0.000000         0.000000
## 1090   NorthAmerica  <=50K         0.000000         0.000000
## 1099   NorthAmerica   >50K         0.000000         7.589842
## 1102   NorthAmerica   >50K         0.000000         0.000000
## 1107   NorthAmerica  <=50K         0.000000         0.000000
## 1110   NorthAmerica  <=50K         0.000000         0.000000
## 1114   NorthAmerica  <=50K         0.000000         0.000000
## 1117   NorthAmerica  <=50K         0.000000         0.000000
## 1118   NorthAmerica  <=50K         0.000000         0.000000
## 1120          EAsia  <=50K         0.000000         0.000000
## 1121   NorthAmerica  <=50K         0.000000         0.000000
## 1122   NorthAmerica  <=50K         8.490028         0.000000
## 1124   NorthAmerica  <=50K         0.000000         0.000000
## 1129   NorthAmerica  <=50K         0.000000         0.000000
## 1148   NorthAmerica  <=50K         0.000000         0.000000
## 1149   NorthAmerica   >50K         0.000000         0.000000
## 1151   NorthAmerica  <=50K         0.000000         0.000000
## 1158   NorthAmerica   >50K         0.000000         0.000000
## 1171   NorthAmerica  <=50K         0.000000         0.000000
## 1173   NorthAmerica   >50K         0.000000         0.000000
## 1180   NorthAmerica  <=50K         0.000000         0.000000
## 1189   NorthAmerica  <=50K         0.000000         0.000000
## 1204   NorthAmerica   >50K         0.000000         0.000000
## 1211   NorthAmerica   >50K         8.552367         0.000000
## 1214   NorthAmerica   >50K         9.617471         0.000000
## 1236   NorthAmerica  <=50K         0.000000         0.000000
## 1244   NorthAmerica   >50K         0.000000         0.000000
## 1246   NorthAmerica  <=50K         0.000000         0.000000
## 1250   NorthAmerica  <=50K         0.000000         0.000000
## 1251   NorthAmerica   >50K         9.617471         0.000000
## 1254   NorthAmerica  <=50K         0.000000         0.000000
## 1264   NorthAmerica  <=50K         0.000000         0.000000
## 1269   NorthAmerica  <=50K         0.000000         0.000000
## 1271   NorthAmerica  <=50K         0.000000         0.000000
## 1276   NorthAmerica   >50K         0.000000         0.000000
## 1280   NorthAmerica  <=50K         0.000000         0.000000
## 1281   NorthAmerica  <=50K         0.000000         7.537430
## 1282          EAsia   >50K         0.000000         0.000000
## 1285   NorthAmerica   >50K         8.552367         0.000000
## 1288   NorthAmerica  <=50K         0.000000         0.000000
## 1292   CentrAmerica  <=50K         0.000000         0.000000
## 1293   NorthAmerica  <=50K         0.000000         0.000000
## 1295   NorthAmerica  <=50K         0.000000         0.000000
## 1302          EAsia  <=50K         0.000000         0.000000
## 1306   NorthAmerica   >50K         0.000000         0.000000
## 1307   NorthAmerica  <=50K         0.000000         0.000000
## 1311   NorthAmerica  <=50K         0.000000         0.000000
## 1316   NorthAmerica  <=50K         0.000000         0.000000
## 1320   NorthAmerica   >50K         0.000000         0.000000
## 1324   NorthAmerica   >50K         0.000000         0.000000
## 1335   NorthAmerica   >50K         0.000000         0.000000
## 1341   NorthAmerica  <=50K         0.000000         0.000000
## 1344   NorthAmerica  <=50K         0.000000         0.000000
## 1350   NorthAmerica  <=50K         8.135054         0.000000
## 1353   NorthAmerica  <=50K         0.000000         0.000000
## 1356   NorthAmerica   >50K         0.000000         7.522400
## 1359   NorthAmerica  <=50K         0.000000         0.000000
## 1361   NorthAmerica  <=50K         0.000000         0.000000
## 1363   NorthAmerica  <=50K         0.000000         0.000000
## 1366   NorthAmerica  <=50K         0.000000         0.000000
## 1367   NorthAmerica  <=50K         0.000000         0.000000
## 1369          EAsia   >50K        11.512925         0.000000
## 1370   NorthAmerica  <=50K         0.000000         0.000000
## 1376   NorthAmerica  <=50K         0.000000         0.000000
## 1381   NorthAmerica  <=50K         0.000000         0.000000
## 1386   NorthAmerica  <=50K         0.000000         0.000000
## 1392   CentrAmerica   >50K         0.000000         7.543273
## 1396   NorthAmerica   >50K         0.000000         0.000000
## 1397   NorthAmerica  <=50K         8.519989         0.000000
## 1401   NorthAmerica  <=50K         0.000000         0.000000
## 1408   NorthAmerica   >50K         0.000000         0.000000
## 1409   NorthAmerica  <=50K         0.000000         0.000000
## 1410   NorthAmerica  <=50K         0.000000         0.000000
## 1415   NorthAmerica  <=50K         0.000000         0.000000
## 1421   NorthAmerica  <=50K         0.000000         0.000000
## 1428   NorthAmerica  <=50K         8.135054         0.000000
## 1430   NorthAmerica   >50K         0.000000         7.543273
## 1433   NorthAmerica   >50K         0.000000         0.000000
## 1435   NorthAmerica  <=50K         0.000000         0.000000
## 1443   NorthAmerica   >50K         0.000000         0.000000
## 1444   NorthAmerica  <=50K         0.000000         0.000000
## 1449   NorthAmerica   >50K         0.000000         0.000000
## 1457   NorthAmerica  <=50K         8.109526         0.000000
## 1459   NorthAmerica  <=50K         0.000000         0.000000
## 1467   NorthAmerica  <=50K         0.000000         7.626570
## 1471   NorthAmerica   >50K         0.000000         0.000000
## 1472   NorthAmerica  <=50K         0.000000         0.000000
## 1491   NorthAmerica  <=50K         0.000000         0.000000
## 1505   NorthAmerica  <=50K         0.000000         0.000000
## 1506   NorthAmerica  <=50K         0.000000         0.000000
## 1507   NorthAmerica  <=50K         0.000000         0.000000
## 1509   NorthAmerica  <=50K         0.000000         0.000000
## 1514   NorthAmerica  <=50K         0.000000         0.000000
## 1516          EAsia  <=50K         0.000000         0.000000
## 1518   NorthAmerica  <=50K         7.967627         0.000000
## 1520   NorthAmerica  <=50K         0.000000         0.000000
## 1522   NorthAmerica  <=50K         0.000000         0.000000
## 1537   NorthAmerica  <=50K         0.000000         0.000000
## 1541   NorthAmerica  <=50K         0.000000         0.000000
## 1544   NorthAmerica  <=50K         0.000000         0.000000
## 1545   NorthAmerica  <=50K         0.000000         0.000000
## 1548   NorthAmerica  <=50K         0.000000         0.000000
## 1549   NorthAmerica   >50K         0.000000         7.543273
## 1562   NorthAmerica  <=50K         0.000000         0.000000
## 1563   NorthAmerica   >50K        10.131619         0.000000
## 1565   NorthAmerica  <=50K         0.000000         0.000000
## 1574   NorthAmerica  <=50K         0.000000         0.000000
## 1577   NorthAmerica  <=50K         0.000000         0.000000
## 1579   NorthAmerica  <=50K         0.000000         0.000000
## 1584   NorthAmerica   >50K         9.261129         0.000000
## 1587         Europe  <=50K         0.000000         0.000000
## 1592   NorthAmerica  <=50K         0.000000         0.000000
## 1597   NorthAmerica  <=50K         0.000000         0.000000
## 1605   NorthAmerica  <=50K         0.000000         0.000000
## 1608   NorthAmerica  <=50K         0.000000         0.000000
## 1615   NorthAmerica  <=50K         0.000000         0.000000
## 1616   NorthAmerica   >50K         0.000000         0.000000
## 1620   NorthAmerica  <=50K         0.000000         0.000000
## 1623          EAsia  <=50K         0.000000         0.000000
## 1624   NorthAmerica  <=50K         0.000000         0.000000
## 1631   NorthAmerica  <=50K         7.786552         0.000000
## 1632   NorthAmerica  <=50K         0.000000         0.000000
## 1636   NorthAmerica   >50K         0.000000         0.000000
## 1640   NorthAmerica   >50K         8.552367         0.000000
## 1641   NorthAmerica  <=50K         0.000000         0.000000
## 1647   NorthAmerica  <=50K         0.000000         0.000000
## 1648   NorthAmerica  <=50K         0.000000         0.000000
## 1652   NorthAmerica  <=50K         0.000000         0.000000
## 1656         Europe   >50K         9.617471         0.000000
## 1663   NorthAmerica  <=50K         0.000000         0.000000
## 1665   NorthAmerica  <=50K         0.000000         0.000000
## 1673   NorthAmerica  <=50K         7.993620         0.000000
## 1678   NorthAmerica  <=50K         0.000000         0.000000
## 1681   NorthAmerica  <=50K         0.000000         0.000000
## 1687   NorthAmerica  <=50K         0.000000         0.000000
## 1688   NorthAmerica   >50K         0.000000         7.543273
## 1689   NorthAmerica  <=50K         0.000000         0.000000
## 1692   NorthAmerica  <=50K         6.962243         0.000000
## 1721   NorthAmerica  <=50K         0.000000         0.000000
## 1724   NorthAmerica   >50K         0.000000         0.000000
## 1726   NorthAmerica  <=50K         0.000000         0.000000
## 1729   NorthAmerica   >50K         0.000000         0.000000
## 1734   NorthAmerica  <=50K         0.000000         0.000000
## 1755   NorthAmerica   >50K         0.000000         0.000000
## 1767   NorthAmerica  <=50K         0.000000         0.000000
## 1768   NorthAmerica  <=50K         0.000000         0.000000
## 1780   NorthAmerica   >50K         8.947546         0.000000
## 1784   NorthAmerica   >50K         0.000000         0.000000
## 1792   NorthAmerica  <=50K         0.000000         0.000000
## 1796   NorthAmerica   >50K         8.040447         0.000000
## 1800   NorthAmerica  <=50K         0.000000         0.000000
## 1801   NorthAmerica  <=50K         0.000000         0.000000
## 1805   NorthAmerica  <=50K         7.684784         0.000000
## 1816   NorthAmerica  <=50K         0.000000         0.000000
## 1817   NorthAmerica  <=50K         0.000000         7.551187
## 1825   NorthAmerica   >50K         0.000000         0.000000
## 1830   NorthAmerica  <=50K         0.000000         0.000000
## 1831   NorthAmerica  <=50K         0.000000         0.000000
## 1837   NorthAmerica  <=50K         0.000000         0.000000
## 1841   NorthAmerica  <=50K         0.000000         0.000000
## 1847   NorthAmerica  <=50K         0.000000         0.000000
## 1848    USTerritory  <=50K         0.000000         0.000000
## 1851   NorthAmerica  <=50K         0.000000         0.000000
## 1852   NorthAmerica  <=50K         0.000000         0.000000
## 1855   NorthAmerica  <=50K         0.000000         0.000000
## 1862   NorthAmerica  <=50K         0.000000         0.000000
## 1865   NorthAmerica   >50K         0.000000         0.000000
## 1868   NorthAmerica  <=50K         0.000000         0.000000
## 1885   NorthAmerica  <=50K         0.000000         0.000000
## 1889         Europe  <=50K         0.000000         0.000000
## 1897   NorthAmerica  <=50K         0.000000         0.000000
## 1898   NorthAmerica  <=50K         0.000000         0.000000
## 1899   NorthAmerica  <=50K         0.000000         0.000000
## 1900   NorthAmerica  <=50K         0.000000         0.000000
## 1904   NorthAmerica  <=50K         0.000000         0.000000
## 1908   NorthAmerica  <=50K         0.000000         0.000000
## 1909   NorthAmerica  <=50K         0.000000         0.000000
## 1918   NorthAmerica  <=50K         0.000000         0.000000
## 1926   NorthAmerica   >50K         0.000000         0.000000
## 1933          EAsia  <=50K         0.000000         0.000000
## 1934   NorthAmerica   >50K         0.000000         0.000000
## 1943   NorthAmerica  <=50K         0.000000         0.000000
## 1950   NorthAmerica   >50K         0.000000         0.000000
## 1952   NorthAmerica  <=50K         0.000000         0.000000
## 1959   NorthAmerica  <=50K         0.000000         0.000000
## 1964   NorthAmerica   >50K         0.000000         0.000000
## 1965   NorthAmerica  <=50K         0.000000         0.000000
## 1980   NorthAmerica  <=50K         0.000000         0.000000
## 1983   NorthAmerica  <=50K         0.000000         0.000000
## 1986   NorthAmerica  <=50K         0.000000         0.000000
## 1988   NorthAmerica  <=50K         0.000000         0.000000
## 1990   NorthAmerica  <=50K         0.000000         0.000000
## 1993   NorthAmerica   >50K         0.000000         0.000000
## 1997   NorthAmerica   >50K         0.000000         0.000000
## 2001   NorthAmerica  <=50K         0.000000         0.000000
## 2007   CentrAmerica  <=50K         0.000000         0.000000
## 2020   NorthAmerica  <=50K         0.000000         0.000000
## 2028   NorthAmerica  <=50K         0.000000         0.000000
## 2042   NorthAmerica  <=50K         0.000000         0.000000
## 2050   NorthAmerica  <=50K         0.000000         0.000000
## 2053   NorthAmerica  <=50K         0.000000         0.000000
## 2055   NorthAmerica  <=50K         0.000000         0.000000
## 2057   NorthAmerica   >50K         9.061260         0.000000
## 2059   NorthAmerica  <=50K         0.000000         0.000000
## 2077   NorthAmerica  <=50K         0.000000         0.000000
## 2085   CentrAmerica  <=50K         0.000000         0.000000
## 2092   NorthAmerica  <=50K         0.000000         0.000000
## 2097          EAsia  <=50K         0.000000         0.000000
## 2109   NorthAmerica  <=50K         0.000000         0.000000
## 2117   NorthAmerica  <=50K         0.000000         7.420579
## 2118   NorthAmerica  <=50K         0.000000         0.000000
## 2121   NorthAmerica  <=50K         0.000000         0.000000
## 2128   NorthAmerica  <=50K         0.000000         0.000000
## 2138    USTerritory  <=50K         0.000000         0.000000
## 2155   NorthAmerica  <=50K         0.000000         0.000000
## 2161   NorthAmerica   >50K         8.895493         0.000000
## 2162   NorthAmerica  <=50K         0.000000         0.000000
## 2184   NorthAmerica  <=50K         0.000000         0.000000
## 2194   NorthAmerica  <=50K         0.000000         0.000000
## 2196   NorthAmerica  <=50K         0.000000         0.000000
## 2200   NorthAmerica  <=50K         0.000000         0.000000
## 2201   NorthAmerica  <=50K         8.819961         0.000000
## 2209   SouthAmerica  <=50K         0.000000         0.000000
## 2216   NorthAmerica   >50K         0.000000         0.000000
## 2219   NorthAmerica  <=50K         0.000000         0.000000
## 2223   NorthAmerica  <=50K         0.000000         0.000000
## 2225   NorthAmerica  <=50K         0.000000         0.000000
## 2227   NorthAmerica  <=50K         0.000000         0.000000
## 2240   NorthAmerica  <=50K         0.000000         0.000000
## 2246   NorthAmerica   >50K         0.000000         0.000000
## 2264   NorthAmerica  <=50K         0.000000         0.000000
## 2270   NorthAmerica  <=50K         0.000000         0.000000
## 2272   NorthAmerica  <=50K         0.000000         0.000000
## 2287          EAsia   >50K         0.000000         0.000000
## 2288   NorthAmerica   >50K         0.000000         0.000000
## 2289   CentrAmerica  <=50K         0.000000         0.000000
## 2295   NorthAmerica  <=50K         0.000000         0.000000
## 2297   NorthAmerica  <=50K         0.000000         0.000000
## 2302   NorthAmerica  <=50K         0.000000         0.000000
## 2307   NorthAmerica  <=50K         0.000000         0.000000
## 2309   NorthAmerica   >50K         8.947546         0.000000
## 2314   NorthAmerica  <=50K         0.000000         0.000000
## 2318   NorthAmerica  <=50K         0.000000         0.000000
## 2319   NorthAmerica   >50K         0.000000         0.000000
## 2323   NorthAmerica  <=50K         0.000000         0.000000
## 2333   NorthAmerica   >50K         8.947546         0.000000
## 2334   NorthAmerica  <=50K         0.000000         0.000000
## 2342   NorthAmerica  <=50K         0.000000         0.000000
## 2347   NorthAmerica  <=50K         0.000000         0.000000
## 2349   NorthAmerica   >50K         0.000000         0.000000
## 2352   NorthAmerica   >50K         9.571157         0.000000
## 2363   NorthAmerica   >50K         8.895493         0.000000
## 2368   NorthAmerica   >50K         8.473868         0.000000
## 2375         Europe  <=50K         0.000000         0.000000
## 2378         Europe   >50K         0.000000         0.000000
## 2382   NorthAmerica  <=50K         0.000000         0.000000
## 2389   NorthAmerica  <=50K         0.000000         0.000000
## 2398   NorthAmerica  <=50K         0.000000         0.000000
## 2400   NorthAmerica  <=50K         0.000000         0.000000
## 2401   NorthAmerica  <=50K         0.000000         0.000000
## 2405   NorthAmerica  <=50K         8.051341         0.000000
## 2407   NorthAmerica   >50K         0.000000         0.000000
## 2415   NorthAmerica   >50K         0.000000         7.843064
## 2430   NorthAmerica  <=50K         0.000000         0.000000
## 2434   NorthAmerica   >50K         0.000000         0.000000
## 2445   NorthAmerica  <=50K         0.000000         0.000000
## 2450   NorthAmerica  <=50K         0.000000         0.000000
## 2452   NorthAmerica  <=50K         0.000000         0.000000
## 2454   NorthAmerica  <=50K         0.000000         0.000000
## 2455   NorthAmerica  <=50K         0.000000         0.000000
## 2456   NorthAmerica  <=50K         0.000000         0.000000
## 2458   NorthAmerica  <=50K         0.000000         0.000000
## 2461   NorthAmerica   >50K         8.386401         0.000000
## 2465   NorthAmerica  <=50K         0.000000         0.000000
## 2479   NorthAmerica  <=50K         8.247744         0.000000
## 2488   NorthAmerica  <=50K         0.000000         0.000000
## 2491   NorthAmerica  <=50K         0.000000         0.000000
## 2498   NorthAmerica   >50K         0.000000         0.000000
## 2509   NorthAmerica   >50K         0.000000         0.000000
## 2511   NorthAmerica  <=50K         0.000000         0.000000
## 2513   CentrAmerica   >50K         0.000000         0.000000
## 2516   NorthAmerica  <=50K         0.000000         0.000000
## 2525   NorthAmerica  <=50K         0.000000         0.000000
## 2540   NorthAmerica  <=50K         0.000000         0.000000
## 2543   NorthAmerica  <=50K         0.000000         0.000000
## 2546   NorthAmerica  <=50K         0.000000         0.000000
## 2548   NorthAmerica  <=50K         0.000000         0.000000
## 2554   NorthAmerica  <=50K         0.000000         0.000000
## 2555   NorthAmerica  <=50K         0.000000         0.000000
## 2561   NorthAmerica   >50K         0.000000         0.000000
## 2566   NorthAmerica  <=50K         0.000000         0.000000
## 2568   NorthAmerica  <=50K         0.000000         0.000000
## 2569   NorthAmerica  <=50K         0.000000         0.000000
## 2572   NorthAmerica  <=50K         0.000000         0.000000
## 2577   NorthAmerica   >50K         0.000000         0.000000
## 2580   NorthAmerica  <=50K         0.000000         0.000000
## 2590   NorthAmerica   >50K         0.000000         0.000000
## 2592   CentrAmerica  <=50K         0.000000         0.000000
## 2602   NorthAmerica  <=50K         0.000000         0.000000
## 2608   NorthAmerica   >50K         0.000000         7.589842
## 2617   NorthAmerica  <=50K         0.000000         0.000000
## 2620   NorthAmerica  <=50K         0.000000         0.000000
## 2626   NorthAmerica  <=50K         0.000000         0.000000
## 2627   NorthAmerica   >50K         8.895493         0.000000
## 2637   NorthAmerica  <=50K         0.000000         0.000000
## 2647   CentrAmerica  <=50K         0.000000         0.000000
## 2651   NorthAmerica  <=50K         0.000000         0.000000
## 2658   NorthAmerica  <=50K         0.000000         0.000000
## 2661   NorthAmerica   >50K         0.000000         0.000000
## 2663   NorthAmerica  <=50K         0.000000         0.000000
## 2669   CentrAmerica  <=50K         0.000000         0.000000
## 2670   NorthAmerica   >50K         0.000000         0.000000
## 2674   NorthAmerica  <=50K         0.000000         0.000000
## 2680   NorthAmerica  <=50K         0.000000         0.000000
## 2689   NorthAmerica  <=50K         0.000000         0.000000
## 2691   NorthAmerica  <=50K         0.000000         0.000000
## 2693   NorthAmerica  <=50K         0.000000         0.000000
## 2694   NorthAmerica  <=50K         0.000000         0.000000
## 2704   NorthAmerica  <=50K         0.000000         0.000000
## 2706   NorthAmerica  <=50K         0.000000         0.000000
## 2715   NorthAmerica  <=50K         0.000000         0.000000
## 2716   NorthAmerica  <=50K         0.000000         0.000000
## 2717   NorthAmerica   >50K         0.000000         0.000000
## 2722   NorthAmerica   >50K         0.000000         0.000000
## 2725   NorthAmerica   >50K         8.504108         0.000000
## 2734   NorthAmerica  <=50K         0.000000         0.000000
## 2747   NorthAmerica  <=50K         6.388561         0.000000
## 2748   NorthAmerica  <=50K         0.000000         0.000000
## 2749   NorthAmerica  <=50K         0.000000         0.000000
## 2757   NorthAmerica   >50K         0.000000         7.589842
## 2762   NorthAmerica  <=50K         0.000000         0.000000
## 2765   NorthAmerica  <=50K         0.000000         0.000000
## 2767   NorthAmerica  <=50K         0.000000         0.000000
## 2772   NorthAmerica  <=50K         0.000000         0.000000
## 2775   NorthAmerica   >50K         0.000000         0.000000
## 2779   NorthAmerica  <=50K         0.000000         0.000000
## 2792   NorthAmerica  <=50K         0.000000         0.000000
## 2794   NorthAmerica  <=50K         0.000000         0.000000
## 2795   CentrAmerica  <=50K         0.000000         0.000000
## 2798   NorthAmerica  <=50K         0.000000         0.000000
## 2801   NorthAmerica   >50K         0.000000         0.000000
## 2812   NorthAmerica  <=50K         0.000000         0.000000
## 2813   NorthAmerica  <=50K         8.519989         0.000000
## 2814   NorthAmerica  <=50K         0.000000         7.698936
## 2818   NorthAmerica   >50K         0.000000         0.000000
## 2829   NorthAmerica   >50K         0.000000         0.000000
## 2830   NorthAmerica   >50K         0.000000         0.000000
## 2834   NorthAmerica   >50K         0.000000         7.589842
## 2835          EAsia  <=50K         0.000000         0.000000
## 2836   NorthAmerica  <=50K         0.000000         0.000000
## 2848   NorthAmerica  <=50K         0.000000         0.000000
## 2859   NorthAmerica  <=50K         0.000000         0.000000
## 2862   CentrAmerica  <=50K         0.000000         0.000000
## 2865   NorthAmerica  <=50K         0.000000         0.000000
## 2866   NorthAmerica  <=50K         0.000000         0.000000
## 2869   NorthAmerica  <=50K         0.000000         0.000000
## 2874   NorthAmerica  <=50K         0.000000         0.000000
## 2880   NorthAmerica  <=50K         0.000000         0.000000
## 2882   NorthAmerica  <=50K         0.000000         0.000000
## 2889   NorthAmerica  <=50K         0.000000         0.000000
## 2894   NorthAmerica  <=50K         0.000000         0.000000
## 2895   NorthAmerica   >50K         0.000000         0.000000
## 2907   NorthAmerica  <=50K         7.631917         0.000000
## 2908   NorthAmerica  <=50K         0.000000         7.037906
## 2909   NorthAmerica  <=50K         0.000000         0.000000
## 2913   NorthAmerica  <=50K         0.000000         0.000000
## 2921   NorthAmerica  <=50K         0.000000         0.000000
## 2924   NorthAmerica  <=50K         0.000000         0.000000
## 2928   NorthAmerica  <=50K         0.000000         0.000000
## 2953   NorthAmerica  <=50K         0.000000         0.000000
## 2964   NorthAmerica  <=50K         0.000000         0.000000
## 2969   NorthAmerica   >50K         0.000000         0.000000
## 2975   NorthAmerica  <=50K         0.000000         0.000000
## 2980   NorthAmerica  <=50K         0.000000         0.000000
## 2986   NorthAmerica  <=50K         0.000000         0.000000
## 2989   NorthAmerica  <=50K         0.000000         0.000000
## 2993   SouthAmerica  <=50K         0.000000         0.000000
## 2999   NorthAmerica  <=50K         7.948032         0.000000
## 3002   NorthAmerica  <=50K         0.000000         0.000000
## 3010   NorthAmerica  <=50K         0.000000         0.000000
## 3019   NorthAmerica  <=50K         0.000000         0.000000
## 3021   NorthAmerica   >50K         0.000000         0.000000
## 3023   NorthAmerica   >50K         0.000000         0.000000
## 3026         Europe  <=50K         0.000000         0.000000
## 3031   NorthAmerica  <=50K         0.000000         0.000000
## 3033   NorthAmerica   >50K         0.000000         0.000000
## 3036   NorthAmerica   >50K         0.000000         0.000000
## 3042   NorthAmerica  <=50K         0.000000         0.000000
## 3047   NorthAmerica  <=50K         0.000000         0.000000
## 3049   NorthAmerica  <=50K         0.000000         0.000000
## 3052   NorthAmerica  <=50K         0.000000         0.000000
## 3055   NorthAmerica  <=50K         0.000000         0.000000
## 3057   NorthAmerica   >50K         0.000000         0.000000
## 3059   NorthAmerica  <=50K         0.000000         0.000000
## 3062   NorthAmerica  <=50K         0.000000         0.000000
## 3065          EAsia   >50K         0.000000         0.000000
## 3069   NorthAmerica  <=50K         0.000000         0.000000
## 3073   NorthAmerica  <=50K         0.000000         0.000000
## 3074   NorthAmerica  <=50K         0.000000         0.000000
## 3086   NorthAmerica  <=50K         0.000000         7.722678
## 3089   NorthAmerica  <=50K         0.000000         0.000000
## 3092   NorthAmerica   >50K         0.000000         7.589842
## 3095   NorthAmerica  <=50K         0.000000         0.000000
## 3097   NorthAmerica  <=50K         0.000000         0.000000
## 3103   NorthAmerica  <=50K         0.000000         0.000000
## 3105   NorthAmerica  <=50K         0.000000         0.000000
## 3106   NorthAmerica   >50K        11.512925         0.000000
## 3107   NorthAmerica   >50K         0.000000         7.589842
## 3110   NorthAmerica  <=50K         0.000000         0.000000
## 3111   NorthAmerica  <=50K         0.000000         0.000000
## 3112   NorthAmerica   >50K         0.000000         0.000000
## 3114   NorthAmerica   >50K         9.617471         0.000000
## 3122   NorthAmerica  <=50K         0.000000         0.000000
## 3126   NorthAmerica   >50K         0.000000         7.589842
## 3129   NorthAmerica  <=50K         0.000000         0.000000
## 3133   NorthAmerica  <=50K         0.000000         0.000000
## 3148   NorthAmerica  <=50K         0.000000         0.000000
## 3152   NorthAmerica  <=50K         0.000000         0.000000
## 3155   NorthAmerica   >50K         0.000000         0.000000
## 3168   NorthAmerica   >50K         0.000000         0.000000
## 3169   NorthAmerica   >50K         0.000000         0.000000
## 3185   NorthAmerica   >50K         0.000000         0.000000
## 3186   NorthAmerica   >50K         0.000000         0.000000
## 3202   CentrAmerica  <=50K         0.000000         0.000000
## 3204   NorthAmerica  <=50K         0.000000         0.000000
## 3218   NorthAmerica   >50K         0.000000         0.000000
## 3222   NorthAmerica  <=50K         0.000000         7.602401
## 3230   NorthAmerica  <=50K         0.000000         0.000000
## 3233   CentrAmerica  <=50K         0.000000         0.000000
## 3240          EAsia  <=50K         0.000000         0.000000
## 3249   NorthAmerica  <=50K         0.000000         0.000000
## 3250   NorthAmerica   >50K         0.000000         7.543273
## 3267   NorthAmerica  <=50K         0.000000         0.000000
## 3274   NorthAmerica   >50K         0.000000         0.000000
## 3276   NorthAmerica  <=50K         0.000000         0.000000
## 3282   NorthAmerica   >50K         0.000000         0.000000
## 3283   NorthAmerica  <=50K         0.000000         0.000000
## 3289   NorthAmerica  <=50K         0.000000         0.000000
## 3294   NorthAmerica  <=50K         0.000000         0.000000
## 3296   NorthAmerica  <=50K         0.000000         0.000000
## 3297   NorthAmerica  <=50K         0.000000         0.000000
## 3298   NorthAmerica   >50K         0.000000         0.000000
## 3311   NorthAmerica  <=50K         0.000000         0.000000
## 3319   NorthAmerica  <=50K         0.000000         0.000000
## 3324   NorthAmerica  <=50K         0.000000         0.000000
## 3326   NorthAmerica  <=50K         0.000000         0.000000
## 3347   NorthAmerica  <=50K         0.000000         0.000000
## 3351   NorthAmerica  <=50K         0.000000         0.000000
## 3358   CentrAmerica  <=50K         8.109526         0.000000
## 3365   NorthAmerica  <=50K         0.000000         0.000000
## 3378   NorthAmerica  <=50K         0.000000         0.000000
## 3382   NorthAmerica   >50K         0.000000         0.000000
## 3395   NorthAmerica  <=50K         0.000000         0.000000
## 3401   NorthAmerica  <=50K         0.000000         0.000000
## 3406   NorthAmerica  <=50K         0.000000         0.000000
## 3419   NorthAmerica   >50K         8.947546         0.000000
## 3421   NorthAmerica  <=50K         0.000000         0.000000
## 3423   NorthAmerica  <=50K         0.000000         0.000000
## 3425   NorthAmerica  <=50K         0.000000         0.000000
## 3433   NorthAmerica  <=50K         0.000000         0.000000
## 3435   NorthAmerica  <=50K         0.000000         0.000000
## 3443   NorthAmerica   >50K         0.000000         0.000000
## 3444   NorthAmerica  <=50K         0.000000         0.000000
## 3457   NorthAmerica  <=50K         0.000000         0.000000
## 3461   NorthAmerica   >50K         0.000000         0.000000
## 3464   NorthAmerica  <=50K         0.000000         0.000000
## 3470   NorthAmerica  <=50K         0.000000         0.000000
## 3482         Europe  <=50K         0.000000         0.000000
## 3483   NorthAmerica  <=50K         0.000000         0.000000
## 3489   NorthAmerica  <=50K         0.000000         7.420579
## 3495   NorthAmerica   >50K         0.000000         0.000000
## 3498   NorthAmerica   >50K         0.000000         0.000000
## 3503   NorthAmerica   >50K         8.552367         0.000000
## 3507   NorthAmerica  <=50K         0.000000         0.000000
## 3514   NorthAmerica   >50K         0.000000         0.000000
## 3516   NorthAmerica   >50K         0.000000         0.000000
## 3518   NorthAmerica   >50K         0.000000         0.000000
## 3524   NorthAmerica   >50K         9.617471         0.000000
## 3532   NorthAmerica  <=50K         0.000000         0.000000
## 3538   NorthAmerica  <=50K         0.000000         0.000000
## 3543   NorthAmerica  <=50K         0.000000         0.000000
## 3551   NorthAmerica  <=50K         0.000000         0.000000
## 3556   NorthAmerica  <=50K         0.000000         0.000000
## 3560   NorthAmerica   >50K         9.261129         0.000000
## 3562   NorthAmerica   >50K         9.617471         0.000000
## 3570   NorthAmerica  <=50K         0.000000         0.000000
## 3572   NorthAmerica  <=50K         0.000000         0.000000
## 3573   NorthAmerica  <=50K         6.962243         0.000000
## 3575   NorthAmerica   >50K         0.000000         7.774015
## 3577   NorthAmerica  <=50K         0.000000         0.000000
## 3588   NorthAmerica  <=50K         0.000000         0.000000
## 3595   NorthAmerica   >50K         8.947546         0.000000
## 3608   NorthAmerica  <=50K         0.000000         0.000000
## 3610   NorthAmerica  <=50K         0.000000         0.000000
## 3611   NorthAmerica  <=50K         0.000000         0.000000
## 3646   NorthAmerica  <=50K         6.962243         0.000000
## 3650   NorthAmerica  <=50K         0.000000         0.000000
## 3657   NorthAmerica  <=50K         0.000000         0.000000
## 3662   NorthAmerica  <=50K         0.000000         0.000000
## 3663   NorthAmerica  <=50K         0.000000         0.000000
## 3669   NorthAmerica  <=50K         0.000000         0.000000
## 3675   NorthAmerica   >50K         0.000000         0.000000
## 3678   NorthAmerica   >50K         0.000000         0.000000
## 3685   NorthAmerica  <=50K         0.000000         0.000000
## 3692   NorthAmerica  <=50K         0.000000         7.422374
## 3693   NorthAmerica   >50K         0.000000         0.000000
## 3696   NorthAmerica  <=50K         0.000000         0.000000
## 3699   NorthAmerica   >50K         0.000000         0.000000
## 3701   NorthAmerica   >50K         0.000000         0.000000
## 3702   NorthAmerica  <=50K         0.000000         0.000000
## 3707   NorthAmerica  <=50K         0.000000         0.000000
## 3711   NorthAmerica  <=50K         8.393216         0.000000
## 3712   NorthAmerica  <=50K         0.000000         0.000000
## 3718   NorthAmerica  <=50K         0.000000         0.000000
## 3727   NorthAmerica   >50K         0.000000         0.000000
## 3728   NorthAmerica   >50K         0.000000         0.000000
## 3734   NorthAmerica   >50K         0.000000         0.000000
## 3736   NorthAmerica  <=50K         0.000000         0.000000
## 3740   NorthAmerica  <=50K         0.000000         0.000000
## 3741   NorthAmerica   >50K         0.000000         0.000000
## 3748   NorthAmerica  <=50K         0.000000         0.000000
## 3749   NorthAmerica  <=50K         0.000000         0.000000
## 3750   NorthAmerica   >50K         0.000000         0.000000
## 3753   NorthAmerica  <=50K         0.000000         0.000000
## 3755   NorthAmerica   >50K         0.000000         0.000000
## 3757   NorthAmerica  <=50K         0.000000         0.000000
## 3767   NorthAmerica  <=50K         0.000000         0.000000
## 3768   NorthAmerica  <=50K         0.000000         0.000000
## 3780   NorthAmerica   >50K         0.000000         0.000000
## 3782   NorthAmerica  <=50K         0.000000         0.000000
## 3793   NorthAmerica  <=50K         0.000000         0.000000
## 3795   NorthAmerica  <=50K         8.109526         0.000000
## 3799   CentrAmerica  <=50K         0.000000         0.000000
## 3804   NorthAmerica  <=50K         0.000000         0.000000
## 3823   NorthAmerica  <=50K         0.000000         0.000000
## 3825   NorthAmerica  <=50K         0.000000         0.000000
## 3834   NorthAmerica  <=50K         0.000000         0.000000
## 3837   NorthAmerica   >50K        11.512925         0.000000
## 3840   NorthAmerica  <=50K         0.000000         0.000000
## 3841   NorthAmerica  <=50K         0.000000         0.000000
## 3848   NorthAmerica   >50K         0.000000         0.000000
## 3850   NorthAmerica  <=50K         0.000000         0.000000
## 3866   NorthAmerica   >50K         0.000000         0.000000
## 3873   NorthAmerica  <=50K         8.051341         0.000000
## 3875   NorthAmerica  <=50K         0.000000         0.000000
## 3876   NorthAmerica  <=50K         0.000000         0.000000
## 3881   NorthAmerica   >50K         0.000000         0.000000
## 3882   NorthAmerica  <=50K         0.000000         0.000000
## 3887   NorthAmerica   >50K         0.000000         0.000000
## 3888   NorthAmerica   >50K         0.000000         0.000000
## 3896   NorthAmerica   >50K         0.000000         0.000000
## 3901   NorthAmerica   >50K         0.000000         7.551187
## 3910          EAsia   >50K         0.000000         0.000000
## 3912   NorthAmerica   >50K         0.000000         0.000000
## 3913   NorthAmerica  <=50K         8.519989         0.000000
## 3915   NorthAmerica  <=50K         0.000000         0.000000
## 3919   NorthAmerica  <=50K         0.000000         0.000000
## 3924         Europe  <=50K         0.000000         0.000000
## 3929   NorthAmerica  <=50K         0.000000         0.000000
## 3935   NorthAmerica  <=50K         0.000000         0.000000
## 3939   NorthAmerica  <=50K         0.000000         0.000000
## 3941   NorthAmerica  <=50K         0.000000         0.000000
## 3946   NorthAmerica   >50K         0.000000         0.000000
## 3952   NorthAmerica  <=50K         0.000000         7.462789
## 3954   NorthAmerica  <=50K         0.000000         0.000000
## 3956    USTerritory  <=50K         0.000000         0.000000
## 3958   NorthAmerica  <=50K         0.000000         0.000000
## 3969   NorthAmerica  <=50K         0.000000         7.602401
## 3970   NorthAmerica  <=50K         0.000000         0.000000
## 3971   NorthAmerica  <=50K         0.000000         0.000000
## 3979   NorthAmerica  <=50K         0.000000         0.000000
## 3983         Europe  <=50K         0.000000         0.000000
## 3985   NorthAmerica  <=50K         0.000000         0.000000
## 3988          EAsia  <=50K         0.000000         0.000000
## 3993   NorthAmerica   >50K         0.000000         0.000000
## 3996   NorthAmerica  <=50K         0.000000         0.000000
## 4001   NorthAmerica  <=50K         0.000000         0.000000
## 4010   NorthAmerica  <=50K         0.000000         0.000000
## 4023   NorthAmerica  <=50K         0.000000         0.000000
## 4033   NorthAmerica   >50K         0.000000         0.000000
## 4043         Europe   >50K         0.000000         0.000000
## 4053   NorthAmerica  <=50K         0.000000         0.000000
## 4061   NorthAmerica   >50K         0.000000         0.000000
## 4063   NorthAmerica  <=50K         0.000000         0.000000
## 4065   NorthAmerica  <=50K         0.000000         0.000000
## 4066   NorthAmerica  <=50K         0.000000         0.000000
## 4080   NorthAmerica  <=50K         8.310169         0.000000
## 4082   NorthAmerica  <=50K         0.000000         0.000000
## 4093   NorthAmerica  <=50K         0.000000         0.000000
## 4099   NorthAmerica  <=50K         0.000000         0.000000
## 4100   NorthAmerica  <=50K         0.000000         0.000000
## 4108   CentrAmerica  <=50K         0.000000         0.000000
## 4114   NorthAmerica  <=50K         0.000000         0.000000
## 4129   NorthAmerica  <=50K         0.000000         0.000000
## 4145   NorthAmerica  <=50K         0.000000         0.000000
## 4146          SAsia   >50K         0.000000         0.000000
## 4149   NorthAmerica  <=50K         0.000000         0.000000
## 4150   NorthAmerica  <=50K         0.000000         0.000000
## 4154   NorthAmerica  <=50K         8.109526         0.000000
## 4157   CentrAmerica  <=50K         0.000000         0.000000
## 4173   CentrAmerica   >50K         0.000000         7.551187
## 4176   NorthAmerica  <=50K         0.000000         0.000000
## 4180   NorthAmerica  <=50K         0.000000         0.000000
## 4184   NorthAmerica  <=50K         0.000000         0.000000
## 4186   NorthAmerica  <=50K         0.000000         0.000000
## 4188   NorthAmerica  <=50K         0.000000         0.000000
## 4196   NorthAmerica  <=50K         0.000000         0.000000
## 4198   CentrAmerica  <=50K         0.000000         0.000000
## 4200   NorthAmerica  <=50K         0.000000         0.000000
## 4203   NorthAmerica  <=50K         0.000000         0.000000
## 4209   NorthAmerica   >50K         0.000000         0.000000
## 4219   CentrAmerica  <=50K         0.000000         0.000000
## 4237   NorthAmerica  <=50K         8.503500         0.000000
## 4239   NorthAmerica   >50K         0.000000         0.000000
## 4240   NorthAmerica  <=50K         0.000000         0.000000
## 4245   CentrAmerica  <=50K         0.000000         0.000000
## 4247   NorthAmerica   >50K         0.000000         0.000000
## 4251   NorthAmerica  <=50K         0.000000         0.000000
## 4254   NorthAmerica  <=50K         0.000000         0.000000
## 4256   NorthAmerica   >50K         0.000000         0.000000
## 4263          EAsia  <=50K         0.000000         0.000000
## 4264   NorthAmerica  <=50K         0.000000         0.000000
## 4271   NorthAmerica  <=50K         0.000000         0.000000
## 4283   NorthAmerica  <=50K         0.000000         0.000000
## 4286   NorthAmerica   >50K         0.000000         7.543273
## 4292   NorthAmerica  <=50K         0.000000         0.000000
## 4294   NorthAmerica  <=50K         0.000000         0.000000
## 4301   NorthAmerica  <=50K         0.000000         0.000000
## 4313   NorthAmerica   >50K         0.000000         0.000000
## 4318   NorthAmerica  <=50K         0.000000         0.000000
## 4321   NorthAmerica  <=50K         0.000000         0.000000
## 4328   NorthAmerica   >50K         0.000000         0.000000
## 4330   NorthAmerica   >50K         0.000000         0.000000
## 4331   NorthAmerica   >50K         0.000000         0.000000
## 4333   NorthAmerica  <=50K         0.000000         0.000000
## 4343   NorthAmerica  <=50K         0.000000         0.000000
## 4344   NorthAmerica   >50K         8.947546         0.000000
## 4361   NorthAmerica  <=50K         0.000000         0.000000
## 4367   NorthAmerica   >50K         0.000000         0.000000
## 4372   NorthAmerica  <=50K         0.000000         0.000000
## 4376   NorthAmerica  <=50K         0.000000         0.000000
## 4378   NorthAmerica  <=50K         0.000000         0.000000
## 4380   NorthAmerica  <=50K         0.000000         0.000000
## 4386   NorthAmerica  <=50K         0.000000         0.000000
## 4387   NorthAmerica  <=50K         0.000000         0.000000
## 4388   NorthAmerica  <=50K         0.000000         0.000000
## 4390   NorthAmerica   >50K        11.512925         0.000000
## 4396   NorthAmerica  <=50K         0.000000         0.000000
## 4405   NorthAmerica   >50K         0.000000         0.000000
## 4409   NorthAmerica  <=50K         0.000000         0.000000
## 4411   NorthAmerica  <=50K         0.000000         0.000000
## 4412   NorthAmerica   >50K         0.000000         0.000000
## 4413   NorthAmerica  <=50K         0.000000         0.000000
## 4419   NorthAmerica  <=50K         0.000000         0.000000
## 4423   NorthAmerica  <=50K         0.000000         0.000000
## 4430   NorthAmerica  <=50K         0.000000         0.000000
## 4434          SAsia   >50K         0.000000         0.000000
## 4435   NorthAmerica  <=50K         0.000000         0.000000
## 4436   NorthAmerica  <=50K         0.000000         0.000000
## 4438   NorthAmerica   >50K         0.000000         0.000000
## 4447   NorthAmerica  <=50K         0.000000         0.000000
## 4450   NorthAmerica  <=50K         0.000000         0.000000
## 4451   NorthAmerica  <=50K         0.000000         0.000000
## 4453   NorthAmerica  <=50K         0.000000         0.000000
## 4457   NorthAmerica  <=50K         0.000000         0.000000
## 4461   NorthAmerica  <=50K         0.000000         0.000000
## 4466   NorthAmerica   >50K         0.000000         7.589842
## 4475   NorthAmerica   >50K         0.000000         0.000000
## 4481          SAsia  <=50K         0.000000         0.000000
## 4483   NorthAmerica  <=50K         0.000000         0.000000
## 4485   NorthAmerica  <=50K         0.000000         0.000000
## 4488   NorthAmerica  <=50K         0.000000         0.000000
## 4510   NorthAmerica  <=50K         0.000000         0.000000
## 4524          SAsia  <=50K         0.000000         0.000000
## 4528   NorthAmerica  <=50K         0.000000         0.000000
## 4539          EAsia  <=50K         0.000000         0.000000
## 4542   NorthAmerica  <=50K         0.000000         0.000000
## 4543   NorthAmerica  <=50K         0.000000         0.000000
## 4550   NorthAmerica   >50K         9.617471         0.000000
## 4552   NorthAmerica  <=50K         0.000000         0.000000
## 4553   NorthAmerica  <=50K         0.000000         0.000000
## 4556   NorthAmerica   >50K         8.947546         0.000000
## 4557   NorthAmerica  <=50K         0.000000         0.000000
## 4559   NorthAmerica  <=50K         0.000000         0.000000
## 4560   NorthAmerica   >50K         0.000000         7.789869
## 4561   NorthAmerica  <=50K         0.000000         0.000000
## 4568   NorthAmerica  <=50K         0.000000         0.000000
## 4573   NorthAmerica  <=50K         0.000000         0.000000
## 4574   NorthAmerica  <=50K         0.000000         0.000000
## 4580   NorthAmerica  <=50K         0.000000         0.000000
## 4584   NorthAmerica  <=50K         0.000000         0.000000
## 4599          EAsia  <=50K         0.000000         0.000000
## 4605   NorthAmerica  <=50K         0.000000         0.000000
## 4606   NorthAmerica  <=50K         0.000000         0.000000
## 4611          EAsia  <=50K         0.000000         0.000000
## 4615   NorthAmerica  <=50K         0.000000         0.000000
## 4623   NorthAmerica   >50K         0.000000         0.000000
## 4627   NorthAmerica  <=50K         0.000000         0.000000
## 4628   NorthAmerica  <=50K         0.000000         0.000000
## 4631   NorthAmerica  <=50K         0.000000         0.000000
## 4632   NorthAmerica  <=50K         0.000000         0.000000
## 4640   CentrAmerica   >50K         9.552866         0.000000
## 4641   NorthAmerica  <=50K         0.000000         0.000000
## 4642   NorthAmerica   >50K         9.617471         0.000000
## 4645   NorthAmerica  <=50K         0.000000         0.000000
## 4647   NorthAmerica  <=50K         0.000000         0.000000
## 4651   NorthAmerica  <=50K         0.000000         0.000000
## 4652   NorthAmerica  <=50K         0.000000         0.000000
## 4653   NorthAmerica  <=50K         0.000000         0.000000
## 4658   NorthAmerica   >50K         0.000000         0.000000
## 4660   NorthAmerica   >50K         8.895493         0.000000
## 4662   NorthAmerica   >50K         0.000000         0.000000
## 4663   NorthAmerica  <=50K         0.000000         0.000000
## 4664   NorthAmerica  <=50K         0.000000         0.000000
## 4669   NorthAmerica  <=50K         0.000000         0.000000
## 4670   NorthAmerica   >50K         0.000000         0.000000
## 4675   NorthAmerica  <=50K         0.000000         0.000000
## 4676   NorthAmerica   >50K         0.000000         0.000000
## 4688   NorthAmerica  <=50K         0.000000         0.000000
## 4692   NorthAmerica  <=50K         0.000000         0.000000
## 4698   CentrAmerica  <=50K         0.000000         0.000000
## 4699   NorthAmerica  <=50K         0.000000         0.000000
## 4711   NorthAmerica  <=50K         0.000000         0.000000
## 4714   NorthAmerica  <=50K         0.000000         0.000000
## 4723   CentrAmerica  <=50K         0.000000         0.000000
## 4729   NorthAmerica  <=50K         0.000000         0.000000
## 4734   NorthAmerica  <=50K         0.000000         0.000000
## 4741   NorthAmerica   >50K         0.000000         0.000000
## 4743   NorthAmerica   >50K         0.000000         7.543273
## 4745   NorthAmerica  <=50K         8.444838         0.000000
## 4746   NorthAmerica  <=50K         0.000000         0.000000
## 4748   NorthAmerica   >50K         0.000000         0.000000
## 4750   NorthAmerica  <=50K         0.000000         0.000000
## 4762   NorthAmerica   >50K         0.000000         0.000000
## 4775   NorthAmerica  <=50K         0.000000         0.000000
## 4776   NorthAmerica  <=50K         0.000000         0.000000
## 4777   NorthAmerica   >50K         0.000000         0.000000
## 4779   NorthAmerica  <=50K         0.000000         0.000000
## 4780   NorthAmerica  <=50K         0.000000         0.000000
## 4782   NorthAmerica  <=50K         0.000000         0.000000
## 4794   NorthAmerica   >50K         0.000000         0.000000
## 4796   NorthAmerica  <=50K         0.000000         0.000000
## 4797   NorthAmerica  <=50K         0.000000         0.000000
## 4810   NorthAmerica  <=50K         0.000000         0.000000
## 4813   NorthAmerica   >50K         0.000000         0.000000
## 4815   NorthAmerica  <=50K         0.000000         0.000000
## 4817   NorthAmerica   >50K         0.000000         0.000000
## 4818   NorthAmerica  <=50K         0.000000         0.000000
## 4819   NorthAmerica  <=50K         0.000000         0.000000
## 4826   NorthAmerica   >50K         0.000000         0.000000
## 4830   NorthAmerica  <=50K         0.000000         0.000000
## 4832   NorthAmerica  <=50K         0.000000         0.000000
## 4833   NorthAmerica   >50K         0.000000         0.000000
## 4837   NorthAmerica   >50K         0.000000         0.000000
## 4843   NorthAmerica  <=50K         0.000000         0.000000
## 4851   NorthAmerica   >50K         0.000000         0.000000
## 4861   NorthAmerica  <=50K         0.000000         0.000000
## 4862   CentrAmerica  <=50K         0.000000         0.000000
## 4880   NorthAmerica  <=50K         0.000000         0.000000
## 4885   NorthAmerica  <=50K         0.000000         0.000000
## 4887   NorthAmerica  <=50K         0.000000         0.000000
## 4896   NorthAmerica  <=50K         0.000000         0.000000
## 4900   NorthAmerica  <=50K         0.000000         7.537430
## 4901   NorthAmerica   >50K         0.000000         0.000000
## 4921   NorthAmerica  <=50K         0.000000         0.000000
## 4922   NorthAmerica  <=50K         7.786552         0.000000
## 4924   NorthAmerica   >50K         0.000000         0.000000
## 4928   NorthAmerica  <=50K         0.000000         0.000000
## 4939   NorthAmerica  <=50K         0.000000         7.462215
## 4940   NorthAmerica  <=50K         0.000000         0.000000
## 4941   NorthAmerica   >50K         0.000000         0.000000
## 4942   NorthAmerica   >50K         0.000000         0.000000
## 4944   NorthAmerica   >50K         0.000000         0.000000
## 4953   NorthAmerica   >50K         0.000000         0.000000
## 4957   NorthAmerica  <=50K         0.000000         0.000000
## 4968   NorthAmerica   >50K         0.000000         7.551187
## 4971   NorthAmerica   >50K         0.000000         0.000000
## 4972   NorthAmerica  <=50K         0.000000         0.000000
## 4976   NorthAmerica  <=50K         0.000000         0.000000
## 4977   NorthAmerica   >50K         0.000000         0.000000
## 4979   NorthAmerica   >50K         9.061260         0.000000
## 4983   NorthAmerica  <=50K         0.000000         0.000000
## 4991   NorthAmerica  <=50K         0.000000         0.000000
## 4993   NorthAmerica  <=50K         0.000000         0.000000
## 4997   NorthAmerica   >50K         0.000000         0.000000
## 5011   NorthAmerica  <=50K         0.000000         0.000000
## 5017   NorthAmerica  <=50K         0.000000         0.000000
## 5019   NorthAmerica  <=50K         0.000000         0.000000
## 5023   NorthAmerica  <=50K         0.000000         0.000000
## 5028   NorthAmerica   >50K         0.000000         0.000000
## 5029   NorthAmerica  <=50K         0.000000         0.000000
## 5032   NorthAmerica   >50K         0.000000         0.000000
## 5035   NorthAmerica  <=50K         0.000000         0.000000
## 5039   NorthAmerica  <=50K         0.000000         0.000000
## 5042   NorthAmerica  <=50K         0.000000         0.000000
## 5044   NorthAmerica  <=50K         0.000000         0.000000
## 5046   NorthAmerica   >50K         0.000000         0.000000
## 5047   NorthAmerica  <=50K         0.000000         0.000000
## 5052   NorthAmerica   >50K         8.895493         0.000000
## 5056   NorthAmerica  <=50K         0.000000         0.000000
## 5061   NorthAmerica  <=50K         0.000000         0.000000
## 5063   NorthAmerica   >50K         0.000000         0.000000
## 5070   NorthAmerica   >50K         0.000000         0.000000
## 5096   NorthAmerica  <=50K         0.000000         0.000000
## 5106   NorthAmerica  <=50K         0.000000         0.000000
## 5135   NorthAmerica  <=50K         0.000000         0.000000
## 5145   NorthAmerica  <=50K         0.000000         7.395722
## 5151   NorthAmerica   >50K         8.386401         0.000000
## 5155   NorthAmerica  <=50K         0.000000         0.000000
## 5157   NorthAmerica  <=50K         0.000000         0.000000
## 5166   NorthAmerica  <=50K         0.000000         0.000000
## 5169   NorthAmerica  <=50K         0.000000         0.000000
## 5170   NorthAmerica   >50K         8.947546         0.000000
## 5175   NorthAmerica  <=50K         0.000000         0.000000
## 5180   NorthAmerica   >50K         0.000000         0.000000
## 5181   CentrAmerica  <=50K         7.317876         0.000000
## 5188   NorthAmerica  <=50K         0.000000         0.000000
## 5190   NorthAmerica  <=50K         8.135054         0.000000
## 5193   NorthAmerica   >50K         9.617471         0.000000
## 5195   CentrAmerica   >50K         0.000000         0.000000
## 5197          EAsia   >50K         0.000000         0.000000
## 5214   NorthAmerica  <=50K         0.000000         0.000000
## 5227   NorthAmerica  <=50K         0.000000         0.000000
## 5259   NorthAmerica  <=50K         0.000000         0.000000
## 5265   NorthAmerica   >50K         0.000000         0.000000
## 5266   NorthAmerica  <=50K         0.000000         0.000000
## 5275   NorthAmerica   >50K         0.000000         0.000000
## 5276   NorthAmerica   >50K         0.000000         0.000000
## 5298   NorthAmerica  <=50K         0.000000         0.000000
## 5299   NorthAmerica  <=50K         0.000000         7.462215
## 5308   NorthAmerica  <=50K         0.000000         0.000000
## 5311   NorthAmerica  <=50K         0.000000         0.000000
## 5313   NorthAmerica  <=50K         0.000000         0.000000
## 5314   NorthAmerica  <=50K         0.000000         0.000000
## 5318   NorthAmerica  <=50K         0.000000         0.000000
## 5326   NorthAmerica  <=50K         0.000000         0.000000
## 5328   NorthAmerica   >50K         0.000000         0.000000
## 5332   CentrAmerica  <=50K         0.000000         0.000000
## 5339   NorthAmerica  <=50K         0.000000         0.000000
## 5341   NorthAmerica  <=50K         0.000000         0.000000
## 5350   NorthAmerica   >50K         0.000000         0.000000
## 5357   NorthAmerica  <=50K         0.000000         0.000000
## 5358   NorthAmerica  <=50K         0.000000         0.000000
## 5360   NorthAmerica  <=50K         0.000000         0.000000
## 5366   NorthAmerica  <=50K         0.000000         0.000000
## 5373   NorthAmerica  <=50K         0.000000         0.000000
## 5375   CentrAmerica   >50K         0.000000         0.000000
## 5379   NorthAmerica  <=50K         0.000000         0.000000
## 5390   NorthAmerica  <=50K         0.000000         0.000000
## 5399   NorthAmerica  <=50K         0.000000         0.000000
## 5407   NorthAmerica   >50K         0.000000         0.000000
## 5410   NorthAmerica  <=50K         0.000000         0.000000
## 5413   NorthAmerica  <=50K         0.000000         0.000000
## 5418   NorthAmerica  <=50K         0.000000         7.520235
## 5422   NorthAmerica  <=50K         0.000000         0.000000
## 5424   NorthAmerica  <=50K         0.000000         0.000000
## 5425   SouthAmerica  <=50K         0.000000         0.000000
## 5426   NorthAmerica   >50K         0.000000         7.589842
## 5430   NorthAmerica   >50K         9.514216         0.000000
## 5431   NorthAmerica  <=50K         0.000000         0.000000
## 5441   NorthAmerica  <=50K         0.000000         0.000000
## 5442         Europe  <=50K         0.000000         0.000000
## 5444   NorthAmerica  <=50K         0.000000         0.000000
## 5446   NorthAmerica  <=50K         0.000000         0.000000
## 5451   CentrAmerica  <=50K         0.000000         0.000000
## 5452   NorthAmerica  <=50K         0.000000         0.000000
## 5455   NorthAmerica  <=50K         0.000000         0.000000
## 5457   NorthAmerica   >50K         0.000000         0.000000
## 5474   NorthAmerica   >50K        11.512925         0.000000
## 5481   NorthAmerica   >50K         9.617471         0.000000
## 5488   NorthAmerica   >50K         0.000000         0.000000
## 5491   NorthAmerica   >50K         0.000000         0.000000
## 5493         Europe  <=50K         0.000000         0.000000
## 5498   NorthAmerica   >50K         0.000000         0.000000
## 5507   NorthAmerica  <=50K         0.000000         0.000000
## 5509   NorthAmerica  <=50K         0.000000         0.000000
## 5518   NorthAmerica  <=50K         0.000000         0.000000
## 5519   NorthAmerica   >50K         0.000000         0.000000
## 5521   NorthAmerica  <=50K         0.000000         0.000000
## 5525   NorthAmerica  <=50K         0.000000         0.000000
## 5538   NorthAmerica   >50K         0.000000         0.000000
## 5542   NorthAmerica  <=50K         0.000000         0.000000
## 5543   NorthAmerica   >50K         0.000000         0.000000
## 5546   NorthAmerica  <=50K         0.000000         0.000000
## 5549   NorthAmerica  <=50K         0.000000         0.000000
## 5551   NorthAmerica  <=50K         0.000000         0.000000
## 5554   NorthAmerica  <=50K         0.000000         0.000000
## 5555   NorthAmerica  <=50K         0.000000         0.000000
## 5563   NorthAmerica  <=50K         0.000000         0.000000
## 5566   NorthAmerica  <=50K         0.000000         0.000000
## 5574   NorthAmerica  <=50K         0.000000         0.000000
## 5575   NorthAmerica   >50K         0.000000         0.000000
## 5581   NorthAmerica   >50K         0.000000         0.000000
## 5588   NorthAmerica  <=50K         0.000000         0.000000
## 5591   NorthAmerica  <=50K         0.000000         0.000000
## 5602   NorthAmerica   >50K         0.000000         0.000000
## 5606   NorthAmerica  <=50K         0.000000         0.000000
## 5610   NorthAmerica  <=50K         0.000000         0.000000
## 5614   NorthAmerica  <=50K         0.000000         0.000000
## 5616   NorthAmerica  <=50K         0.000000         0.000000
## 5617   NorthAmerica  <=50K         0.000000         0.000000
## 5622   NorthAmerica  <=50K         7.684784         0.000000
## 5633   NorthAmerica  <=50K         0.000000         0.000000
## 5639   NorthAmerica  <=50K         0.000000         0.000000
## 5647   NorthAmerica  <=50K         0.000000         0.000000
## 5658   NorthAmerica   >50K         0.000000         0.000000
## 5662   NorthAmerica  <=50K         0.000000         7.379632
## 5665    USTerritory  <=50K         0.000000         0.000000
## 5672   NorthAmerica  <=50K         0.000000         0.000000
## 5673   NorthAmerica   >50K         0.000000         0.000000
## 5677   NorthAmerica  <=50K         0.000000         0.000000
## 5679   NorthAmerica  <=50K         0.000000         0.000000
## 5684   CentrAmerica  <=50K         0.000000         0.000000
## 5687   NorthAmerica  <=50K         0.000000         6.698268
## 5689   NorthAmerica   >50K         0.000000         0.000000
## 5691   NorthAmerica  <=50K         0.000000         0.000000
## 5694   NorthAmerica  <=50K         0.000000         0.000000
## 5695   NorthAmerica   >50K         0.000000         0.000000
## 5696   NorthAmerica  <=50K         0.000000         0.000000
## 5700   NorthAmerica  <=50K         0.000000         0.000000
## 5709   NorthAmerica   >50K         0.000000         0.000000
## 5716   NorthAmerica  <=50K         0.000000         0.000000
## 5723   NorthAmerica  <=50K         0.000000         0.000000
## 5724   NorthAmerica  <=50K         0.000000         0.000000
## 5726   NorthAmerica  <=50K         0.000000         0.000000
## 5728   NorthAmerica   >50K         9.571157         0.000000
## 5729   NorthAmerica   >50K         0.000000         0.000000
## 5730   NorthAmerica  <=50K         0.000000         0.000000
## 5733   NorthAmerica  <=50K         0.000000         0.000000
## 5734   NorthAmerica  <=50K         0.000000         0.000000
## 5736   NorthAmerica  <=50K         0.000000         0.000000
## 5738   NorthAmerica  <=50K         0.000000         0.000000
## 5740   NorthAmerica  <=50K         0.000000         0.000000
## 5756   NorthAmerica   >50K         0.000000         0.000000
## 5761   NorthAmerica  <=50K         0.000000         0.000000
## 5764   NorthAmerica  <=50K         0.000000         0.000000
## 5766   NorthAmerica  <=50K         8.310169         0.000000
## 5772          EAsia   >50K         0.000000         0.000000
## 5773   NorthAmerica  <=50K         0.000000         0.000000
## 5776   NorthAmerica  <=50K         0.000000         0.000000
## 5779   NorthAmerica  <=50K         0.000000         0.000000
## 5792   NorthAmerica   >50K         0.000000         0.000000
## 5796   NorthAmerica  <=50K         0.000000         0.000000
## 5806   NorthAmerica  <=50K         0.000000         0.000000
## 5812   NorthAmerica  <=50K         0.000000         0.000000
## 5813   CentrAmerica  <=50K         0.000000         0.000000
## 5814   NorthAmerica   >50K         0.000000         0.000000
## 5826   NorthAmerica  <=50K         0.000000         0.000000
## 5829   NorthAmerica  <=50K         0.000000         0.000000
## 5835   CentrAmerica  <=50K         0.000000         0.000000
## 5843   CentrAmerica  <=50K         0.000000         0.000000
## 5854   NorthAmerica  <=50K         0.000000         0.000000
## 5868   NorthAmerica   >50K         0.000000         0.000000
## 5884         Europe  <=50K         0.000000         0.000000
## 5885   NorthAmerica  <=50K         7.049255         0.000000
## 5886   NorthAmerica  <=50K         0.000000         0.000000
## 5889   NorthAmerica  <=50K         0.000000         0.000000
## 5895   NorthAmerica  <=50K         8.519989         0.000000
## 5907   NorthAmerica  <=50K         0.000000         0.000000
## 5914   NorthAmerica  <=50K         0.000000         0.000000
## 5926   NorthAmerica   >50K         0.000000         0.000000
## 5932   NorthAmerica   >50K         0.000000         0.000000
## 5934   NorthAmerica  <=50K         0.000000         0.000000
## 5937   NorthAmerica   >50K         9.552866         0.000000
## 5939   NorthAmerica  <=50K         0.000000         0.000000
## 5954   NorthAmerica  <=50K         0.000000         0.000000
## 5976   NorthAmerica  <=50K         0.000000         0.000000
## 5978   NorthAmerica   >50K         0.000000         0.000000
## 5985   NorthAmerica  <=50K         0.000000         0.000000
## 5989   NorthAmerica  <=50K         0.000000         0.000000
## 5999   NorthAmerica  <=50K         0.000000         0.000000
## 6002   NorthAmerica  <=50K         0.000000         0.000000
## 6006   CentrAmerica   >50K         0.000000         0.000000
## 6009   NorthAmerica   >50K         8.895493         0.000000
## 6010   NorthAmerica  <=50K         0.000000         0.000000
## 6011   NorthAmerica   >50K         0.000000         0.000000
## 6013   NorthAmerica  <=50K         0.000000         0.000000
## 6016   NorthAmerica  <=50K         7.753624         0.000000
## 6017   NorthAmerica   >50K         9.147081         0.000000
## 6021   NorthAmerica   >50K         0.000000         0.000000
## 6022   NorthAmerica  <=50K         0.000000         0.000000
## 6027   NorthAmerica  <=50K         0.000000         0.000000
## 6033   NorthAmerica   >50K         9.061260         0.000000
## 6041   NorthAmerica  <=50K         0.000000         0.000000
## 6042   NorthAmerica  <=50K         0.000000         0.000000
## 6053   NorthAmerica  <=50K         0.000000         0.000000
## 6071   NorthAmerica  <=50K         0.000000         0.000000
## 6073   NorthAmerica  <=50K         0.000000         0.000000
## 6081   NorthAmerica  <=50K         0.000000         0.000000
## 6091   NorthAmerica  <=50K         0.000000         0.000000
## 6094   NorthAmerica  <=50K         0.000000         0.000000
## 6101   NorthAmerica  <=50K         0.000000         0.000000
## 6106   NorthAmerica   >50K         0.000000         0.000000
## 6108   NorthAmerica  <=50K         0.000000         0.000000
## 6113   NorthAmerica   >50K         0.000000         0.000000
## 6126          EAsia  <=50K         0.000000         7.722678
## 6127   NorthAmerica  <=50K         0.000000         0.000000
## 6143   NorthAmerica  <=50K         0.000000         0.000000
## 6154   NorthAmerica  <=50K         0.000000         0.000000
## 6157   NorthAmerica  <=50K         0.000000         0.000000
## 6158   NorthAmerica  <=50K         0.000000         0.000000
## 6163   NorthAmerica  <=50K         0.000000         0.000000
## 6167   NorthAmerica  <=50K         0.000000         0.000000
## 6169   NorthAmerica  <=50K         0.000000         0.000000
## 6170   NorthAmerica  <=50K         0.000000         0.000000
## 6175   NorthAmerica  <=50K         0.000000         0.000000
## 6176          EAsia  <=50K         0.000000         0.000000
## 6185   NorthAmerica   >50K         0.000000         0.000000
## 6190   NorthAmerica  <=50K         0.000000         0.000000
## 6198   NorthAmerica   >50K         0.000000         0.000000
## 6200   NorthAmerica   >50K         0.000000         0.000000
## 6203   NorthAmerica  <=50K         0.000000         0.000000
## 6206   NorthAmerica   >50K         0.000000         0.000000
## 6207   NorthAmerica  <=50K         0.000000         0.000000
## 6209   NorthAmerica   >50K         9.061260         0.000000
## 6213   CentrAmerica   >50K         0.000000         0.000000
## 6215   NorthAmerica  <=50K         0.000000         0.000000
## 6217   NorthAmerica   >50K         0.000000         0.000000
## 6219   NorthAmerica  <=50K         0.000000         0.000000
## 6220          SAsia  <=50K         0.000000         0.000000
## 6227   NorthAmerica  <=50K         0.000000         0.000000
## 6229   NorthAmerica  <=50K         0.000000         0.000000
## 6231   NorthAmerica  <=50K         0.000000         0.000000
## 6237   NorthAmerica   >50K         0.000000         7.543273
## 6248   NorthAmerica  <=50K         0.000000         0.000000
## 6252   NorthAmerica  <=50K         0.000000         0.000000
## 6253   NorthAmerica  <=50K         0.000000         0.000000
## 6260   NorthAmerica  <=50K         0.000000         0.000000
## 6267   NorthAmerica  <=50K         0.000000         0.000000
## 6278   NorthAmerica  <=50K         0.000000         0.000000
## 6283   NorthAmerica  <=50K         0.000000         0.000000
## 6285   NorthAmerica  <=50K         0.000000         0.000000
## 6292   NorthAmerica   >50K         8.895493         0.000000
## 6296          SAsia   >50K         9.617471         0.000000
## 6301   NorthAmerica  <=50K         0.000000         0.000000
## 6304   NorthAmerica   >50K         0.000000         7.551187
## 6307   NorthAmerica  <=50K         0.000000         0.000000
## 6325   NorthAmerica   >50K         0.000000         0.000000
## 6337   NorthAmerica  <=50K         0.000000         0.000000
## 6341   NorthAmerica  <=50K         0.000000         0.000000
## 6345         Europe   >50K         0.000000         0.000000
## 6354   NorthAmerica  <=50K         0.000000         0.000000
## 6358   NorthAmerica  <=50K         0.000000         0.000000
## 6359   NorthAmerica  <=50K         0.000000         0.000000
## 6375   NorthAmerica  <=50K         0.000000         0.000000
## 6377   CentrAmerica  <=50K         0.000000         0.000000
## 6380   NorthAmerica   >50K         0.000000         0.000000
## 6383   NorthAmerica   >50K         0.000000         0.000000
## 6393   NorthAmerica   >50K         9.261129         0.000000
## 6394   NorthAmerica  <=50K         0.000000         0.000000
## 6396   CentrAmerica  <=50K         0.000000         0.000000
## 6402   NorthAmerica  <=50K         0.000000         0.000000
## 6408   NorthAmerica  <=50K         0.000000         0.000000
## 6421   NorthAmerica   >50K        10.233834         0.000000
## 6422   CentrAmerica  <=50K         0.000000         7.462215
## 6428   NorthAmerica  <=50K         0.000000         0.000000
## 6430   NorthAmerica   >50K         9.617471         0.000000
## 6432   NorthAmerica  <=50K         0.000000         0.000000
## 6434   NorthAmerica  <=50K        10.628884         0.000000
## 6437   NorthAmerica  <=50K         0.000000         0.000000
## 6443   NorthAmerica   >50K         0.000000         0.000000
## 6444   NorthAmerica  <=50K         0.000000         0.000000
## 6445   NorthAmerica  <=50K         0.000000         0.000000
## 6451   NorthAmerica  <=50K         0.000000         0.000000
## 6456   NorthAmerica   >50K         0.000000         0.000000
## 6457   NorthAmerica  <=50K         0.000000         0.000000
## 6460   NorthAmerica  <=50K         0.000000         0.000000
## 6467   NorthAmerica  <=50K         0.000000         0.000000
## 6476   NorthAmerica   >50K         0.000000         7.847763
## 6479   NorthAmerica   >50K         9.617471         0.000000
## 6481   NorthAmerica  <=50K         0.000000         0.000000
## 6498   NorthAmerica  <=50K         0.000000         0.000000
## 6503   NorthAmerica  <=50K         0.000000         0.000000
## 6513   NorthAmerica   >50K         0.000000         0.000000
## 6526   NorthAmerica  <=50K         0.000000         0.000000
## 6528          SAsia  <=50K         0.000000         0.000000
## 6535   NorthAmerica  <=50K         0.000000         0.000000
## 6536   NorthAmerica   >50K        10.233834         0.000000
## 6542   NorthAmerica  <=50K         0.000000         7.422374
## 6547   NorthAmerica   >50K         0.000000         0.000000
## 6548   NorthAmerica   >50K         0.000000         0.000000
## 6550          EAsia  <=50K         0.000000         0.000000
## 6551   NorthAmerica  <=50K         0.000000         0.000000
## 6552   NorthAmerica  <=50K         0.000000         0.000000
## 6553   NorthAmerica  <=50K         0.000000         0.000000
## 6554   NorthAmerica  <=50K         0.000000         0.000000
## 6555   NorthAmerica  <=50K         0.000000         0.000000
## 6557   NorthAmerica   >50K         9.617471         0.000000
## 6564   NorthAmerica   >50K         0.000000         0.000000
## 6579   CentrAmerica  <=50K         0.000000         0.000000
## 6584   CentrAmerica  <=50K         0.000000         0.000000
## 6586   NorthAmerica  <=50K         0.000000         0.000000
## 6587   NorthAmerica  <=50K         0.000000         0.000000
## 6591         Europe   >50K         0.000000         0.000000
## 6612   NorthAmerica  <=50K         0.000000         0.000000
## 6614   NorthAmerica  <=50K         0.000000         0.000000
## 6616   NorthAmerica  <=50K         0.000000         0.000000
## 6623   NorthAmerica  <=50K         0.000000         0.000000
## 6624   NorthAmerica  <=50K         0.000000         0.000000
## 6628   NorthAmerica  <=50K         0.000000         0.000000
## 6630   NorthAmerica  <=50K         0.000000         0.000000
## 6634   NorthAmerica   >50K         0.000000         0.000000
## 6641   NorthAmerica  <=50K         0.000000         0.000000
## 6646   NorthAmerica  <=50K         0.000000         0.000000
## 6651   NorthAmerica  <=50K         0.000000         0.000000
## 6652   NorthAmerica  <=50K         0.000000         0.000000
## 6653   NorthAmerica   >50K         0.000000         0.000000
## 6656   CentrAmerica   >50K         0.000000         0.000000
## 6658   NorthAmerica  <=50K         0.000000         0.000000
## 6661   NorthAmerica   >50K         0.000000         0.000000
## 6664   NorthAmerica  <=50K         0.000000         0.000000
## 6666   NorthAmerica   >50K         0.000000         7.543273
## 6667   NorthAmerica  <=50K         0.000000         0.000000
## 6668   NorthAmerica  <=50K         0.000000         0.000000
## 6671   NorthAmerica  <=50K         0.000000         0.000000
## 6673   CentrAmerica  <=50K         0.000000         0.000000
## 6675   NorthAmerica  <=50K         0.000000         0.000000
## 6676   NorthAmerica   >50K         0.000000         0.000000
## 6677   CentrAmerica  <=50K         0.000000         0.000000
## 6680   NorthAmerica  <=50K         0.000000         0.000000
## 6685   NorthAmerica  <=50K         0.000000         0.000000
## 6687   NorthAmerica   >50K         0.000000         0.000000
## 6689   NorthAmerica  <=50K         0.000000         0.000000
## 6694   NorthAmerica  <=50K         0.000000         0.000000
## 6705   NorthAmerica  <=50K         0.000000         0.000000
## 6708   NorthAmerica  <=50K         0.000000         0.000000
## 6714   NorthAmerica   >50K         0.000000         0.000000
## 6721   NorthAmerica  <=50K         8.519989         0.000000
## 6725   NorthAmerica  <=50K         0.000000         0.000000
## 6730   NorthAmerica  <=50K         0.000000         0.000000
## 6731   NorthAmerica  <=50K         0.000000         7.537430
## 6744   NorthAmerica  <=50K         7.948032         0.000000
## 6747   NorthAmerica   >50K         0.000000         0.000000
## 6749   NorthAmerica  <=50K         0.000000         0.000000
## 6750   NorthAmerica  <=50K         0.000000         0.000000
## 6753   NorthAmerica  <=50K         0.000000         0.000000
## 6757   NorthAmerica  <=50K         0.000000         0.000000
## 6758   NorthAmerica  <=50K         0.000000         0.000000
## 6763   NorthAmerica  <=50K         8.152486         0.000000
## 6771   NorthAmerica  <=50K         0.000000         0.000000
## 6774   NorthAmerica  <=50K         0.000000         0.000000
## 6777   NorthAmerica  <=50K         0.000000         0.000000
## 6780   NorthAmerica  <=50K         0.000000         0.000000
## 6783   NorthAmerica  <=50K         0.000000         0.000000
## 6794   NorthAmerica  <=50K         0.000000         0.000000
## 6799   NorthAmerica  <=50K         0.000000         0.000000
## 6804   NorthAmerica   >50K         0.000000         0.000000
## 6805   NorthAmerica   >50K         0.000000         7.551187
## 6817   NorthAmerica   >50K         0.000000         0.000000
## 6819   NorthAmerica  <=50K         0.000000         0.000000
## 6825   NorthAmerica  <=50K         0.000000         0.000000
## 6837   NorthAmerica  <=50K         0.000000         0.000000
## 6853   NorthAmerica  <=50K         0.000000         0.000000
## 6858   NorthAmerica  <=50K         0.000000         0.000000
## 6860   NorthAmerica  <=50K         0.000000         0.000000
## 6862   NorthAmerica  <=50K         0.000000         0.000000
## 6865   NorthAmerica  <=50K         0.000000         0.000000
## 6866          SAsia  <=50K         0.000000         0.000000
## 6880   NorthAmerica   >50K         0.000000         0.000000
## 6882   NorthAmerica  <=50K         0.000000         0.000000
## 6883   NorthAmerica  <=50K         0.000000         0.000000
## 6884   NorthAmerica  <=50K         0.000000         0.000000
## 6886   NorthAmerica  <=50K         0.000000         0.000000
## 6889   NorthAmerica  <=50K         0.000000         0.000000
## 6895   NorthAmerica  <=50K         0.000000         0.000000
## 6900   NorthAmerica  <=50K         0.000000         0.000000
## 6906   NorthAmerica  <=50K         8.519989         0.000000
## 6913   NorthAmerica  <=50K         0.000000         0.000000
## 6914   NorthAmerica  <=50K         0.000000         0.000000
## 6915   NorthAmerica  <=50K         7.626083         0.000000
## 6927   NorthAmerica  <=50K         0.000000         0.000000
## 6933   NorthAmerica  <=50K         0.000000         0.000000
## 6937   NorthAmerica  <=50K         0.000000         7.372118
## 6939   NorthAmerica  <=50K         0.000000         0.000000
## 6949   NorthAmerica   >50K         0.000000         0.000000
## 6954   NorthAmerica  <=50K         0.000000         0.000000
## 6955   NorthAmerica   >50K         0.000000         0.000000
## 6962   NorthAmerica  <=50K         0.000000         0.000000
## 6967   NorthAmerica  <=50K         0.000000         0.000000
## 6969   NorthAmerica  <=50K         0.000000         0.000000
## 6973   NorthAmerica  <=50K         0.000000         0.000000
## 6978   NorthAmerica  <=50K         0.000000         0.000000
## 6998   NorthAmerica  <=50K         0.000000         0.000000
## 7000   NorthAmerica  <=50K         0.000000         0.000000
## 7007   NorthAmerica   >50K         8.040447         0.000000
## 7008   NorthAmerica  <=50K         0.000000         0.000000
## 7009   NorthAmerica  <=50K         0.000000         0.000000
## 7010   NorthAmerica  <=50K         0.000000         0.000000
## 7014   NorthAmerica  <=50K         0.000000         0.000000
## 7017   NorthAmerica  <=50K         0.000000         0.000000
## 7026    USTerritory  <=50K         0.000000         0.000000
## 7028   NorthAmerica  <=50K         0.000000         0.000000
## 7029   NorthAmerica  <=50K         0.000000         0.000000
## 7031   NorthAmerica  <=50K         0.000000         0.000000
## 7032   NorthAmerica   >50K         0.000000         0.000000
## 7033   NorthAmerica  <=50K         0.000000         6.882437
## 7040   NorthAmerica  <=50K         0.000000         0.000000
## 7042   NorthAmerica  <=50K         0.000000         0.000000
## 7045   NorthAmerica  <=50K         0.000000         0.000000
## 7047   NorthAmerica  <=50K         0.000000         0.000000
## 7051   NorthAmerica  <=50K         0.000000         0.000000
## 7063   CentrAmerica  <=50K         0.000000         0.000000
## 7081   CentrAmerica  <=50K         0.000000         0.000000
## 7082   SouthAmerica  <=50K         0.000000         0.000000
## 7098   NorthAmerica  <=50K         0.000000         0.000000
## 7106   NorthAmerica  <=50K         8.779250         0.000000
## 7115   NorthAmerica  <=50K         0.000000         0.000000
## 7126   NorthAmerica  <=50K         0.000000         0.000000
## 7127   NorthAmerica  <=50K         0.000000         0.000000
## 7128   NorthAmerica  <=50K         0.000000         0.000000
## 7133   NorthAmerica  <=50K         0.000000         0.000000
## 7139   NorthAmerica   >50K         0.000000         0.000000
## 7146   NorthAmerica  <=50K         0.000000         0.000000
## 7151   NorthAmerica  <=50K         0.000000         0.000000
## 7152   NorthAmerica  <=50K         0.000000         0.000000
## 7160   NorthAmerica  <=50K         0.000000         0.000000
## 7161   NorthAmerica  <=50K         0.000000         0.000000
## 7163   NorthAmerica  <=50K         0.000000         0.000000
## 7172   NorthAmerica  <=50K         0.000000         0.000000
## 7180   NorthAmerica  <=50K         0.000000         0.000000
## 7181   NorthAmerica  <=50K         0.000000         0.000000
## 7195   NorthAmerica   >50K         0.000000         7.543273
## 7198   NorthAmerica  <=50K         0.000000         0.000000
## 7200   NorthAmerica   >50K         0.000000         0.000000
## 7203          EAsia   >50K         0.000000         7.589842
## 7211          EAsia  <=50K         7.652546         0.000000
## 7226   NorthAmerica  <=50K         0.000000         0.000000
## 7230   NorthAmerica  <=50K         0.000000         0.000000
## 7243   NorthAmerica  <=50K         0.000000         0.000000
## 7245   NorthAmerica  <=50K         0.000000         0.000000
## 7247   NorthAmerica  <=50K         0.000000         0.000000
## 7251   NorthAmerica  <=50K         0.000000         0.000000
## 7270   NorthAmerica   >50K         0.000000         0.000000
## 7273   NorthAmerica   >50K         9.617471         0.000000
## 7278   NorthAmerica  <=50K         0.000000         0.000000
## 7282   NorthAmerica  <=50K         0.000000         0.000000
## 7288         Europe   >50K         0.000000         0.000000
## 7296   NorthAmerica  <=50K         0.000000         0.000000
## 7302   NorthAmerica  <=50K         0.000000         0.000000
## 7316   NorthAmerica  <=50K         0.000000         7.379632
## 7318   NorthAmerica   >50K         0.000000         0.000000
## 7321          EAsia  <=50K         0.000000         0.000000
## 7325   NorthAmerica  <=50K         0.000000         0.000000
## 7327   NorthAmerica  <=50K         0.000000         0.000000
## 7332   NorthAmerica  <=50K         0.000000         0.000000
## 7333   NorthAmerica  <=50K         0.000000         0.000000
## 7334   NorthAmerica  <=50K         0.000000         0.000000
## 7337   NorthAmerica   >50K         0.000000         0.000000
## 7339   NorthAmerica  <=50K         0.000000         0.000000
## 7358   NorthAmerica  <=50K         0.000000         0.000000
## 7365   NorthAmerica  <=50K         0.000000         0.000000
## 7366   NorthAmerica  <=50K         0.000000         0.000000
## 7377   NorthAmerica   >50K         0.000000         0.000000
## 7384   NorthAmerica   >50K         0.000000         0.000000
## 7386   NorthAmerica   >50K        10.233834         0.000000
## 7389   NorthAmerica  <=50K         0.000000         0.000000
## 7393   NorthAmerica  <=50K         0.000000         0.000000
## 7401   NorthAmerica  <=50K         0.000000         0.000000
## 7410   NorthAmerica   >50K         8.947546         0.000000
## 7412   NorthAmerica  <=50K         0.000000         0.000000
## 7417   NorthAmerica   >50K         9.617471         0.000000
## 7422   NorthAmerica  <=50K         0.000000         0.000000
## 7425   NorthAmerica  <=50K         0.000000         0.000000
## 7427   NorthAmerica  <=50K         0.000000         0.000000
## 7435   NorthAmerica  <=50K         0.000000         0.000000
## 7440   NorthAmerica  <=50K         0.000000         0.000000
## 7446   NorthAmerica  <=50K         0.000000         0.000000
## 7447   NorthAmerica  <=50K         0.000000         0.000000
## 7455   NorthAmerica  <=50K         0.000000         0.000000
## 7485   NorthAmerica  <=50K         0.000000         0.000000
## 7487   NorthAmerica  <=50K         0.000000         0.000000
## 7493   NorthAmerica   >50K         0.000000         0.000000
## 7504   NorthAmerica   >50K         0.000000         7.543273
## 7508   SouthAmerica  <=50K         0.000000         0.000000
## 7512   NorthAmerica  <=50K         0.000000         0.000000
## 7513   NorthAmerica  <=50K         0.000000         0.000000
## 7515   NorthAmerica  <=50K         0.000000         0.000000
## 7517   NorthAmerica  <=50K         0.000000         0.000000
## 7529   NorthAmerica  <=50K         0.000000         0.000000
## 7531   NorthAmerica  <=50K         0.000000         0.000000
## 7537   NorthAmerica   >50K         0.000000         0.000000
## 7539   NorthAmerica  <=50K         0.000000         0.000000
## 7548   NorthAmerica  <=50K         0.000000         0.000000
## 7549   NorthAmerica  <=50K         0.000000         0.000000
## 7550   NorthAmerica  <=50K         0.000000         0.000000
## 7553   NorthAmerica  <=50K         0.000000         0.000000
## 7556   NorthAmerica   >50K         0.000000         0.000000
## 7559   NorthAmerica   >50K         0.000000         0.000000
## 7576   NorthAmerica  <=50K         0.000000         0.000000
## 7579   NorthAmerica  <=50K         0.000000         0.000000
## 7582   NorthAmerica  <=50K         0.000000         0.000000
## 7606   NorthAmerica  <=50K         0.000000         0.000000
## 7609   NorthAmerica  <=50K         0.000000         0.000000
## 7617   NorthAmerica  <=50K         7.877018         0.000000
## 7621   NorthAmerica  <=50K         0.000000         0.000000
## 7625   NorthAmerica   >50K         8.895493         0.000000
## 7632   NorthAmerica  <=50K         0.000000         0.000000
## 7637   NorthAmerica  <=50K         0.000000         0.000000
## 7639   NorthAmerica   >50K         0.000000         7.522400
## 7646   NorthAmerica   >50K         0.000000         0.000000
## 7650   NorthAmerica   >50K         0.000000         0.000000
## 7652   NorthAmerica  <=50K         0.000000         7.365180
## 7659   NorthAmerica  <=50K         8.319230         0.000000
## 7673   NorthAmerica  <=50K         0.000000         0.000000
## 7676   NorthAmerica  <=50K         0.000000         0.000000
## 7678   NorthAmerica  <=50K         0.000000         0.000000
## 7679   NorthAmerica   >50K         0.000000         0.000000
## 7681   NorthAmerica  <=50K         0.000000         0.000000
## 7685   NorthAmerica  <=50K         8.150468         0.000000
## 7688   NorthAmerica  <=50K         0.000000         7.537430
## 7692   NorthAmerica  <=50K         0.000000         0.000000
## 7711   NorthAmerica  <=50K         0.000000         0.000000
## 7712   NorthAmerica  <=50K         0.000000         0.000000
## 7714   NorthAmerica  <=50K         0.000000         0.000000
## 7717   NorthAmerica   >50K         8.947546         0.000000
## 7723   NorthAmerica  <=50K         0.000000         0.000000
## 7730   NorthAmerica  <=50K         0.000000         0.000000
## 7732   NorthAmerica  <=50K         0.000000         0.000000
## 7733   SouthAmerica   >50K         0.000000         0.000000
## 7736         Europe  <=50K         0.000000         0.000000
## 7742   NorthAmerica   >50K         0.000000         0.000000
## 7752   NorthAmerica  <=50K         0.000000         0.000000
## 7753   NorthAmerica  <=50K         0.000000         0.000000
## 7755   NorthAmerica  <=50K         0.000000         0.000000
## 7760   NorthAmerica  <=50K         0.000000         0.000000
## 7761   NorthAmerica  <=50K         0.000000         0.000000
## 7762   NorthAmerica  <=50K         0.000000         0.000000
## 7763   NorthAmerica  <=50K         0.000000         0.000000
## 7773   NorthAmerica  <=50K         0.000000         0.000000
## 7778   NorthAmerica   >50K         0.000000         0.000000
## 7780   NorthAmerica  <=50K         0.000000         0.000000
## 7788   NorthAmerica  <=50K         0.000000         0.000000
## 7798   NorthAmerica  <=50K         0.000000         0.000000
## 7807   NorthAmerica   >50K         0.000000         0.000000
## 7812   NorthAmerica   >50K         0.000000         0.000000
## 7814   NorthAmerica  <=50K         0.000000         7.303843
## 7816   NorthAmerica  <=50K         0.000000         0.000000
## 7817   NorthAmerica  <=50K         0.000000         0.000000
## 7819   NorthAmerica   >50K         0.000000         0.000000
## 7826   NorthAmerica  <=50K         0.000000         0.000000
## 7839   NorthAmerica  <=50K         0.000000         0.000000
## 7853   NorthAmerica  <=50K         0.000000         0.000000
## 7860         Europe  <=50K         0.000000         0.000000
## 7865   NorthAmerica  <=50K         8.271037         0.000000
## 7869   NorthAmerica   >50K         0.000000         0.000000
## 7870   NorthAmerica  <=50K         0.000000         0.000000
## 7877   NorthAmerica  <=50K         0.000000         0.000000
## 7878   NorthAmerica  <=50K         0.000000         0.000000
## 7882   NorthAmerica  <=50K         0.000000         0.000000
## 7885   NorthAmerica  <=50K         0.000000         0.000000
## 7900   NorthAmerica  <=50K         0.000000         0.000000
## 7901   NorthAmerica  <=50K         8.150468         0.000000
## 7904   NorthAmerica  <=50K         0.000000         0.000000
## 7907   NorthAmerica   >50K         8.895493         0.000000
## 7910          EAsia  <=50K         0.000000         0.000000
## 7921   NorthAmerica  <=50K         0.000000         0.000000
## 7924   NorthAmerica  <=50K         0.000000         0.000000
## 7933          SAsia  <=50K         0.000000         0.000000
## 7943   NorthAmerica  <=50K         0.000000         0.000000
## 7950   NorthAmerica  <=50K         0.000000         0.000000
## 7961   CentrAmerica  <=50K         0.000000         0.000000
## 7964   NorthAmerica  <=50K         0.000000         0.000000
## 7969   NorthAmerica   >50K         8.947546         0.000000
## 7974   NorthAmerica  <=50K         0.000000         0.000000
## 7991   CentrAmerica  <=50K         0.000000         0.000000
## 8002   NorthAmerica  <=50K         0.000000         0.000000
## 8028   NorthAmerica  <=50K         0.000000         0.000000
## 8048   NorthAmerica   >50K         0.000000         0.000000
## 8049   NorthAmerica   >50K         0.000000         0.000000
## 8054   NorthAmerica  <=50K         0.000000         0.000000
## 8057   NorthAmerica  <=50K         0.000000         0.000000
## 8058   NorthAmerica  <=50K         8.150468         0.000000
## 8071   NorthAmerica  <=50K         0.000000         0.000000
## 8072   NorthAmerica  <=50K         0.000000         0.000000
## 8073   NorthAmerica  <=50K         0.000000         0.000000
## 8076          EAsia  <=50K         0.000000         0.000000
## 8083   NorthAmerica  <=50K         0.000000         0.000000
## 8084   NorthAmerica  <=50K         0.000000         7.303843
## 8087   NorthAmerica  <=50K         0.000000         0.000000
## 8091   NorthAmerica  <=50K         0.000000         0.000000
## 8100   CentrAmerica  <=50K         0.000000         0.000000
## 8102   NorthAmerica  <=50K         0.000000         0.000000
## 8103   NorthAmerica   >50K         0.000000         7.551187
## 8126   NorthAmerica   >50K         0.000000         0.000000
## 8128   NorthAmerica  <=50K         0.000000         0.000000
## 8132   NorthAmerica  <=50K         0.000000         0.000000
## 8138   NorthAmerica  <=50K         0.000000         0.000000
## 8140   NorthAmerica   >50K         0.000000         0.000000
## 8143   NorthAmerica  <=50K         0.000000         0.000000
## 8144   NorthAmerica  <=50K         0.000000         0.000000
## 8149   NorthAmerica  <=50K         0.000000         0.000000
## 8152   NorthAmerica   >50K         0.000000         0.000000
## 8153          EAsia   >50K         0.000000         0.000000
## 8160   NorthAmerica  <=50K         0.000000         0.000000
## 8161   CentrAmerica   >50K         8.386401         0.000000
## 8163   NorthAmerica  <=50K         0.000000         0.000000
## 8170   NorthAmerica  <=50K         0.000000         0.000000
## 8176   NorthAmerica  <=50K         0.000000         0.000000
## 8190   NorthAmerica  <=50K         0.000000         0.000000
## 8201   NorthAmerica  <=50K         0.000000         0.000000
## 8209   NorthAmerica   >50K         0.000000         0.000000
## 8214   NorthAmerica   >50K         9.617471         0.000000
## 8218   NorthAmerica  <=50K         0.000000         0.000000
## 8219   NorthAmerica  <=50K         0.000000         7.699389
## 8220   NorthAmerica  <=50K         0.000000         0.000000
## 8222   NorthAmerica  <=50K         0.000000         0.000000
## 8230   NorthAmerica  <=50K         0.000000         0.000000
## 8231   NorthAmerica  <=50K         0.000000         0.000000
## 8235   NorthAmerica   >50K         0.000000         0.000000
## 8238          EAsia   >50K         0.000000         0.000000
## 8245   NorthAmerica  <=50K         0.000000         0.000000
## 8247   NorthAmerica  <=50K         0.000000         0.000000
## 8248   NorthAmerica  <=50K         0.000000         0.000000
## 8259   NorthAmerica   >50K         0.000000         0.000000
## 8260   NorthAmerica  <=50K         0.000000         0.000000
## 8262   NorthAmerica  <=50K         0.000000         0.000000
## 8263   NorthAmerica   >50K         0.000000         0.000000
## 8265   NorthAmerica  <=50K         0.000000         0.000000
## 8268   NorthAmerica   >50K         0.000000         0.000000
## 8273   NorthAmerica  <=50K         0.000000         0.000000
## 8277   NorthAmerica  <=50K         0.000000         0.000000
## 8281   NorthAmerica  <=50K         0.000000         0.000000
## 8283   CentrAmerica  <=50K         0.000000         7.663877
## 8294   NorthAmerica  <=50K         0.000000         0.000000
## 8295   NorthAmerica  <=50K         0.000000         0.000000
## 8300   NorthAmerica  <=50K         0.000000         0.000000
## 8303   NorthAmerica  <=50K         0.000000         0.000000
## 8311   NorthAmerica  <=50K         0.000000         0.000000
## 8315   NorthAmerica  <=50K         8.265650         0.000000
## 8320   NorthAmerica  <=50K         0.000000         0.000000
## 8321   NorthAmerica  <=50K         0.000000         0.000000
## 8332   NorthAmerica  <=50K         0.000000         0.000000
## 8338   NorthAmerica  <=50K         0.000000         0.000000
## 8351   CentrAmerica  <=50K         0.000000         0.000000
## 8353   NorthAmerica  <=50K         0.000000         0.000000
## 8359   NorthAmerica  <=50K         0.000000         0.000000
## 8364   NorthAmerica   >50K         9.617471         0.000000
## 8376   NorthAmerica  <=50K         0.000000         0.000000
## 8378   NorthAmerica   >50K         0.000000         0.000000
## 8382   NorthAmerica  <=50K         0.000000         0.000000
## 8394   NorthAmerica   >50K         0.000000         0.000000
## 8395   NorthAmerica   >50K         0.000000         0.000000
## 8402   NorthAmerica   >50K         0.000000         0.000000
## 8403   NorthAmerica   >50K         0.000000         7.733246
## 8404   NorthAmerica  <=50K         0.000000         0.000000
## 8441   NorthAmerica  <=50K         0.000000         0.000000
## 8444   NorthAmerica  <=50K         0.000000         0.000000
## 8445   NorthAmerica  <=50K         0.000000         0.000000
## 8449   NorthAmerica   >50K         0.000000         0.000000
## 8451   NorthAmerica  <=50K         0.000000         5.780744
## 8457   NorthAmerica  <=50K         0.000000         0.000000
## 8461   NorthAmerica  <=50K         0.000000         0.000000
## 8477   NorthAmerica   >50K        11.512925         0.000000
## 8480   NorthAmerica   >50K         9.617471         0.000000
## 8485   NorthAmerica  <=50K         0.000000         0.000000
## 8487   NorthAmerica  <=50K         0.000000         0.000000
## 8491   NorthAmerica   >50K         8.947546         0.000000
## 8492   NorthAmerica  <=50K         0.000000         0.000000
## 8500   NorthAmerica  <=50K         0.000000         0.000000
## 8502   NorthAmerica  <=50K         0.000000         0.000000
## 8503   NorthAmerica  <=50K         0.000000         0.000000
## 8511   NorthAmerica   >50K         0.000000         0.000000
## 8520   NorthAmerica  <=50K         0.000000         0.000000
## 8521   NorthAmerica  <=50K         0.000000         0.000000
## 8523   NorthAmerica  <=50K         0.000000         0.000000
## 8526   NorthAmerica   >50K         0.000000         0.000000
## 8532         Europe  <=50K         0.000000         0.000000
## 8537   NorthAmerica  <=50K         0.000000         0.000000
## 8538   NorthAmerica  <=50K         0.000000         0.000000
## 8541   CentrAmerica   >50K         0.000000         0.000000
## 8548   NorthAmerica  <=50K         0.000000         0.000000
## 8550   NorthAmerica  <=50K         0.000000         0.000000
## 8561   NorthAmerica  <=50K         0.000000         0.000000
## 8564   NorthAmerica  <=50K         0.000000         0.000000
## 8567   NorthAmerica   >50K         0.000000         0.000000
## 8568   NorthAmerica  <=50K         0.000000         0.000000
## 8570   NorthAmerica  <=50K         0.000000         7.372118
## 8575   NorthAmerica  <=50K         0.000000         0.000000
## 8577   NorthAmerica  <=50K         0.000000         0.000000
## 8578   NorthAmerica   >50K         0.000000         0.000000
## 8582   NorthAmerica   >50K         9.061260         0.000000
## 8586   NorthAmerica  <=50K         8.652074         0.000000
## 8587   NorthAmerica  <=50K         0.000000         0.000000
## 8600   NorthAmerica  <=50K         0.000000         0.000000
## 8616   NorthAmerica  <=50K         0.000000         0.000000
## 8623   NorthAmerica  <=50K         0.000000         0.000000
## 8625   NorthAmerica  <=50K         0.000000         0.000000
## 8627   NorthAmerica  <=50K         0.000000         0.000000
## 8628   NorthAmerica  <=50K         0.000000         0.000000
## 8632   NorthAmerica  <=50K         0.000000         0.000000
## 8638   NorthAmerica  <=50K         0.000000         0.000000
## 8641   NorthAmerica  <=50K         0.000000         0.000000
## 8649   NorthAmerica  <=50K         0.000000         0.000000
## 8651   NorthAmerica  <=50K         0.000000         0.000000
## 8662   NorthAmerica  <=50K         0.000000         0.000000
## 8665   NorthAmerica  <=50K         0.000000         0.000000
## 8675   NorthAmerica   >50K         0.000000         0.000000
## 8677   NorthAmerica  <=50K         0.000000         0.000000
## 8683   NorthAmerica   >50K         0.000000         0.000000
## 8684   NorthAmerica  <=50K         0.000000         0.000000
## 8689          EAsia   >50K         0.000000         0.000000
## 8692   NorthAmerica   >50K         0.000000         0.000000
## 8701   NorthAmerica  <=50K         0.000000         0.000000
## 8703   NorthAmerica  <=50K         0.000000         0.000000
## 8711   NorthAmerica   >50K        11.512925         0.000000
## 8721   NorthAmerica  <=50K         0.000000         0.000000
## 8724   NorthAmerica  <=50K         0.000000         0.000000
## 8731   NorthAmerica  <=50K         0.000000         0.000000
## 8732   NorthAmerica  <=50K         0.000000         0.000000
## 8736   NorthAmerica  <=50K         7.948032         0.000000
## 8737   NorthAmerica  <=50K         0.000000         0.000000
## 8751   NorthAmerica  <=50K         0.000000         0.000000
## 8754   NorthAmerica  <=50K         0.000000         0.000000
## 8767   NorthAmerica  <=50K         0.000000         0.000000
## 8769   NorthAmerica   >50K         0.000000         0.000000
## 8770   NorthAmerica  <=50K         0.000000         0.000000
## 8773   NorthAmerica  <=50K         8.604471         0.000000
## 8781   NorthAmerica  <=50K         0.000000         0.000000
## 8782   NorthAmerica   >50K         9.617471         0.000000
## 8783   NorthAmerica  <=50K         0.000000         0.000000
## 8785   NorthAmerica  <=50K         0.000000         0.000000
## 8790   NorthAmerica  <=50K         8.319230         0.000000
## 8791   NorthAmerica   >50K         0.000000         0.000000
## 8794   NorthAmerica  <=50K         0.000000         0.000000
## 8799   NorthAmerica  <=50K         0.000000         7.451242
## 8801   NorthAmerica   >50K         0.000000         0.000000
## 8814   NorthAmerica  <=50K         0.000000         0.000000
## 8818   NorthAmerica  <=50K         0.000000         0.000000
## 8819   NorthAmerica  <=50K         0.000000         0.000000
## 8824   NorthAmerica  <=50K         0.000000         0.000000
## 8826   NorthAmerica   >50K         0.000000         0.000000
## 8836   NorthAmerica  <=50K         0.000000         0.000000
## 8840   NorthAmerica  <=50K         0.000000         0.000000
## 8848   NorthAmerica  <=50K         0.000000         0.000000
## 8855   NorthAmerica   >50K         9.617471         0.000000
## 8858   NorthAmerica   >50K         0.000000         0.000000
## 8859   NorthAmerica  <=50K         0.000000         0.000000
## 8861   NorthAmerica  <=50K         0.000000         0.000000
## 8865   NorthAmerica   >50K         0.000000         0.000000
## 8866   NorthAmerica  <=50K         0.000000         0.000000
## 8868   NorthAmerica  <=50K         0.000000         0.000000
## 8870   NorthAmerica   >50K         0.000000         0.000000
## 8883   NorthAmerica  <=50K         0.000000         0.000000
## 8884   NorthAmerica   >50K         0.000000         7.589842
## 8885   NorthAmerica  <=50K         0.000000         0.000000
## 8903   NorthAmerica  <=50K         0.000000         0.000000
## 8916   CentrAmerica  <=50K         0.000000         0.000000
## 8924   NorthAmerica  <=50K         0.000000         0.000000
## 8926   NorthAmerica  <=50K         0.000000         0.000000
## 8931   NorthAmerica  <=50K         0.000000         0.000000
## 8940   NorthAmerica   >50K         0.000000         0.000000
## 8945   NorthAmerica  <=50K         0.000000         0.000000
## 8947   NorthAmerica  <=50K         0.000000         0.000000
## 8950   NorthAmerica  <=50K         0.000000         0.000000
## 8952   NorthAmerica  <=50K         0.000000         0.000000
## 8953   NorthAmerica   >50K         0.000000         0.000000
## 8956   NorthAmerica   >50K         0.000000         0.000000
## 8958   NorthAmerica  <=50K         0.000000         0.000000
## 8959   NorthAmerica  <=50K         8.310169         0.000000
## 8966   NorthAmerica  <=50K         0.000000         0.000000
## 8967   NorthAmerica   >50K         8.040447         0.000000
## 8970   NorthAmerica  <=50K         0.000000         0.000000
## 8971   NorthAmerica  <=50K         0.000000         0.000000
## 8973   NorthAmerica   >50K         0.000000         0.000000
## 8976   NorthAmerica   >50K         0.000000         0.000000
## 8979   NorthAmerica  <=50K         0.000000         0.000000
## 8980   NorthAmerica   >50K         0.000000         0.000000
## 8987   NorthAmerica  <=50K         0.000000         0.000000
## 8989   NorthAmerica   >50K         0.000000         7.589842
## 8990   NorthAmerica   >50K         0.000000         0.000000
## 8994   NorthAmerica  <=50K         0.000000         0.000000
## 8997   NorthAmerica  <=50K         0.000000         0.000000
## 9008   NorthAmerica  <=50K         0.000000         0.000000
## 9015   NorthAmerica   >50K         0.000000         0.000000
## 9023   NorthAmerica   >50K         0.000000         0.000000
## 9046   NorthAmerica  <=50K         0.000000         0.000000
## 9047   NorthAmerica  <=50K         0.000000         0.000000
## 9049   NorthAmerica  <=50K         0.000000         0.000000
## 9058   NorthAmerica  <=50K         0.000000         0.000000
## 9062   NorthAmerica  <=50K         0.000000         0.000000
## 9063   NorthAmerica   >50K         8.947546         0.000000
## 9071   NorthAmerica   >50K         0.000000         0.000000
## 9077   NorthAmerica  <=50K         0.000000         0.000000
## 9079   NorthAmerica  <=50K         0.000000         0.000000
## 9084   NorthAmerica  <=50K         0.000000         0.000000
## 9087   NorthAmerica  <=50K         0.000000         7.372118
## 9093   NorthAmerica  <=50K         0.000000         0.000000
## 9112   NorthAmerica  <=50K         0.000000         0.000000
## 9115   NorthAmerica  <=50K         0.000000         0.000000
## 9124   NorthAmerica   >50K         0.000000         0.000000
## 9125   NorthAmerica  <=50K         0.000000         0.000000
## 9128   NorthAmerica  <=50K         0.000000         0.000000
## 9130   NorthAmerica   >50K         0.000000         7.303843
## 9131   NorthAmerica   >50K         0.000000         0.000000
## 9133   NorthAmerica  <=50K         0.000000         0.000000
## 9145   NorthAmerica  <=50K         0.000000         0.000000
## 9153   NorthAmerica  <=50K         0.000000         0.000000
## 9155   NorthAmerica  <=50K         0.000000         0.000000
## 9158   NorthAmerica  <=50K         0.000000         0.000000
## 9161   NorthAmerica  <=50K         0.000000         0.000000
## 9164   NorthAmerica  <=50K         0.000000         0.000000
## 9172   NorthAmerica  <=50K         0.000000         0.000000
## 9175   NorthAmerica  <=50K         0.000000         0.000000
## 9177   CentrAmerica  <=50K         0.000000         0.000000
## 9181   NorthAmerica   >50K         0.000000         0.000000
## 9182   NorthAmerica  <=50K         0.000000         0.000000
## 9187   NorthAmerica  <=50K         0.000000         0.000000
## 9191   NorthAmerica   >50K         0.000000         0.000000
## 9201   NorthAmerica   >50K         0.000000         0.000000
## 9209   NorthAmerica  <=50K         0.000000         0.000000
## 9227   NorthAmerica  <=50K         0.000000         0.000000
## 9232   NorthAmerica  <=50K         0.000000         0.000000
## 9235   NorthAmerica  <=50K         0.000000         0.000000
## 9237   NorthAmerica  <=50K         0.000000         0.000000
## 9241   NorthAmerica  <=50K         0.000000         0.000000
## 9252   NorthAmerica  <=50K         0.000000         0.000000
## 9253   CentrAmerica  <=50K         0.000000         7.365180
## 9255   NorthAmerica   >50K         0.000000         0.000000
## 9261   NorthAmerica  <=50K         0.000000         0.000000
## 9269   NorthAmerica   >50K         0.000000         0.000000
## 9271   NorthAmerica  <=50K         0.000000         0.000000
## 9276   NorthAmerica  <=50K         0.000000         7.379632
## 9284   NorthAmerica  <=50K         0.000000         0.000000
## 9300   NorthAmerica  <=50K         0.000000         0.000000
## 9302   NorthAmerica  <=50K         0.000000         0.000000
## 9304   NorthAmerica  <=50K         0.000000         0.000000
## 9305   NorthAmerica  <=50K         0.000000         0.000000
## 9310   NorthAmerica  <=50K         0.000000         7.774015
## 9314   NorthAmerica  <=50K         0.000000         0.000000
## 9322   NorthAmerica   >50K         0.000000         0.000000
## 9326   NorthAmerica  <=50K         0.000000         0.000000
## 9355   NorthAmerica  <=50K         0.000000         0.000000
## 9356   NorthAmerica  <=50K         0.000000         0.000000
## 9357   NorthAmerica  <=50K         0.000000         0.000000
## 9358   NorthAmerica  <=50K         0.000000         0.000000
## 9362   NorthAmerica  <=50K         0.000000         0.000000
## 9364   NorthAmerica  <=50K         0.000000         0.000000
## 9365   NorthAmerica   >50K         0.000000         0.000000
## 9368   NorthAmerica  <=50K         0.000000         0.000000
## 9373   NorthAmerica   >50K         0.000000         0.000000
## 9375   NorthAmerica  <=50K         9.265491         0.000000
## 9380   NorthAmerica  <=50K         0.000000         0.000000
## 9382   NorthAmerica  <=50K         0.000000         0.000000
## 9386   NorthAmerica  <=50K         0.000000         0.000000
## 9391   NorthAmerica  <=50K         0.000000         0.000000
## 9393   NorthAmerica   >50K         0.000000         0.000000
## 9398   NorthAmerica  <=50K         0.000000         7.622175
## 9399   NorthAmerica  <=50K         0.000000         0.000000
## 9402   NorthAmerica  <=50K         0.000000         0.000000
## 9408   NorthAmerica  <=50K         0.000000         7.591357
## 9409   NorthAmerica  <=50K         0.000000         0.000000
## 9416   NorthAmerica  <=50K         0.000000         0.000000
## 9421   NorthAmerica  <=50K         0.000000         0.000000
## 9423   NorthAmerica   >50K         0.000000         0.000000
## 9425   NorthAmerica  <=50K         0.000000         0.000000
## 9430   NorthAmerica  <=50K         0.000000         0.000000
## 9432   NorthAmerica  <=50K         0.000000         0.000000
## 9434   NorthAmerica  <=50K         0.000000         0.000000
## 9439   NorthAmerica  <=50K         0.000000         7.537430
## 9441   NorthAmerica  <=50K         0.000000         0.000000
## 9444   NorthAmerica  <=50K         0.000000         0.000000
## 9447   NorthAmerica  <=50K         0.000000         0.000000
## 9448   NorthAmerica  <=50K         0.000000         0.000000
## 9450   NorthAmerica   >50K         0.000000         0.000000
## 9454   NorthAmerica   >50K         8.947546         0.000000
## 9455   NorthAmerica   >50K         0.000000         0.000000
## 9457   NorthAmerica  <=50K         0.000000         0.000000
## 9458          EAsia  <=50K         0.000000         0.000000
## 9462   NorthAmerica  <=50K         0.000000         0.000000
## 9466   NorthAmerica   >50K         0.000000         0.000000
## 9471          EAsia  <=50K         0.000000         0.000000
## 9472   NorthAmerica  <=50K         0.000000         0.000000
## 9475   NorthAmerica  <=50K         0.000000         7.230563
## 9476         Europe  <=50K         0.000000         0.000000
## 9483   NorthAmerica  <=50K         0.000000         0.000000
## 9486   NorthAmerica  <=50K         0.000000         0.000000
## 9487   NorthAmerica  <=50K         0.000000         0.000000
## 9488   NorthAmerica  <=50K         0.000000         0.000000
## 9498   NorthAmerica  <=50K         0.000000         0.000000
## 9501   NorthAmerica   >50K         0.000000         0.000000
## 9502   NorthAmerica  <=50K         0.000000         0.000000
## 9516   NorthAmerica  <=50K         7.619233         0.000000
## 9523   NorthAmerica  <=50K         0.000000         0.000000
## 9526          EAsia  <=50K         0.000000         0.000000
## 9534          SAsia  <=50K         0.000000         0.000000
## 9543   NorthAmerica  <=50K         0.000000         0.000000
## 9544   NorthAmerica  <=50K         0.000000         0.000000
## 9546   NorthAmerica  <=50K         0.000000         0.000000
## 9547   NorthAmerica  <=50K         0.000000         0.000000
## 9552   CentrAmerica  <=50K         8.265650         0.000000
## 9553   NorthAmerica  <=50K         0.000000         0.000000
## 9556   NorthAmerica  <=50K         0.000000         0.000000
## 9557   NorthAmerica  <=50K         0.000000         0.000000
## 9560   CentrAmerica   >50K        10.233834         0.000000
## 9565   NorthAmerica  <=50K         0.000000         0.000000
## 9568   NorthAmerica   >50K         0.000000         0.000000
## 9581   CentrAmerica  <=50K         0.000000         0.000000
## 9594   NorthAmerica  <=50K         0.000000         0.000000
## 9596   CentrAmerica  <=50K         0.000000         0.000000
## 9604   NorthAmerica  <=50K         0.000000         0.000000
## 9608   NorthAmerica  <=50K         0.000000         0.000000
## 9613   NorthAmerica  <=50K         0.000000         0.000000
## 9616   CentrAmerica  <=50K         0.000000         0.000000
## 9624   NorthAmerica  <=50K         7.697575         0.000000
## 9628   NorthAmerica  <=50K         0.000000         0.000000
## 9630   NorthAmerica   >50K         0.000000         0.000000
## 9639   NorthAmerica  <=50K         0.000000         0.000000
## 9643   NorthAmerica  <=50K         0.000000         0.000000
## 9644   NorthAmerica  <=50K         0.000000         0.000000
## 9653   NorthAmerica   >50K         8.386401         0.000000
## 9654   NorthAmerica  <=50K         0.000000         0.000000
## 9660   NorthAmerica  <=50K         0.000000         0.000000
## 9664   NorthAmerica   >50K         0.000000         0.000000
## 9668   NorthAmerica  <=50K         0.000000         0.000000
## 9669   NorthAmerica  <=50K         0.000000         0.000000
## 9681   NorthAmerica  <=50K         0.000000         0.000000
## 9689   NorthAmerica   >50K         0.000000         0.000000
## 9693   NorthAmerica  <=50K         0.000000         0.000000
## 9694   NorthAmerica  <=50K         0.000000         0.000000
## 9707   NorthAmerica  <=50K         0.000000         0.000000
## 9714   NorthAmerica   >50K         0.000000         0.000000
## 9725   NorthAmerica  <=50K         0.000000         0.000000
## 9737   NorthAmerica   >50K         0.000000         0.000000
## 9739   NorthAmerica  <=50K         0.000000         0.000000
## 9742   NorthAmerica   >50K         0.000000         0.000000
## 9743   NorthAmerica  <=50K         0.000000         0.000000
## 9745   NorthAmerica  <=50K         0.000000         0.000000
## 9753   NorthAmerica   >50K         9.261129         0.000000
## 9756   NorthAmerica  <=50K         0.000000         0.000000
## 9758   CentrAmerica  <=50K         0.000000         0.000000
## 9764   NorthAmerica  <=50K         0.000000         0.000000
## 9780   CentrAmerica  <=50K         0.000000         0.000000
## 9786   CentrAmerica   >50K         0.000000         0.000000
## 9787   NorthAmerica  <=50K         0.000000         0.000000
## 9792   NorthAmerica  <=50K         0.000000         0.000000
## 9809   NorthAmerica  <=50K         0.000000         0.000000
## 9819   NorthAmerica  <=50K         0.000000         0.000000
## 9820   NorthAmerica   >50K         0.000000         0.000000
## 9824    USTerritory  <=50K         0.000000         0.000000
## 9827          SAsia   >50K         0.000000         0.000000
## 9831   NorthAmerica  <=50K         0.000000         0.000000
## 9835   NorthAmerica  <=50K         0.000000         0.000000
## 9837          EAsia  <=50K         7.967627         0.000000
## 9848   NorthAmerica   >50K         0.000000         7.303843
## 9849          EAsia  <=50K         0.000000         0.000000
## 9855   NorthAmerica  <=50K         0.000000         0.000000
## 9879   NorthAmerica  <=50K         0.000000         0.000000
## 9881   NorthAmerica  <=50K         0.000000         0.000000
## 9884   NorthAmerica  <=50K         0.000000         0.000000
## 9888   NorthAmerica  <=50K         0.000000         0.000000
## 9906   NorthAmerica   >50K         0.000000         0.000000
## 9912   SouthAmerica  <=50K         0.000000         0.000000
## 9913   NorthAmerica  <=50K         0.000000         0.000000
## 9915   NorthAmerica  <=50K         0.000000         0.000000
## 9917   NorthAmerica   >50K         0.000000         0.000000
## 9930   NorthAmerica  <=50K         0.000000         0.000000
## 9938   NorthAmerica  <=50K         0.000000         0.000000
## 9941   NorthAmerica  <=50K         0.000000         0.000000
## 9945   NorthAmerica  <=50K         0.000000         0.000000
## 9948   NorthAmerica  <=50K         0.000000         0.000000
## 9951   NorthAmerica  <=50K         0.000000         0.000000
## 9953          EAsia  <=50K         0.000000         0.000000
## 9955   NorthAmerica   >50K         0.000000         0.000000
## 9960   NorthAmerica   >50K         0.000000         0.000000
## 9964   NorthAmerica  <=50K         0.000000         0.000000
## 9968   NorthAmerica  <=50K         0.000000         0.000000
## 9977   NorthAmerica  <=50K         0.000000         0.000000
## 9980   NorthAmerica  <=50K         0.000000         0.000000
## 9987   NorthAmerica  <=50K         0.000000         0.000000
## 9993   NorthAmerica  <=50K         0.000000         0.000000
## 9996   NorthAmerica   >50K         0.000000         0.000000
## 9998   NorthAmerica  <=50K         0.000000         0.000000
## 10019  NorthAmerica  <=50K         0.000000         0.000000
## 10029  NorthAmerica   >50K         0.000000         0.000000
## 10032  NorthAmerica  <=50K         0.000000         0.000000
## 10041  NorthAmerica  <=50K         0.000000         0.000000
## 10052  NorthAmerica  <=50K         0.000000         0.000000
## 10053  NorthAmerica  <=50K         0.000000         0.000000
## 10063  CentrAmerica   >50K         0.000000         0.000000
## 10067  NorthAmerica  <=50K         0.000000         0.000000
## 10070  NorthAmerica  <=50K         0.000000         0.000000
## 10077  NorthAmerica  <=50K         0.000000         0.000000
## 10079  NorthAmerica  <=50K         0.000000         0.000000
## 10086  NorthAmerica  <=50K         0.000000         0.000000
## 10091  NorthAmerica  <=50K         0.000000         0.000000
## 10093  NorthAmerica  <=50K         0.000000         0.000000
## 10102  NorthAmerica  <=50K         0.000000         0.000000
## 10105  NorthAmerica   >50K         0.000000         0.000000
## 10109  NorthAmerica  <=50K         0.000000         0.000000
## 10111  NorthAmerica  <=50K         0.000000         0.000000
## 10113  NorthAmerica  <=50K         6.962243         0.000000
## 10117  NorthAmerica  <=50K         0.000000         0.000000
## 10125  NorthAmerica  <=50K         0.000000         0.000000
## 10132  NorthAmerica  <=50K         0.000000         0.000000
## 10133  NorthAmerica  <=50K         0.000000         0.000000
## 10139  NorthAmerica  <=50K         0.000000         0.000000
## 10148  NorthAmerica  <=50K         0.000000         0.000000
## 10150   USTerritory  <=50K         0.000000         0.000000
## 10154  NorthAmerica  <=50K         0.000000         0.000000
## 10157  NorthAmerica  <=50K         0.000000         0.000000
## 10158  NorthAmerica  <=50K         0.000000         0.000000
## 10184  NorthAmerica  <=50K         0.000000         0.000000
## 10189         EAsia   >50K         0.000000         0.000000
## 10190  NorthAmerica   >50K         0.000000         0.000000
## 10194  NorthAmerica  <=50K         0.000000         0.000000
## 10201  NorthAmerica  <=50K         0.000000         0.000000
## 10203  NorthAmerica   >50K         0.000000         0.000000
## 10214  NorthAmerica  <=50K         0.000000         0.000000
## 10215  NorthAmerica  <=50K         0.000000         0.000000
## 10223  NorthAmerica  <=50K         0.000000         0.000000
## 10225  NorthAmerica  <=50K         0.000000         0.000000
## 10227  NorthAmerica  <=50K         0.000000         0.000000
## 10229  NorthAmerica  <=50K         0.000000         0.000000
## 10233  NorthAmerica  <=50K         0.000000         0.000000
## 10236  NorthAmerica  <=50K         0.000000         0.000000
## 10240  NorthAmerica  <=50K         0.000000         0.000000
## 10256  NorthAmerica   >50K         0.000000         0.000000
## 10258  NorthAmerica  <=50K         0.000000         0.000000
## 10259  NorthAmerica  <=50K         0.000000         0.000000
## 10267  NorthAmerica  <=50K         0.000000         0.000000
## 10268  NorthAmerica   >50K         0.000000         0.000000
## 10269  NorthAmerica   >50K         0.000000         7.551187
## 10276  NorthAmerica  <=50K         0.000000         0.000000
## 10278  NorthAmerica  <=50K         0.000000         7.372118
## 10279  NorthAmerica  <=50K         0.000000         0.000000
## 10281  NorthAmerica  <=50K         0.000000         0.000000
## 10285  NorthAmerica   >50K         0.000000         0.000000
## 10288  NorthAmerica  <=50K         0.000000         0.000000
## 10299  NorthAmerica  <=50K         0.000000         0.000000
## 10302  NorthAmerica  <=50K         0.000000         0.000000
## 10306         SAsia  <=50K         0.000000         0.000000
## 10314  NorthAmerica  <=50K         0.000000         0.000000
## 10319  NorthAmerica   >50K         0.000000         0.000000
## 10327  NorthAmerica  <=50K         0.000000         0.000000
## 10333  NorthAmerica  <=50K         0.000000         0.000000
## 10335  NorthAmerica  <=50K         0.000000         0.000000
## 10336         EAsia  <=50K         0.000000         0.000000
## 10344  CentrAmerica  <=50K         0.000000         7.420579
## 10351  NorthAmerica  <=50K         0.000000         0.000000
## 10365  NorthAmerica  <=50K         0.000000         0.000000
## 10369  NorthAmerica   >50K         0.000000         0.000000
## 10376  NorthAmerica  <=50K         0.000000         0.000000
## 10389  NorthAmerica  <=50K         0.000000         0.000000
## 10397  NorthAmerica  <=50K         0.000000         0.000000
## 10401  NorthAmerica  <=50K         0.000000         0.000000
## 10404  CentrAmerica  <=50K         0.000000         0.000000
## 10419  NorthAmerica  <=50K         0.000000         0.000000
## 10421  NorthAmerica  <=50K         0.000000         0.000000
## 10427  NorthAmerica  <=50K         0.000000         0.000000
## 10429  NorthAmerica  <=50K         0.000000         0.000000
## 10430  NorthAmerica   >50K         0.000000         0.000000
## 10433  NorthAmerica  <=50K         0.000000         0.000000
## 10441  NorthAmerica  <=50K         0.000000         0.000000
## 10446  NorthAmerica   >50K         0.000000         0.000000
## 10453  NorthAmerica  <=50K         0.000000         0.000000
## 10456  NorthAmerica   >50K         9.906084         0.000000
## 10459   USTerritory   >50K         0.000000         0.000000
## 10463  NorthAmerica  <=50K         0.000000         0.000000
## 10467  NorthAmerica  <=50K         0.000000         0.000000
## 10475  NorthAmerica  <=50K         0.000000         0.000000
## 10486  NorthAmerica  <=50K         0.000000         7.379632
## 10487  NorthAmerica  <=50K         0.000000         0.000000
## 10490  NorthAmerica  <=50K         8.519989         0.000000
## 10496  NorthAmerica  <=50K         0.000000         0.000000
## 10516  NorthAmerica  <=50K         0.000000         0.000000
## 10523  NorthAmerica  <=50K         0.000000         0.000000
## 10530  NorthAmerica   >50K         0.000000         0.000000
## 10538  NorthAmerica  <=50K         0.000000         0.000000
## 10541  NorthAmerica   >50K         0.000000         0.000000
## 10546  SouthAmerica   >50K         9.147081         0.000000
## 10551  NorthAmerica   >50K         0.000000         0.000000
## 10556  NorthAmerica  <=50K         0.000000         0.000000
## 10565  NorthAmerica  <=50K         0.000000         7.626570
## 10569  NorthAmerica  <=50K         0.000000         0.000000
## 10578  NorthAmerica  <=50K         0.000000         0.000000
## 10581  NorthAmerica   >50K         0.000000         0.000000
## 10591         SAsia   >50K         0.000000         0.000000
## 10596  NorthAmerica  <=50K         0.000000         0.000000
## 10603  NorthAmerica  <=50K         0.000000         0.000000
## 10613  NorthAmerica  <=50K         0.000000         7.722678
## 10624  NorthAmerica  <=50K         0.000000         0.000000
## 10629  NorthAmerica  <=50K         0.000000         0.000000
## 10635  CentrAmerica  <=50K         0.000000         0.000000
## 10641  NorthAmerica  <=50K         0.000000         0.000000
## 10652  NorthAmerica  <=50K         0.000000         0.000000
## 10655  NorthAmerica  <=50K         0.000000         0.000000
## 10665  NorthAmerica  <=50K         0.000000         0.000000
## 10667  NorthAmerica  <=50K         0.000000         0.000000
## 10677  NorthAmerica  <=50K         0.000000         0.000000
## 10678  NorthAmerica  <=50K         0.000000         0.000000
## 10679  NorthAmerica  <=50K         0.000000         0.000000
## 10681  NorthAmerica  <=50K         0.000000         0.000000
## 10685  NorthAmerica  <=50K         8.209308         0.000000
## 10689  NorthAmerica  <=50K         7.697575         0.000000
## 10696  NorthAmerica  <=50K         0.000000         0.000000
## 10699  NorthAmerica  <=50K         0.000000         0.000000
## 10719  NorthAmerica  <=50K         0.000000         0.000000
## 10720  NorthAmerica   >50K         8.947546         0.000000
## 10729  NorthAmerica  <=50K         0.000000         0.000000
## 10731  NorthAmerica  <=50K         0.000000         0.000000
## 10735  NorthAmerica  <=50K         0.000000         0.000000
## 10737         SAsia   >50K         0.000000         0.000000
## 10743  NorthAmerica  <=50K         0.000000         0.000000
## 10750  NorthAmerica  <=50K         0.000000         0.000000
## 10752  NorthAmerica  <=50K         0.000000         0.000000
## 10756  NorthAmerica  <=50K         0.000000         0.000000
## 10757  NorthAmerica  <=50K         0.000000         7.379632
## 10768  NorthAmerica   >50K         0.000000         0.000000
## 10773  SouthAmerica  <=50K         0.000000         0.000000
## 10776  NorthAmerica  <=50K         0.000000         0.000000
## 10780  NorthAmerica  <=50K         0.000000         0.000000
## 10786  NorthAmerica  <=50K         0.000000         0.000000
## 10791  NorthAmerica   >50K         0.000000         0.000000
## 10795  NorthAmerica  <=50K         0.000000         0.000000
## 10815  NorthAmerica   >50K         0.000000         0.000000
## 10822  NorthAmerica  <=50K         0.000000         0.000000
## 10827  NorthAmerica  <=50K         0.000000         0.000000
## 10828  NorthAmerica  <=50K         0.000000         0.000000
## 10830  NorthAmerica   >50K         8.040447         0.000000
## 10833  NorthAmerica  <=50K         0.000000         0.000000
## 10834  NorthAmerica  <=50K         7.685703         0.000000
## 10836         EAsia  <=50K         0.000000         0.000000
## 10838  SouthAmerica  <=50K         0.000000         0.000000
## 10840  NorthAmerica  <=50K         0.000000         0.000000
## 10847  NorthAmerica  <=50K         0.000000         0.000000
## 10849  NorthAmerica   >50K        11.512925         0.000000
## 10852  NorthAmerica  <=50K         0.000000         0.000000
## 10867  NorthAmerica   >50K         0.000000         0.000000
## 10869  NorthAmerica  <=50K         0.000000         0.000000
## 10872  NorthAmerica  <=50K         0.000000         0.000000
## 10876  NorthAmerica  <=50K         0.000000         0.000000
## 10878  NorthAmerica  <=50K         0.000000         0.000000
## 10881  NorthAmerica  <=50K         8.393216         0.000000
## 10883  NorthAmerica   >50K         0.000000         7.522400
## 10915  NorthAmerica  <=50K         0.000000         0.000000
## 10918  NorthAmerica  <=50K         0.000000         0.000000
## 10919        Europe  <=50K         0.000000         0.000000
## 10921  NorthAmerica   >50K         0.000000         0.000000
## 10927  NorthAmerica  <=50K         0.000000         0.000000
## 10929  NorthAmerica  <=50K         0.000000         0.000000
## 10930  NorthAmerica  <=50K         0.000000         0.000000
## 10932  NorthAmerica  <=50K         0.000000         0.000000
## 10940  NorthAmerica  <=50K         0.000000         0.000000
## 10942  NorthAmerica  <=50K         0.000000         0.000000
## 10954  NorthAmerica   >50K         0.000000         0.000000
## 10965  NorthAmerica   >50K        11.512925         0.000000
## 10971  NorthAmerica  <=50K         0.000000         0.000000
## 10976  NorthAmerica  <=50K         0.000000         0.000000
## 10977  NorthAmerica  <=50K         0.000000         0.000000
## 10979  NorthAmerica   >50K         0.000000         0.000000
## 10986  NorthAmerica  <=50K         0.000000         0.000000
## 10996  NorthAmerica  <=50K         0.000000         0.000000
## 11009  NorthAmerica  <=50K         8.093768         0.000000
## 11019  NorthAmerica  <=50K         0.000000         0.000000
## 11023  NorthAmerica  <=50K         0.000000         0.000000
## 11025  NorthAmerica  <=50K         0.000000         0.000000
## 11030  NorthAmerica  <=50K         0.000000         0.000000
## 11039  NorthAmerica  <=50K         0.000000         0.000000
## 11041  NorthAmerica   >50K         9.617471         0.000000
## 11044  NorthAmerica  <=50K         0.000000         6.882437
## 11048  NorthAmerica  <=50K         0.000000         7.388946
## 11050  NorthAmerica  <=50K         0.000000         0.000000
## 11083        Europe   >50K         0.000000         0.000000
## 11092  NorthAmerica   >50K         0.000000         7.522400
## 11094        Europe   >50K         0.000000         7.589842
## 11096  NorthAmerica  <=50K         0.000000         0.000000
## 11097  NorthAmerica  <=50K         0.000000         0.000000
## 11102  NorthAmerica  <=50K         0.000000         0.000000
## 11103  NorthAmerica   >50K         0.000000         0.000000
## 11108  NorthAmerica   >50K         0.000000         7.551187
## 11110  NorthAmerica  <=50K         0.000000         0.000000
## 11118  NorthAmerica  <=50K         0.000000         0.000000
## 11123  NorthAmerica  <=50K         7.652546         0.000000
## 11124  NorthAmerica  <=50K         0.000000         0.000000
## 11127  NorthAmerica   >50K         0.000000         7.722678
## 11134  NorthAmerica  <=50K         0.000000         0.000000
## 11135         EAsia  <=50K         8.413831         0.000000
## 11136  NorthAmerica  <=50K         0.000000         0.000000
## 11142  NorthAmerica  <=50K         0.000000         0.000000
## 11143  NorthAmerica  <=50K         0.000000         0.000000
## 11148  CentrAmerica   >50K         0.000000         0.000000
## 11149  NorthAmerica  <=50K         0.000000         0.000000
## 11154  NorthAmerica   >50K         0.000000         0.000000
## 11157  NorthAmerica  <=50K         8.209308         0.000000
## 11159  NorthAmerica  <=50K         0.000000         0.000000
## 11171  NorthAmerica   >50K         0.000000         0.000000
## 11173  NorthAmerica  <=50K         0.000000         0.000000
## 11176  NorthAmerica  <=50K         0.000000         0.000000
## 11180  NorthAmerica  <=50K         0.000000         0.000000
## 11182  NorthAmerica  <=50K         0.000000         0.000000
## 11189         EAsia  <=50K         0.000000         0.000000
## 11190  NorthAmerica   >50K         0.000000         0.000000
## 11196  NorthAmerica   >50K         0.000000         0.000000
## 11199  NorthAmerica  <=50K         0.000000         0.000000
## 11209  NorthAmerica  <=50K         0.000000         0.000000
## 11212  NorthAmerica   >50K         0.000000         0.000000
## 11219  NorthAmerica  <=50K         0.000000         0.000000
## 11220  NorthAmerica  <=50K         9.265491         0.000000
## 11226  NorthAmerica  <=50K         0.000000         0.000000
## 11235  NorthAmerica  <=50K         0.000000         0.000000
## 11241  NorthAmerica   >50K         0.000000         0.000000
## 11247  NorthAmerica   >50K         0.000000         0.000000
## 11256  NorthAmerica  <=50K         0.000000         7.626570
## 11258  NorthAmerica  <=50K         0.000000         0.000000
## 11260  NorthAmerica  <=50K         0.000000         0.000000
## 11269  NorthAmerica  <=50K         0.000000         0.000000
## 11288  NorthAmerica  <=50K         0.000000         0.000000
## 11289  CentrAmerica  <=50K         0.000000         0.000000
## 11302  NorthAmerica   >50K         8.947546         0.000000
## 11303  NorthAmerica  <=50K         0.000000         0.000000
## 11305  CentrAmerica  <=50K         0.000000         0.000000
## 11310  NorthAmerica   >50K         0.000000         0.000000
## 11315  NorthAmerica   >50K         0.000000         7.551187
## 11318  NorthAmerica  <=50K         0.000000         0.000000
## 11330  NorthAmerica   >50K         0.000000         0.000000
## 11337   USTerritory  <=50K         0.000000         7.372118
## 11341  NorthAmerica  <=50K         0.000000         0.000000
## 11345  NorthAmerica  <=50K         0.000000         0.000000
## 11349  NorthAmerica  <=50K         0.000000         0.000000
## 11360  NorthAmerica   >50K         0.000000         0.000000
## 11375  SouthAmerica  <=50K         0.000000         0.000000
## 11379  NorthAmerica  <=50K         0.000000         0.000000
## 11388  NorthAmerica  <=50K         0.000000         0.000000
## 11391  NorthAmerica  <=50K         0.000000         0.000000
## 11392  NorthAmerica  <=50K         0.000000         0.000000
## 11397  NorthAmerica  <=50K         8.444838         0.000000
## 11398  NorthAmerica  <=50K         0.000000         0.000000
## 11399  NorthAmerica   >50K         0.000000         0.000000
## 11400  NorthAmerica  <=50K         0.000000         0.000000
## 11401  NorthAmerica  <=50K         0.000000         0.000000
## 11412  NorthAmerica  <=50K         0.000000         0.000000
## 11418  NorthAmerica  <=50K         0.000000         0.000000
## 11419  NorthAmerica  <=50K         7.049255         0.000000
## 11420  NorthAmerica   >50K         0.000000         0.000000
## 11433  NorthAmerica  <=50K         0.000000         0.000000
## 11435  NorthAmerica   >50K         0.000000         0.000000
## 11443  NorthAmerica  <=50K         0.000000         6.781058
## 11448  NorthAmerica  <=50K         0.000000         0.000000
## 11454  NorthAmerica   >50K         0.000000         0.000000
## 11456  NorthAmerica  <=50K         0.000000         0.000000
## 11478  CentrAmerica  <=50K         0.000000         0.000000
## 11481  NorthAmerica  <=50K         0.000000         0.000000
## 11483  NorthAmerica  <=50K         0.000000         0.000000
## 11494  NorthAmerica  <=50K         0.000000         0.000000
## 11495  NorthAmerica   >50K         0.000000         0.000000
## 11502  NorthAmerica  <=50K         0.000000         0.000000
## 11507  NorthAmerica  <=50K         0.000000         0.000000
## 11518  NorthAmerica  <=50K         0.000000         0.000000
## 11524  NorthAmerica  <=50K         0.000000         0.000000
## 11526  NorthAmerica   >50K         0.000000         7.843064
## 11532  NorthAmerica  <=50K         0.000000         0.000000
## 11534  NorthAmerica  <=50K         0.000000         0.000000
## 11535  NorthAmerica  <=50K         0.000000         0.000000
## 11543  NorthAmerica  <=50K         0.000000         0.000000
## 11551  NorthAmerica  <=50K         0.000000         0.000000
## 11552  NorthAmerica  <=50K         0.000000         0.000000
## 11553  NorthAmerica  <=50K         0.000000         0.000000
## 11571  NorthAmerica  <=50K         0.000000         0.000000
## 11573  NorthAmerica  <=50K         0.000000         0.000000
## 11576  NorthAmerica  <=50K         0.000000         0.000000
## 11577  NorthAmerica   >50K         0.000000         0.000000
## 11583  NorthAmerica   >50K         8.895493         0.000000
## 11584  NorthAmerica  <=50K         0.000000         0.000000
## 11592  NorthAmerica  <=50K         0.000000         0.000000
## 11595  NorthAmerica  <=50K         0.000000         0.000000
## 11597  NorthAmerica   >50K         0.000000         0.000000
## 11600  NorthAmerica  <=50K         0.000000         0.000000
## 11601  NorthAmerica   >50K         8.040447         0.000000
## 11605  NorthAmerica   >50K         0.000000         0.000000
## 11614  NorthAmerica   >50K         0.000000         0.000000
## 11617  NorthAmerica   >50K         0.000000         0.000000
## 11620  NorthAmerica   >50K         0.000000         0.000000
## 11622  NorthAmerica  <=50K         0.000000         0.000000
## 11624  NorthAmerica  <=50K         0.000000         0.000000
## 11627  NorthAmerica  <=50K         0.000000         0.000000
## 11631  NorthAmerica  <=50K         0.000000         0.000000
## 11637  NorthAmerica  <=50K         0.000000         0.000000
## 11639  NorthAmerica   >50K         0.000000         0.000000
## 11644  NorthAmerica  <=50K         0.000000         0.000000
## 11646  NorthAmerica  <=50K         0.000000         0.000000
## 11648  CentrAmerica  <=50K         8.135054         0.000000
## 11653  CentrAmerica   >50K         9.617471         0.000000
## 11654  NorthAmerica  <=50K         0.000000         0.000000
## 11656  NorthAmerica  <=50K         0.000000         0.000000
## 11665  NorthAmerica  <=50K         0.000000         0.000000
## 11667  NorthAmerica  <=50K         0.000000         0.000000
## 11670  NorthAmerica  <=50K         8.109526         0.000000
## 11672  NorthAmerica  <=50K         0.000000         0.000000
## 11673        Europe  <=50K         0.000000         0.000000
## 11690  NorthAmerica  <=50K         8.150468         0.000000
## 11697  NorthAmerica  <=50K         0.000000         0.000000
## 11698  NorthAmerica  <=50K         0.000000         0.000000
## 11703  NorthAmerica  <=50K         0.000000         0.000000
## 11705  NorthAmerica  <=50K         0.000000         0.000000
## 11707  NorthAmerica   >50K         0.000000         0.000000
## 11708  NorthAmerica  <=50K         0.000000         0.000000
## 11709  NorthAmerica  <=50K         0.000000         7.601902
## 11714  NorthAmerica  <=50K         0.000000         0.000000
## 11720  NorthAmerica  <=50K         0.000000         0.000000
## 11731  NorthAmerica  <=50K         0.000000         0.000000
## 11743  NorthAmerica  <=50K         0.000000         0.000000
## 11745  NorthAmerica   >50K         0.000000         0.000000
## 11751  NorthAmerica  <=50K         0.000000         0.000000
## 11752  NorthAmerica  <=50K         0.000000         0.000000
## 11762  NorthAmerica   >50K         0.000000         0.000000
## 11767  NorthAmerica  <=50K         0.000000         0.000000
## 11769  NorthAmerica  <=50K         0.000000         0.000000
## 11776  NorthAmerica  <=50K         0.000000         0.000000
## 11781  NorthAmerica   >50K         0.000000         0.000000
## 11791  NorthAmerica  <=50K         0.000000         0.000000
## 11792  NorthAmerica  <=50K         0.000000         0.000000
## 11803  NorthAmerica  <=50K         0.000000         0.000000
## 11804  NorthAmerica  <=50K         0.000000         0.000000
## 11813  NorthAmerica  <=50K         0.000000         0.000000
## 11821  NorthAmerica  <=50K         0.000000         0.000000
## 11823  NorthAmerica  <=50K         0.000000         0.000000
## 11828  NorthAmerica  <=50K         0.000000         0.000000
## 11831  NorthAmerica  <=50K         0.000000         0.000000
## 11832        Europe   >50K         0.000000         0.000000
## 11835  NorthAmerica  <=50K         0.000000         0.000000
## 11841  NorthAmerica  <=50K         0.000000         0.000000
## 11843  NorthAmerica   >50K         0.000000         0.000000
## 11844  NorthAmerica  <=50K         0.000000         0.000000
## 11850  NorthAmerica  <=50K         0.000000         0.000000
## 11852  NorthAmerica  <=50K         0.000000         0.000000
## 11854  NorthAmerica   >50K         0.000000         0.000000
## 11856  NorthAmerica  <=50K         0.000000         0.000000
## 11857  NorthAmerica   >50K         0.000000         0.000000
## 11860  NorthAmerica  <=50K         0.000000         0.000000
## 11863  NorthAmerica  <=50K         0.000000         0.000000
## 11864  NorthAmerica  <=50K         0.000000         0.000000
## 11877  NorthAmerica  <=50K         0.000000         0.000000
## 11894  NorthAmerica  <=50K         0.000000         0.000000
## 11897  NorthAmerica   >50K         0.000000         0.000000
## 11904  NorthAmerica  <=50K         7.619233         0.000000
## 11905  NorthAmerica   >50K         0.000000         7.589842
## 11907  NorthAmerica   >50K         0.000000         0.000000
## 11908  NorthAmerica  <=50K         0.000000         0.000000
## 11913  NorthAmerica  <=50K         0.000000         0.000000
## 11921  NorthAmerica   >50K         0.000000         7.551187
## 11927  NorthAmerica  <=50K         0.000000         0.000000
## 11933  NorthAmerica  <=50K         0.000000         0.000000
## 11937  NorthAmerica  <=50K         0.000000         0.000000
## 11939  NorthAmerica  <=50K         0.000000         0.000000
## 11948  NorthAmerica  <=50K         0.000000         0.000000
## 11957  NorthAmerica  <=50K         0.000000         0.000000
## 11977  NorthAmerica   >50K        11.512925         0.000000
## 11978  NorthAmerica  <=50K         0.000000         0.000000
## 11982  NorthAmerica   >50K         0.000000         7.589842
## 11985  NorthAmerica   >50K         0.000000         0.000000
## 12000  NorthAmerica   >50K         0.000000         0.000000
## 12006  NorthAmerica   >50K         0.000000         0.000000
## 12008  NorthAmerica  <=50K         0.000000         0.000000
## 12014  NorthAmerica  <=50K         0.000000         0.000000
## 12015  NorthAmerica  <=50K         0.000000         0.000000
## 12020  NorthAmerica  <=50K         0.000000         0.000000
## 12037  NorthAmerica  <=50K         0.000000         0.000000
## 12057  NorthAmerica  <=50K         0.000000         0.000000
## 12060  NorthAmerica  <=50K         0.000000         0.000000
## 12067  NorthAmerica   >50K         0.000000         0.000000
## 12070  NorthAmerica  <=50K         0.000000         0.000000
## 12082  NorthAmerica  <=50K         0.000000         0.000000
## 12089  NorthAmerica  <=50K         0.000000         0.000000
## 12094  SouthAmerica   >50K        11.512925         0.000000
## 12108  NorthAmerica  <=50K         0.000000         0.000000
## 12111  NorthAmerica   >50K         0.000000         0.000000
## 12114  NorthAmerica   >50K         0.000000         0.000000
## 12117  NorthAmerica  <=50K         8.310169         0.000000
## 12127  NorthAmerica  <=50K         0.000000         0.000000
## 12130  NorthAmerica  <=50K         0.000000         0.000000
## 12134  NorthAmerica   >50K         0.000000         0.000000
## 12135  NorthAmerica  <=50K         0.000000         0.000000
## 12136  NorthAmerica  <=50K         0.000000         0.000000
## 12138  NorthAmerica  <=50K         7.522400         0.000000
## 12143  NorthAmerica  <=50K         0.000000         0.000000
## 12149  NorthAmerica   >50K         0.000000         7.543273
## 12150  NorthAmerica  <=50K         0.000000         0.000000
## 12153  NorthAmerica   >50K         8.040447         0.000000
## 12156  NorthAmerica  <=50K         0.000000         7.537430
## 12164  NorthAmerica   >50K         0.000000         0.000000
## 12173  CentrAmerica  <=50K         0.000000         0.000000
## 12175  NorthAmerica   >50K         0.000000         7.522400
## 12179  NorthAmerica  <=50K         0.000000         0.000000
## 12182  NorthAmerica  <=50K         0.000000         0.000000
## 12191  NorthAmerica   >50K         0.000000         0.000000
## 12193  NorthAmerica   >50K         0.000000         0.000000
## 12205  NorthAmerica   >50K         0.000000         0.000000
## 12208  NorthAmerica   >50K         9.617471         0.000000
## 12210  NorthAmerica  <=50K         0.000000         0.000000
## 12222  NorthAmerica  <=50K         0.000000         0.000000
## 12233  NorthAmerica   >50K         9.617471         0.000000
## 12234  NorthAmerica  <=50K         0.000000         0.000000
## 12237  NorthAmerica  <=50K         0.000000         0.000000
## 12240  NorthAmerica  <=50K         0.000000         0.000000
## 12241  NorthAmerica  <=50K         0.000000         0.000000
## 12244  NorthAmerica  <=50K         0.000000         0.000000
## 12247  NorthAmerica   >50K         0.000000         0.000000
## 12254  NorthAmerica  <=50K         0.000000         0.000000
## 12260   USTerritory  <=50K         0.000000         0.000000
## 12261  CentrAmerica  <=50K         0.000000         0.000000
## 12263  SouthAmerica   >50K         0.000000         0.000000
## 12264  CentrAmerica  <=50K         0.000000         0.000000
## 12268        Europe   >50K         0.000000         0.000000
## 12276  NorthAmerica  <=50K         0.000000         0.000000
## 12278  NorthAmerica  <=50K         0.000000         0.000000
## 12279  NorthAmerica  <=50K         0.000000         0.000000
## 12285  NorthAmerica  <=50K         0.000000         0.000000
## 12287  NorthAmerica   >50K         0.000000         0.000000
## 12290  NorthAmerica  <=50K         0.000000         0.000000
## 12291  NorthAmerica  <=50K         0.000000         0.000000
## 12292  NorthAmerica  <=50K         0.000000         0.000000
## 12294  NorthAmerica  <=50K         0.000000         0.000000
## 12300  NorthAmerica   >50K         0.000000         7.303843
## 12303  NorthAmerica  <=50K         0.000000         0.000000
## 12312  NorthAmerica   >50K         8.895493         0.000000
## 12315  NorthAmerica   >50K         0.000000         0.000000
## 12332  NorthAmerica  <=50K         0.000000         0.000000
## 12334  NorthAmerica  <=50K         0.000000         0.000000
## 12339        Europe   >50K         0.000000         0.000000
## 12340  NorthAmerica  <=50K         0.000000         0.000000
## 12349  NorthAmerica   >50K         0.000000         0.000000
## 12356  NorthAmerica   >50K         8.947546         0.000000
## 12362  NorthAmerica  <=50K         0.000000         0.000000
## 12372  NorthAmerica  <=50K         0.000000         0.000000
## 12381  NorthAmerica  <=50K         0.000000         0.000000
## 12383  NorthAmerica  <=50K         0.000000         0.000000
## 12385        Europe  <=50K         0.000000         0.000000
## 12396  NorthAmerica  <=50K         0.000000         0.000000
## 12406  NorthAmerica  <=50K         0.000000         0.000000
## 12411  NorthAmerica  <=50K         0.000000         0.000000
## 12416  NorthAmerica  <=50K         0.000000         7.450080
## 12419  NorthAmerica  <=50K         0.000000         0.000000
## 12424  CentrAmerica  <=50K         0.000000         0.000000
## 12426  NorthAmerica  <=50K         0.000000         0.000000
## 12430  NorthAmerica   >50K         0.000000         0.000000
## 12432  NorthAmerica  <=50K         0.000000         0.000000
## 12434  NorthAmerica   >50K         0.000000         0.000000
## 12436  NorthAmerica   >50K         0.000000         7.543273
## 12439         EAsia  <=50K         0.000000         0.000000
## 12447  NorthAmerica   >50K         0.000000         0.000000
## 12455  NorthAmerica  <=50K         7.764296         0.000000
## 12456  NorthAmerica  <=50K         8.519989         0.000000
## 12459  NorthAmerica  <=50K         0.000000         0.000000
## 12464  NorthAmerica   >50K         0.000000         0.000000
## 12474  NorthAmerica  <=50K         0.000000         0.000000
## 12475  NorthAmerica  <=50K         0.000000         0.000000
## 12480  NorthAmerica   >50K         0.000000         0.000000
## 12487  NorthAmerica   >50K         0.000000         7.543273
## 12501  SouthAmerica  <=50K         0.000000         0.000000
## 12503  NorthAmerica  <=50K         0.000000         0.000000
## 12505  NorthAmerica   >50K         0.000000         0.000000
## 12507        Europe   >50K         0.000000         0.000000
## 12510  NorthAmerica  <=50K         0.000000         0.000000
## 12515  NorthAmerica  <=50K         0.000000         0.000000
## 12518  NorthAmerica  <=50K         0.000000         0.000000
## 12520  NorthAmerica   >50K         9.061260         0.000000
## 12548  NorthAmerica   >50K         0.000000         0.000000
## 12549  NorthAmerica  <=50K         0.000000         0.000000
## 12550  NorthAmerica  <=50K         0.000000         0.000000
## 12552  NorthAmerica  <=50K         0.000000         0.000000
## 12556  NorthAmerica   >50K         0.000000         0.000000
## 12568  NorthAmerica   >50K         8.895493         0.000000
## 12569  NorthAmerica   >50K         0.000000         0.000000
## 12575  NorthAmerica  <=50K         0.000000         0.000000
## 12579  NorthAmerica  <=50K         8.271037         0.000000
## 12582  NorthAmerica  <=50K         0.000000         0.000000
## 12586  NorthAmerica  <=50K         0.000000         0.000000
## 12589  NorthAmerica  <=50K         0.000000         0.000000
## 12594  NorthAmerica  <=50K         0.000000         0.000000
## 12598  NorthAmerica   >50K         8.895493         0.000000
## 12601  NorthAmerica   >50K         0.000000         8.211754
## 12606  NorthAmerica   >50K         0.000000         0.000000
## 12619  NorthAmerica  <=50K         0.000000         0.000000
## 12620  CentrAmerica  <=50K         0.000000         0.000000
## 12630  NorthAmerica  <=50K         0.000000         0.000000
## 12645  NorthAmerica  <=50K         8.604471         0.000000
## 12648  NorthAmerica  <=50K         0.000000         0.000000
## 12649  NorthAmerica  <=50K         0.000000         0.000000
## 12654  NorthAmerica  <=50K         0.000000         0.000000
## 12661  NorthAmerica  <=50K         0.000000         0.000000
## 12671  NorthAmerica  <=50K         0.000000         0.000000
## 12681  NorthAmerica   >50K         0.000000         0.000000
## 12683  NorthAmerica  <=50K         0.000000         0.000000
## 12695  NorthAmerica  <=50K         0.000000         0.000000
## 12702  SouthAmerica  <=50K         0.000000         0.000000
## 12704  NorthAmerica  <=50K         0.000000         0.000000
## 12706  NorthAmerica  <=50K         0.000000         0.000000
## 12708  NorthAmerica  <=50K         0.000000         0.000000
## 12714  NorthAmerica  <=50K         0.000000         0.000000
## 12718  NorthAmerica  <=50K         0.000000         0.000000
## 12722  NorthAmerica   >50K         0.000000         0.000000
## 12724  NorthAmerica   >50K         0.000000         0.000000
## 12727  NorthAmerica  <=50K         0.000000         0.000000
## 12728  NorthAmerica  <=50K         0.000000         0.000000
## 12730  NorthAmerica  <=50K         0.000000         0.000000
## 12736  NorthAmerica  <=50K         0.000000         0.000000
## 12740  NorthAmerica   >50K         0.000000         0.000000
## 12754  NorthAmerica  <=50K         0.000000         0.000000
## 12756  NorthAmerica  <=50K         0.000000         0.000000
## 12761  NorthAmerica  <=50K         0.000000         0.000000
## 12767  NorthAmerica  <=50K         0.000000         0.000000
## 12773        Europe  <=50K         0.000000         0.000000
## 12784  CentrAmerica  <=50K         0.000000         0.000000
## 12786        Europe  <=50K         0.000000         0.000000
## 12797  NorthAmerica  <=50K         0.000000         0.000000
## 12798  NorthAmerica  <=50K         0.000000         0.000000
## 12799  NorthAmerica  <=50K         0.000000         0.000000
## 12805  NorthAmerica   >50K         0.000000         0.000000
## 12811  NorthAmerica  <=50K         0.000000         0.000000
## 12813  NorthAmerica  <=50K         0.000000         0.000000
## 12815  NorthAmerica   >50K         0.000000         0.000000
## 12816  NorthAmerica  <=50K         0.000000         0.000000
## 12817        Europe  <=50K         0.000000         0.000000
## 12826  NorthAmerica  <=50K         6.388561         0.000000
## 12832  NorthAmerica   >50K         0.000000         0.000000
## 12838  NorthAmerica   >50K         0.000000         0.000000
## 12846  NorthAmerica  <=50K         0.000000         0.000000
## 12848  NorthAmerica   >50K         0.000000         0.000000
## 12852  NorthAmerica  <=50K         0.000000         0.000000
## 12861  NorthAmerica  <=50K         8.051341         0.000000
## 12862  NorthAmerica  <=50K         0.000000         0.000000
## 12868  NorthAmerica   >50K         0.000000         0.000000
## 12873  NorthAmerica   >50K         0.000000         0.000000
## 12880  NorthAmerica   >50K         0.000000         0.000000
## 12886  NorthAmerica  <=50K         0.000000         0.000000
## 12890  NorthAmerica   >50K         8.895493         0.000000
## 12896  NorthAmerica   >50K         0.000000         0.000000
## 12899  NorthAmerica   >50K         0.000000         0.000000
## 12901  NorthAmerica  <=50K         8.386401         0.000000
## 12907  NorthAmerica   >50K         9.617471         0.000000
## 12914         EAsia  <=50K         0.000000         0.000000
## 12920  NorthAmerica  <=50K         0.000000         0.000000
## 12921  NorthAmerica   >50K         0.000000         0.000000
## 12925  NorthAmerica   >50K         0.000000         0.000000
## 12926  NorthAmerica  <=50K         0.000000         0.000000
## 12927  NorthAmerica  <=50K         0.000000         0.000000
## 12930  NorthAmerica  <=50K         8.832004         0.000000
## 12936   USTerritory  <=50K         0.000000         0.000000
## 12942  NorthAmerica  <=50K         0.000000         0.000000
## 12957  NorthAmerica  <=50K         0.000000         0.000000
## 12959  NorthAmerica  <=50K         0.000000         0.000000
## 12963  NorthAmerica   >50K         0.000000         0.000000
## 12967  NorthAmerica  <=50K         0.000000         0.000000
## 12971  NorthAmerica   >50K         0.000000         0.000000
## 12980  NorthAmerica   >50K         0.000000         7.589842
## 12992  NorthAmerica  <=50K         7.068172         0.000000
## 13005  NorthAmerica  <=50K         0.000000         0.000000
## 13006  NorthAmerica   >50K         9.617471         0.000000
## 13012  NorthAmerica  <=50K         0.000000         0.000000
## 13016  NorthAmerica   >50K         0.000000         0.000000
## 13019  NorthAmerica  <=50K         0.000000         7.537430
## 13026  NorthAmerica  <=50K         0.000000         0.000000
## 13029  NorthAmerica  <=50K         0.000000         0.000000
## 13031  NorthAmerica  <=50K         0.000000         0.000000
## 13035  NorthAmerica  <=50K         0.000000         0.000000
## 13040  NorthAmerica   >50K         0.000000         0.000000
## 13053  NorthAmerica  <=50K         0.000000         0.000000
## 13057  NorthAmerica   >50K         0.000000         0.000000
## 13058  NorthAmerica  <=50K         0.000000         0.000000
## 13061  NorthAmerica  <=50K         0.000000         0.000000
## 13062  NorthAmerica  <=50K         0.000000         0.000000
## 13068  NorthAmerica  <=50K         0.000000         0.000000
## 13069  NorthAmerica  <=50K         0.000000         7.409742
## 13081  NorthAmerica  <=50K         0.000000         0.000000
## 13086  NorthAmerica  <=50K         0.000000         0.000000
## 13091  NorthAmerica  <=50K         0.000000         0.000000
## 13099  NorthAmerica  <=50K         0.000000         0.000000
## 13106  NorthAmerica  <=50K         0.000000         0.000000
## 13111  NorthAmerica  <=50K         0.000000         0.000000
## 13118  CentrAmerica  <=50K         7.975221         0.000000
## 13120  NorthAmerica  <=50K         0.000000         0.000000
## 13129  NorthAmerica   >50K         8.552367         0.000000
## 13138  NorthAmerica  <=50K         0.000000         0.000000
## 13139  NorthAmerica  <=50K         0.000000         0.000000
## 13142  NorthAmerica  <=50K         0.000000         0.000000
## 13167  NorthAmerica   >50K         8.947546         0.000000
## 13168  NorthAmerica  <=50K         0.000000         0.000000
## 13169  NorthAmerica  <=50K         0.000000         0.000000
## 13172  NorthAmerica  <=50K         0.000000         0.000000
## 13185  NorthAmerica  <=50K         0.000000         0.000000
## 13198  NorthAmerica   >50K         0.000000         0.000000
## 13219  NorthAmerica  <=50K         0.000000         0.000000
## 13227  NorthAmerica  <=50K         0.000000         0.000000
## 13229  NorthAmerica   >50K         0.000000         0.000000
## 13232  NorthAmerica  <=50K         0.000000         0.000000
## 13233  NorthAmerica  <=50K         0.000000         0.000000
## 13239  NorthAmerica   >50K         0.000000         0.000000
## 13242  NorthAmerica   >50K         0.000000         0.000000
## 13243  NorthAmerica  <=50K         0.000000         0.000000
## 13244  NorthAmerica  <=50K         0.000000         0.000000
## 13245         EAsia  <=50K         0.000000         0.000000
## 13246  NorthAmerica  <=50K         0.000000         0.000000
## 13253  NorthAmerica   >50K         8.947546         0.000000
## 13263  NorthAmerica   >50K         0.000000         7.551187
## 13264  NorthAmerica  <=50K         0.000000         0.000000
## 13268  NorthAmerica   >50K         0.000000         0.000000
## 13269  NorthAmerica  <=50K         0.000000         0.000000
## 13272  NorthAmerica  <=50K         0.000000         0.000000
## 13273  NorthAmerica   >50K         0.000000         0.000000
## 13274  NorthAmerica  <=50K         0.000000         0.000000
## 13280  NorthAmerica  <=50K         0.000000         0.000000
## 13281  NorthAmerica  <=50K         0.000000         0.000000
## 13283  NorthAmerica  <=50K         0.000000         0.000000
## 13297  NorthAmerica  <=50K         0.000000         0.000000
## 13299  NorthAmerica  <=50K         0.000000         0.000000
## 13304        Europe   >50K         0.000000         0.000000
## 13307  NorthAmerica  <=50K         0.000000         0.000000
## 13309  NorthAmerica   >50K         0.000000         0.000000
## 13310  NorthAmerica  <=50K         0.000000         0.000000
## 13312  NorthAmerica  <=50K         0.000000         0.000000
## 13317  NorthAmerica  <=50K         0.000000         0.000000
## 13319  NorthAmerica  <=50K         0.000000         0.000000
## 13321  NorthAmerica  <=50K         0.000000         0.000000
## 13324  NorthAmerica  <=50K         0.000000         0.000000
## 13326  NorthAmerica  <=50K         0.000000         0.000000
## 13328  NorthAmerica  <=50K         0.000000         0.000000
## 13329  NorthAmerica  <=50K         0.000000         7.757906
## 13331  NorthAmerica  <=50K         0.000000         0.000000
## 13343  NorthAmerica  <=50K         0.000000         0.000000
## 13353  NorthAmerica   >50K         0.000000         0.000000
## 13356  NorthAmerica  <=50K         0.000000         0.000000
## 13372  NorthAmerica  <=50K         0.000000         0.000000
## 13376  NorthAmerica  <=50K         0.000000         0.000000
## 13379  NorthAmerica  <=50K         0.000000         0.000000
## 13387  NorthAmerica  <=50K         0.000000         0.000000
## 13393  NorthAmerica  <=50K         0.000000         0.000000
## 13399  NorthAmerica  <=50K         0.000000         0.000000
## 13405  NorthAmerica  <=50K         0.000000         0.000000
## 13419  NorthAmerica  <=50K         0.000000         0.000000
## 13421  NorthAmerica  <=50K         0.000000         0.000000
## 13422  NorthAmerica  <=50K         0.000000         0.000000
## 13436  NorthAmerica  <=50K         0.000000         0.000000
## 13442  NorthAmerica  <=50K         0.000000         0.000000
## 13446  NorthAmerica  <=50K         0.000000         0.000000
## 13455  NorthAmerica  <=50K         0.000000         7.420579
## 13459  CentrAmerica  <=50K         0.000000         0.000000
## 13461  NorthAmerica   >50K         0.000000         0.000000
## 13463  NorthAmerica  <=50K         0.000000         0.000000
## 13466  NorthAmerica  <=50K         0.000000         0.000000
## 13467  NorthAmerica   >50K         9.617471         0.000000
## 13469         EAsia  <=50K         0.000000         0.000000
## 13475  NorthAmerica  <=50K         0.000000         0.000000
## 13485  NorthAmerica  <=50K         0.000000         0.000000
## 13487  NorthAmerica  <=50K         0.000000         0.000000
## 13493  NorthAmerica  <=50K         0.000000         0.000000
## 13496  NorthAmerica  <=50K         0.000000         0.000000
## 13499  NorthAmerica   >50K         0.000000         0.000000
## 13509  NorthAmerica  <=50K         0.000000         0.000000
## 13518  NorthAmerica  <=50K         0.000000         0.000000
## 13523  NorthAmerica  <=50K         0.000000         0.000000
## 13532  NorthAmerica  <=50K         0.000000         0.000000
## 13537  NorthAmerica  <=50K         0.000000         0.000000
## 13550  NorthAmerica  <=50K         0.000000         0.000000
## 13554  NorthAmerica  <=50K         0.000000         0.000000
## 13556  NorthAmerica   >50K         8.947546         0.000000
## 13572  NorthAmerica  <=50K         0.000000         0.000000
## 13574  NorthAmerica  <=50K         0.000000         0.000000
## 13575  NorthAmerica  <=50K         0.000000         0.000000
## 13582  NorthAmerica  <=50K         0.000000         0.000000
## 13584  NorthAmerica  <=50K         0.000000         0.000000
## 13593  NorthAmerica  <=50K         0.000000         0.000000
## 13595  CentrAmerica   >50K         0.000000         0.000000
## 13600  NorthAmerica   >50K         0.000000         0.000000
## 13603  NorthAmerica  <=50K         0.000000         0.000000
## 13607  NorthAmerica  <=50K         0.000000         0.000000
## 13610  NorthAmerica  <=50K         0.000000         0.000000
## 13617  NorthAmerica   >50K         0.000000         0.000000
## 13635  NorthAmerica  <=50K         7.786552         0.000000
## 13636  NorthAmerica  <=50K         0.000000         0.000000
## 13639  NorthAmerica  <=50K         0.000000         0.000000
## 13640  NorthAmerica   >50K         8.895493         0.000000
## 13644  NorthAmerica  <=50K         0.000000         0.000000
## 13651  NorthAmerica   >50K         0.000000         0.000000
## 13662  NorthAmerica   >50K         0.000000         0.000000
## 13673  NorthAmerica  <=50K         0.000000         0.000000
## 13675  NorthAmerica   >50K         0.000000         0.000000
## 13681  NorthAmerica  <=50K         0.000000         0.000000
## 13700  SouthAmerica  <=50K         0.000000         0.000000
## 13701  NorthAmerica  <=50K         0.000000         0.000000
## 13703  NorthAmerica  <=50K         0.000000         0.000000
## 13710  NorthAmerica  <=50K         0.000000         0.000000
## 13715  NorthAmerica   >50K         8.895493         0.000000
## 13721  NorthAmerica  <=50K         0.000000         0.000000
## 13745  NorthAmerica  <=50K         0.000000         0.000000
## 13755  NorthAmerica   >50K         0.000000         7.801800
## 13756  NorthAmerica  <=50K         0.000000         0.000000
## 13758  NorthAmerica  <=50K         0.000000         0.000000
## 13760  CentrAmerica  <=50K         0.000000         0.000000
## 13762  NorthAmerica  <=50K         0.000000         0.000000
## 13763  NorthAmerica   >50K         8.947546         0.000000
## 13764  NorthAmerica  <=50K         0.000000         7.365180
## 13766  NorthAmerica  <=50K         0.000000         0.000000
## 13783  NorthAmerica   >50K         0.000000         0.000000
## 13788  NorthAmerica   >50K         0.000000         0.000000
## 13791  NorthAmerica  <=50K         0.000000         7.602401
## 13794  NorthAmerica  <=50K         0.000000         0.000000
## 13805  NorthAmerica  <=50K         0.000000         0.000000
## 13815  NorthAmerica  <=50K         0.000000         0.000000
## 13816  NorthAmerica  <=50K         0.000000         0.000000
## 13821  CentrAmerica  <=50K         0.000000         0.000000
## 13824  NorthAmerica  <=50K         0.000000         0.000000
## 13834  NorthAmerica  <=50K         0.000000         0.000000
## 13835  NorthAmerica  <=50K         0.000000         0.000000
## 13842  NorthAmerica   >50K         0.000000         0.000000
## 13844  NorthAmerica  <=50K         0.000000         0.000000
## 13849  NorthAmerica  <=50K         0.000000         0.000000
## 13852  NorthAmerica  <=50K         0.000000         0.000000
## 13858  NorthAmerica  <=50K         0.000000         0.000000
## 13859        Europe   >50K         0.000000         0.000000
## 13864  NorthAmerica  <=50K         0.000000         0.000000
## 13870  NorthAmerica  <=50K         0.000000         0.000000
## 13875  NorthAmerica   >50K         0.000000         0.000000
## 13876  NorthAmerica  <=50K         0.000000         0.000000
## 13877  NorthAmerica  <=50K         0.000000         0.000000
## 13883  NorthAmerica  <=50K         0.000000         0.000000
## 13885  NorthAmerica  <=50K         0.000000         0.000000
## 13888  CentrAmerica  <=50K         0.000000         0.000000
## 13894  NorthAmerica  <=50K         0.000000         0.000000
## 13897  NorthAmerica   >50K         9.617471         0.000000
## 13901  NorthAmerica  <=50K         0.000000         0.000000
## 13902  NorthAmerica  <=50K         0.000000         0.000000
## 13907  NorthAmerica  <=50K         0.000000         0.000000
## 13922  NorthAmerica   >50K         0.000000         0.000000
## 13923  NorthAmerica   >50K         8.947546         0.000000
## 13925  NorthAmerica   >50K         0.000000         0.000000
## 13934  SouthAmerica  <=50K         0.000000         0.000000
## 13935  NorthAmerica  <=50K         0.000000         0.000000
## 13936  NorthAmerica  <=50K         0.000000         0.000000
## 13938  NorthAmerica  <=50K         0.000000         0.000000
## 13939  NorthAmerica  <=50K         0.000000         0.000000
## 13945  NorthAmerica   >50K         0.000000         0.000000
## 13948  NorthAmerica   >50K         8.947546         0.000000
## 13949  NorthAmerica  <=50K         0.000000         0.000000
## 13951  NorthAmerica  <=50K         0.000000         0.000000
## 13955  NorthAmerica   >50K         0.000000         0.000000
## 13956  NorthAmerica   >50K         0.000000         0.000000
## 13957  NorthAmerica  <=50K         0.000000         0.000000
## 13965   USTerritory  <=50K         0.000000         0.000000
## 13971   USTerritory  <=50K         0.000000         0.000000
## 13978  NorthAmerica  <=50K         0.000000         0.000000
## 13982  NorthAmerica  <=50K         0.000000         0.000000
## 13985  NorthAmerica  <=50K         0.000000         0.000000
## 13988  NorthAmerica  <=50K         0.000000         0.000000
## 13991  NorthAmerica  <=50K         0.000000         0.000000
## 13992  NorthAmerica   >50K         0.000000         0.000000
## 13997  NorthAmerica  <=50K         0.000000         0.000000
## 13998  NorthAmerica   >50K        11.512925         0.000000
## 14005  NorthAmerica   >50K         8.040447         0.000000
## 14006  NorthAmerica  <=50K         0.000000         0.000000
## 14007  NorthAmerica  <=50K         0.000000         0.000000
## 14008  NorthAmerica  <=50K         0.000000         0.000000
## 14014  NorthAmerica  <=50K         0.000000         0.000000
## 14017  NorthAmerica   >50K         0.000000         0.000000
## 14021  NorthAmerica  <=50K         0.000000         0.000000
## 14026  NorthAmerica  <=50K         0.000000         0.000000
## 14033  NorthAmerica  <=50K         0.000000         0.000000
## 14037  NorthAmerica   >50K         0.000000         0.000000
## 14042         SAsia  <=50K         0.000000         0.000000
## 14044  CentrAmerica  <=50K         0.000000         0.000000
## 14051  NorthAmerica  <=50K         0.000000         0.000000
## 14053  NorthAmerica  <=50K         0.000000         0.000000
## 14059  CentrAmerica  <=50K         0.000000         0.000000
## 14079  NorthAmerica  <=50K         0.000000         0.000000
## 14080  NorthAmerica  <=50K         7.684784         0.000000
## 14090  NorthAmerica  <=50K         0.000000         0.000000
## 14091  NorthAmerica  <=50K         7.948032         0.000000
## 14095  NorthAmerica  <=50K         0.000000         0.000000
## 14103  CentrAmerica  <=50K         0.000000         0.000000
## 14106  NorthAmerica  <=50K         0.000000         0.000000
## 14111  NorthAmerica  <=50K         0.000000         0.000000
## 14118  NorthAmerica   >50K        11.512925         0.000000
## 14122  NorthAmerica  <=50K         0.000000         0.000000
## 14125  NorthAmerica  <=50K         0.000000         0.000000
## 14129  NorthAmerica   >50K         0.000000         0.000000
## 14138  NorthAmerica  <=50K         0.000000         0.000000
## 14144  NorthAmerica   >50K         0.000000         0.000000
## 14149  NorthAmerica   >50K         0.000000         7.789869
## 14155  NorthAmerica   >50K         0.000000         0.000000
## 14159  NorthAmerica  <=50K         0.000000         0.000000
## 14161  NorthAmerica  <=50K         0.000000         0.000000
## 14163  NorthAmerica  <=50K         0.000000         0.000000
## 14168  NorthAmerica  <=50K         0.000000         0.000000
## 14179  NorthAmerica  <=50K         0.000000         0.000000
## 14180  NorthAmerica  <=50K         7.049255         0.000000
## 14190  NorthAmerica  <=50K         0.000000         0.000000
## 14197  NorthAmerica  <=50K         0.000000         0.000000
## 14198  NorthAmerica   >50K         0.000000         0.000000
## 14202  NorthAmerica  <=50K         7.049255         0.000000
## 14211  NorthAmerica   >50K         0.000000         0.000000
## 14217  NorthAmerica  <=50K         0.000000         0.000000
## 14218  NorthAmerica   >50K         0.000000         0.000000
## 14219  NorthAmerica  <=50K         0.000000         0.000000
## 14222  NorthAmerica  <=50K         8.519989         0.000000
## 14223  NorthAmerica  <=50K         0.000000         0.000000
## 14224  NorthAmerica  <=50K         0.000000         0.000000
## 14228  NorthAmerica  <=50K         0.000000         7.379632
## 14229  NorthAmerica   >50K         0.000000         0.000000
## 14230  NorthAmerica   >50K         0.000000         0.000000
## 14233  NorthAmerica  <=50K         0.000000         0.000000
## 14248  NorthAmerica  <=50K         0.000000         0.000000
## 14259  NorthAmerica  <=50K         0.000000         0.000000
## 14264  NorthAmerica   >50K         0.000000         0.000000
## 14273  NorthAmerica  <=50K         0.000000         0.000000
## 14282  NorthAmerica  <=50K         0.000000         0.000000
## 14283  NorthAmerica   >50K         0.000000         0.000000
## 14285  NorthAmerica  <=50K         0.000000         0.000000
## 14286  NorthAmerica   >50K         8.552367         0.000000
## 14298  NorthAmerica  <=50K         0.000000         0.000000
## 14302  NorthAmerica  <=50K         0.000000         0.000000
## 14309  NorthAmerica  <=50K         0.000000         0.000000
## 14312  NorthAmerica  <=50K         0.000000         0.000000
## 14314  NorthAmerica  <=50K         0.000000         0.000000
## 14315  NorthAmerica   >50K         0.000000         7.551187
## 14321  NorthAmerica   >50K         0.000000         0.000000
## 14323  NorthAmerica  <=50K         0.000000         0.000000
## 14325  NorthAmerica  <=50K         0.000000         0.000000
## 14326  NorthAmerica  <=50K         8.271037         0.000000
## 14346  NorthAmerica   >50K         8.552367         0.000000
## 14347  NorthAmerica   >50K         0.000000         0.000000
## 14348  NorthAmerica  <=50K         0.000000         0.000000
## 14351  NorthAmerica  <=50K         0.000000         0.000000
## 14355  NorthAmerica  <=50K         0.000000         0.000000
## 14359  NorthAmerica  <=50K         0.000000         0.000000
## 14366  NorthAmerica  <=50K         0.000000         0.000000
## 14378  NorthAmerica  <=50K         0.000000         0.000000
## 14384  NorthAmerica  <=50K         0.000000         0.000000
## 14385  NorthAmerica   >50K         0.000000         0.000000
## 14387  NorthAmerica  <=50K         0.000000         0.000000
## 14398  NorthAmerica  <=50K         0.000000         0.000000
## 14404  NorthAmerica   >50K         0.000000         0.000000
## 14409  NorthAmerica  <=50K         0.000000         7.316548
## 14411  CentrAmerica   >50K         0.000000         0.000000
## 14416  NorthAmerica   >50K         0.000000         0.000000
## 14421  NorthAmerica   >50K         8.895493         0.000000
## 14430  NorthAmerica  <=50K         0.000000         0.000000
## 14434  NorthAmerica   >50K         0.000000         0.000000
## 14435  NorthAmerica  <=50K         0.000000         0.000000
## 14437  SouthAmerica  <=50K         0.000000         0.000000
## 14440  NorthAmerica  <=50K         0.000000         0.000000
## 14441  NorthAmerica   >50K         0.000000         0.000000
## 14459  NorthAmerica  <=50K         0.000000         0.000000
## 14473  NorthAmerica  <=50K         0.000000         0.000000
## 14475  NorthAmerica   >50K         0.000000         0.000000
## 14476  NorthAmerica  <=50K         0.000000         0.000000
## 14479  NorthAmerica  <=50K         0.000000         0.000000
## 14494  NorthAmerica  <=50K         0.000000         0.000000
## 14503        Europe  <=50K         0.000000         0.000000
## 14504  NorthAmerica  <=50K         0.000000         0.000000
## 14511  NorthAmerica  <=50K         0.000000         0.000000
## 14513  NorthAmerica  <=50K         0.000000         0.000000
## 14522  NorthAmerica  <=50K         0.000000         0.000000
## 14524  NorthAmerica   >50K         0.000000         0.000000
## 14526  NorthAmerica  <=50K         0.000000         0.000000
## 14533  NorthAmerica  <=50K         0.000000         0.000000
## 14536  NorthAmerica  <=50K         0.000000         0.000000
## 14542  NorthAmerica  <=50K         0.000000         0.000000
## 14544         EAsia  <=50K         7.684784         0.000000
## 14548  NorthAmerica  <=50K         0.000000         0.000000
## 14552  NorthAmerica  <=50K         0.000000         0.000000
## 14554  NorthAmerica  <=50K         0.000000         0.000000
## 14561  NorthAmerica   >50K         8.895493         0.000000
## 14564  NorthAmerica  <=50K         0.000000         0.000000
## 14576  NorthAmerica  <=50K         0.000000         0.000000
## 14577  NorthAmerica  <=50K         0.000000         0.000000
## 14579  NorthAmerica  <=50K         0.000000         0.000000
## 14580  NorthAmerica   >50K        11.512925         0.000000
## 14585  CentrAmerica   >50K         0.000000         0.000000
## 14588  NorthAmerica  <=50K         0.000000         0.000000
## 14605  NorthAmerica  <=50K         0.000000         0.000000
## 14607  NorthAmerica  <=50K         8.519989         0.000000
## 14618  NorthAmerica   >50K         0.000000         7.522400
## 14620  NorthAmerica  <=50K         0.000000         0.000000
## 14622  NorthAmerica  <=50K         0.000000         0.000000
## 14625  NorthAmerica   >50K         9.261129         0.000000
## 14631  NorthAmerica  <=50K         0.000000         0.000000
## 14632  NorthAmerica  <=50K         0.000000         0.000000
## 14638  NorthAmerica  <=50K         0.000000         0.000000
## 14654  NorthAmerica  <=50K         0.000000         0.000000
## 14656  NorthAmerica   >50K         0.000000         0.000000
## 14657  NorthAmerica   >50K         0.000000         0.000000
## 14659  NorthAmerica   >50K         0.000000         0.000000
## 14660  NorthAmerica  <=50K         0.000000         0.000000
## 14661  NorthAmerica  <=50K         0.000000         0.000000
## 14665  NorthAmerica  <=50K         0.000000         0.000000
## 14667  NorthAmerica  <=50K         0.000000         0.000000
## 14676  NorthAmerica  <=50K         0.000000         0.000000
## 14678  NorthAmerica  <=50K         0.000000         0.000000
## 14679  NorthAmerica  <=50K         0.000000         0.000000
## 14684  NorthAmerica  <=50K         0.000000         0.000000
## 14685  NorthAmerica   >50K         0.000000         0.000000
## 14698  NorthAmerica  <=50K         0.000000         0.000000
## 14699         SAsia  <=50K         0.000000         0.000000
## 14701  NorthAmerica  <=50K         0.000000         0.000000
## 14705  NorthAmerica  <=50K         8.150468         0.000000
## 14706        Europe  <=50K         0.000000         0.000000
## 14710  NorthAmerica  <=50K         0.000000         0.000000
## 14712  NorthAmerica  <=50K         0.000000         0.000000
## 14714  NorthAmerica  <=50K         7.605890         0.000000
## 14715  NorthAmerica   >50K         0.000000         0.000000
## 14717  NorthAmerica  <=50K         0.000000         0.000000
## 14718  NorthAmerica   >50K         0.000000         0.000000
## 14721  NorthAmerica  <=50K         0.000000         0.000000
## 14729  NorthAmerica   >50K         0.000000         0.000000
## 14731  NorthAmerica  <=50K         0.000000         0.000000
## 14733  NorthAmerica  <=50K         0.000000         0.000000
## 14734  NorthAmerica   >50K         0.000000         0.000000
## 14738  NorthAmerica   >50K         0.000000         0.000000
## 14742  NorthAmerica   >50K         8.040447         0.000000
## 14745  NorthAmerica  <=50K         0.000000         0.000000
## 14749  NorthAmerica  <=50K         0.000000         0.000000
## 14750  NorthAmerica  <=50K         0.000000         0.000000
## 14771  NorthAmerica  <=50K         0.000000         0.000000
## 14779  NorthAmerica  <=50K         0.000000         0.000000
## 14785  NorthAmerica  <=50K         0.000000         0.000000
## 14800  NorthAmerica  <=50K         0.000000         0.000000
## 14804  NorthAmerica  <=50K         0.000000         0.000000
## 14807  NorthAmerica  <=50K         0.000000         0.000000
## 14810        Europe  <=50K         7.697575         0.000000
## 14811  NorthAmerica  <=50K         0.000000         0.000000
## 14830  NorthAmerica  <=50K         0.000000         0.000000
## 14832  NorthAmerica  <=50K         0.000000         0.000000
## 14834  NorthAmerica  <=50K         0.000000         7.250636
## 14838  NorthAmerica  <=50K         0.000000         0.000000
## 14852  NorthAmerica  <=50K         0.000000         0.000000
## 14862  NorthAmerica   >50K         9.617471         0.000000
## 14866  NorthAmerica  <=50K         0.000000         0.000000
## 14871  NorthAmerica  <=50K         0.000000         0.000000
## 14874  NorthAmerica  <=50K         0.000000         0.000000
## 14880  NorthAmerica  <=50K         0.000000         0.000000
## 14887  NorthAmerica  <=50K         0.000000         0.000000
## 14893  NorthAmerica  <=50K         0.000000         0.000000
## 14909         EAsia  <=50K         0.000000         0.000000
## 14913  NorthAmerica  <=50K         0.000000         0.000000
## 14915  NorthAmerica  <=50K         0.000000         0.000000
## 14917  NorthAmerica   >50K         8.895493         0.000000
## 14926  NorthAmerica   >50K         0.000000         0.000000
## 14928         EAsia  <=50K         0.000000         0.000000
## 14930  NorthAmerica   >50K         0.000000         0.000000
## 14931  NorthAmerica  <=50K         0.000000         0.000000
## 14935  NorthAmerica  <=50K         0.000000         0.000000
## 14940  NorthAmerica  <=50K         0.000000         0.000000
## 14956  NorthAmerica  <=50K         0.000000         0.000000
## 14970  NorthAmerica  <=50K         0.000000         0.000000
## 14975  CentrAmerica  <=50K         0.000000         0.000000
## 14977  NorthAmerica  <=50K         0.000000         0.000000
## 14979  NorthAmerica  <=50K         0.000000         0.000000
## 14983  NorthAmerica  <=50K         0.000000         0.000000
## 14987  NorthAmerica  <=50K         0.000000         0.000000
## 14989  NorthAmerica  <=50K         0.000000         7.420579
## 14992  NorthAmerica   >50K         8.040447         0.000000
## 14995  NorthAmerica  <=50K         0.000000         0.000000
## 14997        Europe  <=50K         0.000000         0.000000
## 15039  NorthAmerica  <=50K         0.000000         0.000000
## 15042  NorthAmerica  <=50K         0.000000         0.000000
## 15043  NorthAmerica  <=50K         0.000000         0.000000
## 15045  NorthAmerica  <=50K         8.779250         0.000000
## 15049  NorthAmerica  <=50K         0.000000         0.000000
## 15051  NorthAmerica  <=50K         0.000000         0.000000
## 15054  NorthAmerica  <=50K         0.000000         0.000000
## 15055  NorthAmerica  <=50K         0.000000         0.000000
## 15060  NorthAmerica  <=50K         0.000000         0.000000
## 15061  NorthAmerica  <=50K         0.000000         0.000000
## 15064  NorthAmerica  <=50K         0.000000         0.000000
## 15067  NorthAmerica  <=50K         0.000000         0.000000
## 15070  NorthAmerica  <=50K         0.000000         0.000000
## 15071  NorthAmerica   >50K         0.000000         0.000000
## 15073  NorthAmerica  <=50K         0.000000         0.000000
## 15079  NorthAmerica  <=50K         0.000000         0.000000
## 15088  NorthAmerica   >50K         0.000000         0.000000
## 15089  NorthAmerica  <=50K         0.000000         0.000000
## 15090  NorthAmerica   >50K         0.000000         0.000000
## 15097  NorthAmerica  <=50K         0.000000         0.000000
## 15098  NorthAmerica  <=50K         0.000000         0.000000
## 15110  NorthAmerica  <=50K         0.000000         0.000000
## 15122  NorthAmerica   >50K         8.895493         0.000000
## 15124  NorthAmerica  <=50K         0.000000         0.000000
## 15126  NorthAmerica   >50K         8.895493         0.000000
## 15133  NorthAmerica   >50K         9.514216         0.000000
## 15135  NorthAmerica  <=50K         0.000000         0.000000
## 15138  NorthAmerica  <=50K         0.000000         0.000000
## 15142  NorthAmerica   >50K         0.000000         0.000000
## 15145  NorthAmerica  <=50K         0.000000         0.000000
## 15151  NorthAmerica  <=50K         0.000000         0.000000
## 15167  NorthAmerica  <=50K         0.000000         0.000000
## 15171  NorthAmerica  <=50K         0.000000         0.000000
## 15172  NorthAmerica  <=50K         0.000000         0.000000
## 15187  NorthAmerica   >50K         0.000000         0.000000
## 15196  NorthAmerica  <=50K         0.000000         0.000000
## 15199  NorthAmerica  <=50K         0.000000         0.000000
## 15205        Europe   >50K         0.000000         0.000000
## 15229   USTerritory  <=50K         0.000000         0.000000
## 15237  NorthAmerica  <=50K         0.000000         0.000000
## 15239  NorthAmerica  <=50K         0.000000         0.000000
## 15243  NorthAmerica   >50K         0.000000         0.000000
## 15244  NorthAmerica  <=50K         0.000000         0.000000
## 15246  NorthAmerica  <=50K         0.000000         0.000000
## 15261  NorthAmerica  <=50K         0.000000         0.000000
## 15262  NorthAmerica   >50K         0.000000         0.000000
## 15266  NorthAmerica  <=50K         0.000000         0.000000
## 15268  NorthAmerica  <=50K         0.000000         0.000000
## 15269  NorthAmerica  <=50K         0.000000         0.000000
## 15271  NorthAmerica  <=50K         0.000000         0.000000
## 15273  NorthAmerica  <=50K         0.000000         0.000000
## 15274  NorthAmerica  <=50K         0.000000         0.000000
## 15277  NorthAmerica  <=50K         0.000000         0.000000
## 15282  NorthAmerica  <=50K         0.000000         0.000000
## 15286  NorthAmerica  <=50K         0.000000         0.000000
## 15291  NorthAmerica   >50K         0.000000         0.000000
## 15303  NorthAmerica  <=50K         0.000000         0.000000
## 15310  NorthAmerica  <=50K         0.000000         0.000000
## 15316  NorthAmerica   >50K         8.947546         0.000000
## 15324  NorthAmerica  <=50K         0.000000         0.000000
## 15331  NorthAmerica  <=50K         0.000000         7.422374
## 15332  NorthAmerica   >50K         9.261129         0.000000
## 15334  NorthAmerica  <=50K         0.000000         0.000000
## 15342  NorthAmerica   >50K         0.000000         0.000000
## 15344  NorthAmerica   >50K         0.000000         0.000000
## 15348  NorthAmerica   >50K         0.000000         0.000000
## 15349  NorthAmerica  <=50K         0.000000         0.000000
## 15350  NorthAmerica   >50K         8.947546         0.000000
## 15352  NorthAmerica  <=50K         0.000000         0.000000
## 15356  NorthAmerica  <=50K         0.000000         0.000000
## 15358  NorthAmerica  <=50K         0.000000         0.000000
## 15362  NorthAmerica  <=50K         0.000000         0.000000
## 15364  NorthAmerica  <=50K         0.000000         0.000000
## 15370  NorthAmerica   >50K         0.000000         0.000000
## 15375  NorthAmerica  <=50K         0.000000         0.000000
## 15397  NorthAmerica  <=50K         0.000000         0.000000
## 15401  NorthAmerica  <=50K         7.513164         0.000000
## 15404         EAsia  <=50K         0.000000         0.000000
## 15407  NorthAmerica  <=50K         0.000000         0.000000
## 15413  NorthAmerica  <=50K         0.000000         0.000000
## 15416  NorthAmerica   >50K         0.000000         0.000000
## 15423  NorthAmerica  <=50K         0.000000         0.000000
## 15435  NorthAmerica  <=50K         8.137103         0.000000
## 15439  NorthAmerica  <=50K         0.000000         0.000000
## 15444         EAsia  <=50K         7.967627         0.000000
## 15449  NorthAmerica  <=50K         0.000000         0.000000
## 15450  NorthAmerica  <=50K         0.000000         0.000000
## 15452  NorthAmerica  <=50K         0.000000         0.000000
## 15456  NorthAmerica   >50K         0.000000         0.000000
## 15468  NorthAmerica   >50K         0.000000         0.000000
## 15470  NorthAmerica  <=50K         0.000000         0.000000
## 15471  NorthAmerica   >50K         8.895493         0.000000
## 15473  NorthAmerica  <=50K         0.000000         0.000000
## 15478  NorthAmerica   >50K         0.000000         0.000000
## 15480  NorthAmerica  <=50K         0.000000         0.000000
## 15482  NorthAmerica   >50K         0.000000         7.551187
## 15491  NorthAmerica  <=50K         0.000000         0.000000
## 15492  NorthAmerica  <=50K         0.000000         0.000000
## 15496  NorthAmerica   >50K         8.947546         0.000000
## 15503  NorthAmerica  <=50K         0.000000         0.000000
## 15514  NorthAmerica   >50K         0.000000         0.000000
## 15531  NorthAmerica  <=50K         0.000000         0.000000
## 15532  NorthAmerica  <=50K         0.000000         0.000000
## 15536  NorthAmerica  <=50K         0.000000         0.000000
## 15547  NorthAmerica   >50K         0.000000         0.000000
## 15558  NorthAmerica  <=50K         0.000000         0.000000
## 15572  NorthAmerica  <=50K         0.000000         0.000000
## 15581  SouthAmerica  <=50K         0.000000         0.000000
## 15585        Europe  <=50K         0.000000         0.000000
## 15586  NorthAmerica  <=50K         0.000000         6.781058
## 15591  NorthAmerica   >50K         0.000000         0.000000
## 15596  NorthAmerica   >50K         0.000000         0.000000
## 15599  NorthAmerica  <=50K         0.000000         0.000000
## 15610  CentrAmerica  <=50K         0.000000         0.000000
## 15612  NorthAmerica  <=50K         0.000000         0.000000
## 15616  NorthAmerica  <=50K         0.000000         0.000000
## 15617  NorthAmerica  <=50K         0.000000         0.000000
## 15628  NorthAmerica   >50K         0.000000         0.000000
## 15629  NorthAmerica  <=50K         0.000000         0.000000
## 15630  NorthAmerica   >50K         0.000000         0.000000
## 15634  NorthAmerica   >50K         0.000000         0.000000
## 15653  NorthAmerica  <=50K         0.000000         0.000000
## 15654  NorthAmerica  <=50K         0.000000         0.000000
## 15672  NorthAmerica  <=50K         7.948032         0.000000
## 15674  NorthAmerica  <=50K         0.000000         0.000000
## 15675  NorthAmerica  <=50K         0.000000         0.000000
## 15678  NorthAmerica  <=50K         0.000000         0.000000
## 15686  NorthAmerica  <=50K         0.000000         0.000000
## 15690  NorthAmerica   >50K         0.000000         0.000000
## 15699         SAsia  <=50K         0.000000         0.000000
## 15716  NorthAmerica  <=50K         0.000000         0.000000
## 15719  NorthAmerica   >50K         0.000000         0.000000
## 15721  NorthAmerica  <=50K         0.000000         0.000000
## 15723  NorthAmerica  <=50K         0.000000         0.000000
## 15732  NorthAmerica   >50K         0.000000         7.543273
## 15739  NorthAmerica   >50K         0.000000         0.000000
## 15746  NorthAmerica   >50K         9.552866         0.000000
## 15749  NorthAmerica  <=50K         0.000000         0.000000
## 15751  NorthAmerica  <=50K         0.000000         0.000000
## 15757  NorthAmerica  <=50K         7.684784         0.000000
## 15762  NorthAmerica  <=50K         0.000000         0.000000
## 15767  NorthAmerica  <=50K         0.000000         0.000000
## 15774  NorthAmerica  <=50K         0.000000         0.000000
## 15777  NorthAmerica  <=50K         0.000000         0.000000
## 15783  NorthAmerica  <=50K         0.000000         0.000000
## 15784  NorthAmerica   >50K         0.000000         0.000000
## 15785  NorthAmerica  <=50K         0.000000         0.000000
## 15791  NorthAmerica  <=50K         0.000000         0.000000
## 15793  CentrAmerica  <=50K         0.000000         7.303843
## 15797  NorthAmerica  <=50K         6.962243         0.000000
## 15802  NorthAmerica  <=50K         0.000000         0.000000
## 15810  NorthAmerica   >50K         0.000000         0.000000
## 15811  NorthAmerica  <=50K         0.000000         0.000000
## 15816  NorthAmerica  <=50K         0.000000         0.000000
## 15823  NorthAmerica  <=50K         0.000000         0.000000
## 15824  NorthAmerica  <=50K         0.000000         0.000000
## 15825  NorthAmerica  <=50K         0.000000         0.000000
## 15828  NorthAmerica  <=50K         0.000000         0.000000
## 15830  NorthAmerica   >50K         0.000000         0.000000
## 15831  NorthAmerica   >50K         0.000000         0.000000
## 15837        Europe  <=50K         0.000000         0.000000
## 15851  NorthAmerica  <=50K         0.000000         0.000000
## 15857  NorthAmerica  <=50K         0.000000         7.602401
## 15860  NorthAmerica  <=50K         0.000000         0.000000
## 15861  NorthAmerica   >50K         8.767018         0.000000
## 15863  CentrAmerica  <=50K         0.000000         0.000000
## 15872  NorthAmerica  <=50K         0.000000         0.000000
## 15886  NorthAmerica  <=50K         0.000000         0.000000
## 15893        Europe   >50K         0.000000         0.000000
## 15896  NorthAmerica  <=50K         0.000000         0.000000
## 15909  NorthAmerica  <=50K         0.000000         0.000000
## 15926  NorthAmerica  <=50K         0.000000         0.000000
## 15928  NorthAmerica  <=50K         0.000000         0.000000
## 15932  CentrAmerica  <=50K         0.000000         0.000000
## 15938  NorthAmerica  <=50K         0.000000         0.000000
## 15955  NorthAmerica   >50K         0.000000         0.000000
## 15958  NorthAmerica  <=50K         0.000000         0.000000
## 15966  NorthAmerica  <=50K         7.317876         0.000000
## 15970  NorthAmerica  <=50K         0.000000         0.000000
## 15973  NorthAmerica  <=50K         0.000000         0.000000
## 15978  NorthAmerica  <=50K         0.000000         7.316548
## 15993  NorthAmerica  <=50K         0.000000         0.000000
## 16002  NorthAmerica  <=50K         0.000000         0.000000
## 16005  NorthAmerica   >50K         9.061260         0.000000
## 16023  NorthAmerica  <=50K         8.279697         0.000000
## 16024  NorthAmerica  <=50K         0.000000         0.000000
## 16041  NorthAmerica   >50K         0.000000         0.000000
## 16042  NorthAmerica  <=50K         0.000000         0.000000
## 16043  NorthAmerica  <=50K         0.000000         0.000000
## 16051  NorthAmerica   >50K         0.000000         0.000000
## 16055  NorthAmerica   >50K         0.000000         0.000000
## 16058  NorthAmerica  <=50K         0.000000         0.000000
## 16078  NorthAmerica  <=50K         0.000000         0.000000
## 16081  NorthAmerica  <=50K         0.000000         0.000000
## 16103  NorthAmerica   >50K         0.000000         0.000000
## 16111  NorthAmerica  <=50K         0.000000         7.451242
## 16113  NorthAmerica  <=50K         0.000000         0.000000
## 16115  NorthAmerica  <=50K         0.000000         0.000000
## 16119  CentrAmerica  <=50K         0.000000         0.000000
## 16120  NorthAmerica  <=50K         0.000000         0.000000
## 16124  NorthAmerica  <=50K         0.000000         0.000000
## 16130  NorthAmerica  <=50K         0.000000         0.000000
## 16133  NorthAmerica  <=50K         0.000000         0.000000
## 16136  NorthAmerica  <=50K         0.000000         0.000000
## 16140  NorthAmerica   >50K         0.000000         7.789869
## 16143  CentrAmerica  <=50K         0.000000         0.000000
## 16144  NorthAmerica  <=50K         0.000000         0.000000
## 16150  NorthAmerica  <=50K         0.000000         0.000000
## 16154  NorthAmerica  <=50K         0.000000         7.537430
## 16159  NorthAmerica  <=50K         0.000000         0.000000
## 16160  NorthAmerica  <=50K         0.000000         0.000000
## 16168  NorthAmerica   >50K         8.386401         0.000000
## 16172        Europe   >50K         0.000000         0.000000
## 16179  NorthAmerica  <=50K         0.000000         0.000000
## 16200  NorthAmerica  <=50K         0.000000         0.000000
## 16201         EAsia  <=50K         0.000000         0.000000
## 16208  NorthAmerica  <=50K         0.000000         0.000000
## 16217  NorthAmerica  <=50K         0.000000         0.000000
## 16221  NorthAmerica   >50K         8.895493         0.000000
## 16223  NorthAmerica  <=50K         0.000000         0.000000
## 16232  CentrAmerica  <=50K         0.000000         0.000000
## 16237  NorthAmerica  <=50K         0.000000         0.000000
## 16241  NorthAmerica  <=50K         0.000000         0.000000
## 16243  NorthAmerica  <=50K         0.000000         0.000000
## 16248  NorthAmerica  <=50K         0.000000         0.000000
## 16252  NorthAmerica  <=50K         0.000000         0.000000
## 16262  NorthAmerica   >50K         0.000000         0.000000
## 16270  NorthAmerica   >50K         0.000000         0.000000
## 16274  NorthAmerica  <=50K         0.000000         0.000000
## 16279  NorthAmerica  <=50K         0.000000         0.000000
## 16285  NorthAmerica   >50K         0.000000         0.000000
## 16293  SouthAmerica  <=50K         0.000000         0.000000
## 16294  NorthAmerica  <=50K         0.000000         0.000000
## 16295  NorthAmerica  <=50K         7.967627         0.000000
## 16299  NorthAmerica  <=50K         0.000000         0.000000
## 16307  NorthAmerica   >50K         0.000000         7.543273
## 16314  NorthAmerica  <=50K         8.832004         0.000000
## 16315  NorthAmerica  <=50K         0.000000         0.000000
## 16317  NorthAmerica  <=50K         0.000000         0.000000
## 16320  NorthAmerica  <=50K         0.000000         0.000000
## 16321  NorthAmerica   >50K         0.000000         7.543273
## 16328  NorthAmerica  <=50K         0.000000         0.000000
## 16333  NorthAmerica  <=50K         0.000000         0.000000
## 16338  NorthAmerica   >50K         0.000000         0.000000
## 16339  NorthAmerica  <=50K         0.000000         0.000000
## 16346  NorthAmerica   >50K         0.000000         0.000000
## 16347  NorthAmerica  <=50K         0.000000         0.000000
## 16348  NorthAmerica  <=50K         0.000000         0.000000
## 16362        Europe  <=50K         0.000000         0.000000
## 16370  NorthAmerica  <=50K         0.000000         0.000000
## 16373  CentrAmerica   >50K         9.147081         0.000000
## 16379  NorthAmerica  <=50K         0.000000         0.000000
## 16388  NorthAmerica  <=50K         0.000000         0.000000
## 16392         EAsia  <=50K         0.000000         0.000000
## 16396  NorthAmerica  <=50K         0.000000         0.000000
## 16409  NorthAmerica  <=50K         0.000000         0.000000
## 16413  NorthAmerica  <=50K         0.000000         0.000000
## 16416  NorthAmerica  <=50K         0.000000         0.000000
## 16420  NorthAmerica  <=50K         0.000000         0.000000
## 16421  NorthAmerica  <=50K         0.000000         0.000000
## 16425  NorthAmerica  <=50K         0.000000         0.000000
## 16427  NorthAmerica  <=50K         0.000000         0.000000
## 16429  NorthAmerica   >50K         0.000000         0.000000
## 16432  NorthAmerica  <=50K         0.000000         0.000000
## 16433  NorthAmerica  <=50K         0.000000         0.000000
## 16437  NorthAmerica  <=50K         0.000000         0.000000
## 16439  NorthAmerica   >50K         0.000000         0.000000
## 16442  NorthAmerica  <=50K         0.000000         0.000000
## 16446  NorthAmerica  <=50K         0.000000         0.000000
## 16450  NorthAmerica   >50K         0.000000         0.000000
## 16456  NorthAmerica  <=50K         0.000000         7.588324
## 16458  NorthAmerica   >50K         8.895493         0.000000
## 16460  NorthAmerica  <=50K         0.000000         0.000000
## 16471  NorthAmerica   >50K         0.000000         0.000000
## 16472  NorthAmerica  <=50K         0.000000         0.000000
## 16481  NorthAmerica  <=50K         0.000000         0.000000
## 16496  NorthAmerica  <=50K         0.000000         0.000000
## 16506  NorthAmerica  <=50K         0.000000         7.551187
## 16512  NorthAmerica  <=50K         0.000000         0.000000
## 16515  NorthAmerica  <=50K         0.000000         0.000000
## 16519  NorthAmerica   >50K         0.000000         0.000000
## 16523  NorthAmerica  <=50K         0.000000         0.000000
## 16528  NorthAmerica   >50K         0.000000         0.000000
## 16530  NorthAmerica  <=50K         0.000000         0.000000
## 16531  NorthAmerica  <=50K         0.000000         0.000000
## 16534  NorthAmerica  <=50K         0.000000         0.000000
## 16545  NorthAmerica  <=50K         0.000000         0.000000
## 16546  NorthAmerica  <=50K         0.000000         0.000000
## 16549  NorthAmerica  <=50K         0.000000         0.000000
## 16551  NorthAmerica  <=50K         0.000000         0.000000
## 16554  NorthAmerica   >50K         0.000000         0.000000
## 16561  NorthAmerica  <=50K         0.000000         0.000000
## 16562  NorthAmerica  <=50K         0.000000         0.000000
## 16567  NorthAmerica  <=50K         0.000000         0.000000
## 16568  NorthAmerica  <=50K         0.000000         0.000000
## 16569  NorthAmerica  <=50K         0.000000         0.000000
## 16571  NorthAmerica  <=50K         0.000000         0.000000
## 16572  NorthAmerica  <=50K         0.000000         0.000000
## 16574  NorthAmerica  <=50K         0.000000         0.000000
## 16580  NorthAmerica  <=50K         0.000000         0.000000
## 16589  NorthAmerica   >50K         9.906084         0.000000
## 16601  NorthAmerica  <=50K         0.000000         0.000000
## 16602  NorthAmerica   >50K         0.000000         0.000000
## 16603  NorthAmerica  <=50K         0.000000         0.000000
## 16605  NorthAmerica   >50K         8.767018         0.000000
## 16615  NorthAmerica  <=50K         0.000000         0.000000
## 16618  NorthAmerica  <=50K         0.000000         0.000000
## 16623  NorthAmerica   >50K         0.000000         0.000000
## 16625  NorthAmerica  <=50K         0.000000         0.000000
## 16627  NorthAmerica  <=50K         0.000000         0.000000
## 16635  NorthAmerica  <=50K         0.000000         0.000000
## 16636  CentrAmerica   >50K         0.000000         0.000000
## 16643  NorthAmerica  <=50K         0.000000         0.000000
## 16648  CentrAmerica  <=50K         0.000000         0.000000
## 16655  NorthAmerica  <=50K         0.000000         0.000000
## 16661  NorthAmerica  <=50K         0.000000         7.588324
## 16662  NorthAmerica  <=50K         0.000000         0.000000
## 16677  NorthAmerica  <=50K         0.000000         0.000000
## 16679  NorthAmerica  <=50K         0.000000         0.000000
## 16686  NorthAmerica   >50K         0.000000         0.000000
## 16690  NorthAmerica   >50K         0.000000         0.000000
## 16691  NorthAmerica   >50K         0.000000         0.000000
## 16696  NorthAmerica  <=50K         0.000000         0.000000
## 16703  NorthAmerica   >50K         0.000000         0.000000
## 16706        Europe  <=50K         0.000000         0.000000
## 16712  NorthAmerica  <=50K         0.000000         0.000000
## 16714  NorthAmerica  <=50K         0.000000         0.000000
## 16718  NorthAmerica  <=50K         0.000000         0.000000
## 16721  NorthAmerica  <=50K         0.000000         0.000000
## 16746  NorthAmerica  <=50K         0.000000         0.000000
## 16747  NorthAmerica  <=50K         0.000000         0.000000
## 16748  NorthAmerica   >50K         0.000000         0.000000
## 16753  NorthAmerica   >50K         8.947546         0.000000
## 16755  NorthAmerica  <=50K         0.000000         0.000000
## 16757  NorthAmerica  <=50K         0.000000         0.000000
## 16758  NorthAmerica   >50K         0.000000         0.000000
## 16761  NorthAmerica  <=50K         0.000000         0.000000
## 16763  NorthAmerica  <=50K         0.000000         0.000000
## 16765  NorthAmerica  <=50K         0.000000         0.000000
## 16769  NorthAmerica  <=50K         0.000000         0.000000
## 16770  NorthAmerica  <=50K         0.000000         0.000000
## 16782  NorthAmerica  <=50K         0.000000         0.000000
## 16794  NorthAmerica  <=50K         0.000000         0.000000
## 16797  NorthAmerica   >50K         0.000000         0.000000
## 16799  NorthAmerica  <=50K         0.000000         0.000000
## 16801  NorthAmerica  <=50K         0.000000         0.000000
## 16814  NorthAmerica  <=50K         0.000000         0.000000
## 16817        Europe  <=50K         0.000000         0.000000
## 16820  NorthAmerica  <=50K         0.000000         0.000000
## 16837  NorthAmerica  <=50K         0.000000         0.000000
## 16841  NorthAmerica  <=50K         0.000000         0.000000
## 16842  NorthAmerica  <=50K         0.000000         0.000000
## 16844         EAsia  <=50K         0.000000         0.000000
## 16850  NorthAmerica  <=50K         0.000000         0.000000
## 16851  NorthAmerica  <=50K         0.000000         0.000000
## 16857  NorthAmerica   >50K         8.715716         0.000000
## 16858  NorthAmerica  <=50K         0.000000         0.000000
## 16868  NorthAmerica  <=50K         0.000000         0.000000
## 16886  NorthAmerica  <=50K         0.000000         0.000000
## 16891  NorthAmerica  <=50K         0.000000         0.000000
## 16899  NorthAmerica  <=50K         0.000000         0.000000
## 16905  NorthAmerica  <=50K         0.000000         0.000000
## 16911  NorthAmerica   >50K         0.000000         0.000000
## 16923  NorthAmerica   >50K         0.000000         0.000000
## 16927  NorthAmerica  <=50K         0.000000         0.000000
## 16928  NorthAmerica  <=50K         0.000000         0.000000
## 16930  NorthAmerica  <=50K         0.000000         0.000000
## 16938  NorthAmerica  <=50K         0.000000         0.000000
## 16940  NorthAmerica  <=50K         0.000000         0.000000
## 16950  NorthAmerica  <=50K         0.000000         0.000000
## 16955  NorthAmerica  <=50K         0.000000         0.000000
## 16956  NorthAmerica  <=50K         0.000000         0.000000
## 16958  CentrAmerica  <=50K         0.000000         0.000000
## 16965  NorthAmerica   >50K         0.000000         0.000000
## 16966  NorthAmerica   >50K         0.000000         0.000000
## 16971  NorthAmerica   >50K         0.000000         0.000000
## 16976  CentrAmerica  <=50K         0.000000         0.000000
## 16979  NorthAmerica  <=50K         0.000000         0.000000
## 16980  NorthAmerica   >50K         0.000000         0.000000
## 16989  NorthAmerica  <=50K         0.000000         0.000000
## 16992  NorthAmerica   >50K         0.000000         0.000000
## 16996  NorthAmerica  <=50K         0.000000         0.000000
## 17004  NorthAmerica   >50K         0.000000         0.000000
## 17007  NorthAmerica  <=50K         0.000000         0.000000
## 17009  NorthAmerica  <=50K         0.000000         0.000000
## 17019  NorthAmerica   >50K         0.000000         0.000000
## 17025  NorthAmerica   >50K         0.000000         0.000000
## 17030  NorthAmerica  <=50K         0.000000         0.000000
## 17041  NorthAmerica  <=50K         0.000000         0.000000
## 17043  NorthAmerica   >50K         0.000000         0.000000
## 17051  NorthAmerica  <=50K         0.000000         0.000000
## 17060  NorthAmerica  <=50K         0.000000         0.000000
## 17080  NorthAmerica   >50K         0.000000         0.000000
## 17081  NorthAmerica  <=50K         7.684784         0.000000
## 17084  NorthAmerica  <=50K         0.000000         0.000000
## 17090  NorthAmerica  <=50K         0.000000         0.000000
## 17093  NorthAmerica   >50K         0.000000         0.000000
## 17098  NorthAmerica  <=50K         0.000000         0.000000
## 17115  NorthAmerica  <=50K         0.000000         0.000000
## 17117  NorthAmerica   >50K         0.000000         7.789869
## 17124  NorthAmerica  <=50K         0.000000         0.000000
## 17130  NorthAmerica  <=50K         0.000000         0.000000
## 17135  NorthAmerica   >50K         0.000000         0.000000
## 17137  NorthAmerica   >50K         0.000000         0.000000
## 17145        Europe  <=50K         0.000000         0.000000
## 17149  NorthAmerica  <=50K         0.000000         0.000000
## 17150  NorthAmerica  <=50K         0.000000         0.000000
## 17152  NorthAmerica  <=50K         0.000000         0.000000
## 17154  NorthAmerica   >50K         0.000000         0.000000
## 17159  NorthAmerica  <=50K         0.000000         0.000000
## 17160  NorthAmerica  <=50K         0.000000         0.000000
## 17161  NorthAmerica   >50K         0.000000         0.000000
## 17165  NorthAmerica  <=50K         0.000000         0.000000
## 17168  NorthAmerica  <=50K         8.279697         0.000000
## 17174         EAsia   >50K         0.000000         0.000000
## 17192  NorthAmerica  <=50K         0.000000         0.000000
## 17201  NorthAmerica   >50K         0.000000         0.000000
## 17205  NorthAmerica  <=50K         0.000000         0.000000
## 17206  NorthAmerica  <=50K         0.000000         7.450080
## 17210  NorthAmerica   >50K         0.000000         0.000000
## 17218  NorthAmerica  <=50K         0.000000         0.000000
## 17222  NorthAmerica  <=50K         0.000000         0.000000
## 17226  NorthAmerica  <=50K         0.000000         0.000000
## 17233  NorthAmerica  <=50K         0.000000         0.000000
## 17236  NorthAmerica  <=50K         0.000000         0.000000
## 17238  NorthAmerica  <=50K         0.000000         0.000000
## 17243  NorthAmerica  <=50K         0.000000         0.000000
## 17256  CentrAmerica  <=50K         0.000000         0.000000
## 17261  NorthAmerica  <=50K         0.000000         0.000000
## 17268  NorthAmerica  <=50K         0.000000         0.000000
## 17269  NorthAmerica  <=50K         0.000000         0.000000
## 17271  NorthAmerica  <=50K         0.000000         0.000000
## 17273  NorthAmerica  <=50K         0.000000         0.000000
## 17278  NorthAmerica   >50K         0.000000         0.000000
## 17281  NorthAmerica  <=50K         0.000000         5.365976
## 17284  NorthAmerica  <=50K         0.000000         7.687080
## 17286  NorthAmerica  <=50K         0.000000         0.000000
## 17288  NorthAmerica   >50K         0.000000         0.000000
## 17289  NorthAmerica  <=50K         0.000000         0.000000
## 17299  NorthAmerica  <=50K         0.000000         0.000000
## 17313  NorthAmerica  <=50K         0.000000         0.000000
## 17317  NorthAmerica  <=50K         0.000000         7.537430
## 17324  NorthAmerica  <=50K         0.000000         0.000000
## 17335  NorthAmerica  <=50K         0.000000         0.000000
## 17339  NorthAmerica  <=50K         0.000000         0.000000
## 17342  NorthAmerica  <=50K         6.962243         0.000000
## 17350  NorthAmerica  <=50K         0.000000         0.000000
## 17374  NorthAmerica  <=50K         0.000000         0.000000
## 17379  CentrAmerica  <=50K         7.685703         0.000000
## 17383         EAsia  <=50K         0.000000         7.537430
## 17385  NorthAmerica  <=50K         0.000000         0.000000
## 17390  NorthAmerica  <=50K         0.000000         0.000000
## 17395  NorthAmerica  <=50K         0.000000         0.000000
## 17399  NorthAmerica  <=50K         0.000000         0.000000
## 17401  NorthAmerica  <=50K         0.000000         0.000000
## 17411  NorthAmerica  <=50K         0.000000         0.000000
## 17414  NorthAmerica  <=50K         0.000000         0.000000
## 17417  NorthAmerica  <=50K         0.000000         0.000000
## 17422  NorthAmerica   >50K         0.000000         0.000000
## 17439  NorthAmerica   >50K         8.552367         0.000000
## 17446  NorthAmerica  <=50K         0.000000         0.000000
## 17453  CentrAmerica  <=50K         0.000000         0.000000
## 17454  NorthAmerica  <=50K         0.000000         0.000000
## 17455  NorthAmerica   >50K         8.947546         0.000000
## 17462  NorthAmerica  <=50K         0.000000         0.000000
## 17465  NorthAmerica  <=50K         0.000000         0.000000
## 17471  NorthAmerica  <=50K         0.000000         0.000000
## 17475  NorthAmerica  <=50K         0.000000         0.000000
## 17476  NorthAmerica  <=50K         0.000000         0.000000
## 17479  NorthAmerica  <=50K         0.000000         0.000000
## 17483  CentrAmerica   >50K         0.000000         7.789869
## 17484  NorthAmerica  <=50K         0.000000         0.000000
## 17495  NorthAmerica  <=50K         7.883823         0.000000
## 17499  NorthAmerica   >50K         0.000000         0.000000
## 17509  NorthAmerica   >50K         0.000000         0.000000
## 17514  NorthAmerica   >50K         0.000000         0.000000
## 17519  NorthAmerica   >50K         0.000000         0.000000
## 17525  NorthAmerica  <=50K         0.000000         0.000000
## 17529  NorthAmerica  <=50K         0.000000         0.000000
## 17530  NorthAmerica  <=50K         0.000000         0.000000
## 17537  NorthAmerica  <=50K         0.000000         0.000000
## 17539  NorthAmerica   >50K        11.512925         0.000000
## 17543  NorthAmerica  <=50K         0.000000         0.000000
## 17544  NorthAmerica  <=50K         0.000000         0.000000
## 17548  NorthAmerica  <=50K         0.000000         0.000000
## 17552  NorthAmerica   >50K         0.000000         0.000000
## 17570  NorthAmerica  <=50K         0.000000         0.000000
## 17572  NorthAmerica  <=50K         0.000000         0.000000
## 17573  NorthAmerica  <=50K         0.000000         0.000000
## 17582  NorthAmerica  <=50K         0.000000         0.000000
## 17584   USTerritory  <=50K         0.000000         6.439350
## 17585  NorthAmerica  <=50K         0.000000         0.000000
## 17588  NorthAmerica  <=50K         0.000000         0.000000
## 17594  NorthAmerica  <=50K         0.000000         0.000000
## 17598  NorthAmerica   >50K         0.000000         0.000000
## 17605  NorthAmerica   >50K         0.000000         0.000000
## 17610  NorthAmerica   >50K         9.824553         0.000000
## 17611  NorthAmerica  <=50K         0.000000         0.000000
## 17612  NorthAmerica  <=50K         0.000000         0.000000
## 17615  NorthAmerica   >50K         0.000000         0.000000
## 17626  NorthAmerica  <=50K         0.000000         0.000000
## 17628  NorthAmerica   >50K         0.000000         7.722678
## 17631  NorthAmerica  <=50K         0.000000         0.000000
## 17632  NorthAmerica  <=50K         0.000000         0.000000
## 17633  NorthAmerica  <=50K         0.000000         0.000000
## 17634  NorthAmerica  <=50K         0.000000         0.000000
## 17636  NorthAmerica  <=50K         0.000000         0.000000
## 17638  NorthAmerica  <=50K         0.000000         0.000000
## 17641  NorthAmerica  <=50K         0.000000         0.000000
## 17656  NorthAmerica  <=50K         0.000000         0.000000
## 17661  NorthAmerica  <=50K         0.000000         0.000000
## 17664        Europe  <=50K         0.000000         0.000000
## 17670  NorthAmerica  <=50K         0.000000         0.000000
## 17672  NorthAmerica   >50K         0.000000         0.000000
## 17679  NorthAmerica  <=50K         0.000000         7.537430
## 17684  NorthAmerica  <=50K         0.000000         0.000000
## 17685  NorthAmerica  <=50K         0.000000         0.000000
## 17687  NorthAmerica  <=50K         0.000000         0.000000
## 17689   USTerritory  <=50K         0.000000         0.000000
## 17691  NorthAmerica  <=50K         0.000000         0.000000
## 17696  NorthAmerica  <=50K         0.000000         0.000000
## 17699  NorthAmerica  <=50K         0.000000         0.000000
## 17717  NorthAmerica  <=50K         0.000000         0.000000
## 17733  NorthAmerica   >50K         0.000000         0.000000
## 17734  NorthAmerica   >50K         0.000000         0.000000
## 17738  NorthAmerica  <=50K         0.000000         0.000000
## 17748  NorthAmerica   >50K         0.000000         0.000000
## 17760  NorthAmerica  <=50K         0.000000         0.000000
## 17776  NorthAmerica  <=50K         0.000000         0.000000
## 17778  NorthAmerica  <=50K         0.000000         0.000000
## 17786  NorthAmerica  <=50K         0.000000         0.000000
## 17795  NorthAmerica  <=50K         0.000000         0.000000
## 17801  NorthAmerica  <=50K         0.000000         0.000000
## 17807  NorthAmerica  <=50K         0.000000         7.420579
## 17808  NorthAmerica  <=50K         0.000000         0.000000
## 17819  CentrAmerica  <=50K         0.000000         0.000000
## 17831  NorthAmerica  <=50K         0.000000         0.000000
## 17835         SAsia   >50K         0.000000         7.355641
## 17841  NorthAmerica   >50K         0.000000         0.000000
## 17847  NorthAmerica   >50K         0.000000         0.000000
## 17853  NorthAmerica  <=50K         0.000000         0.000000
## 17857  NorthAmerica  <=50K         0.000000         0.000000
## 17860  NorthAmerica  <=50K         0.000000         0.000000
## 17861  NorthAmerica  <=50K         0.000000         0.000000
## 17865  NorthAmerica  <=50K         0.000000         0.000000
## 17866  NorthAmerica  <=50K         0.000000         0.000000
## 17867  NorthAmerica  <=50K         0.000000         0.000000
## 17869  NorthAmerica   >50K         0.000000         0.000000
## 17874  NorthAmerica  <=50K         0.000000         0.000000
## 17876  NorthAmerica  <=50K         0.000000         0.000000
## 17906  NorthAmerica  <=50K         0.000000         0.000000
## 17911  NorthAmerica  <=50K         0.000000         0.000000
## 17919  NorthAmerica  <=50K         0.000000         0.000000
## 17922  NorthAmerica   >50K         0.000000         0.000000
## 17925  NorthAmerica  <=50K         0.000000         0.000000
## 17927  NorthAmerica  <=50K         0.000000         0.000000
## 17929  CentrAmerica  <=50K         0.000000         0.000000
## 17930  NorthAmerica  <=50K         0.000000         0.000000
## 17933  NorthAmerica  <=50K         0.000000         0.000000
## 17940  NorthAmerica  <=50K         0.000000         0.000000
## 17945  NorthAmerica  <=50K         0.000000         0.000000
## 17949  NorthAmerica  <=50K         0.000000         0.000000
## 17952  NorthAmerica  <=50K         0.000000         0.000000
## 17954  NorthAmerica  <=50K         0.000000         0.000000
## 17958  NorthAmerica   >50K         9.906084         0.000000
## 17961  NorthAmerica  <=50K         0.000000         0.000000
## 17969  NorthAmerica   >50K         9.617471         0.000000
## 17970  NorthAmerica   >50K         0.000000         0.000000
## 17975  NorthAmerica   >50K         9.617471         0.000000
## 17978  NorthAmerica  <=50K         0.000000         0.000000
## 17982  NorthAmerica  <=50K         0.000000         0.000000
## 17985  SouthAmerica  <=50K         0.000000         0.000000
## 17987  NorthAmerica  <=50K         0.000000         0.000000
## 17992  NorthAmerica   >50K         0.000000         0.000000
## 17993  NorthAmerica  <=50K         0.000000         0.000000
## 17994  NorthAmerica  <=50K         0.000000         0.000000
## 17996  NorthAmerica  <=50K         0.000000         0.000000
## 18002  NorthAmerica   >50K         9.061260         0.000000
## 18003  NorthAmerica  <=50K         0.000000         0.000000
## 18009  NorthAmerica  <=50K         0.000000         0.000000
## 18018  NorthAmerica  <=50K         0.000000         0.000000
## 18025  NorthAmerica  <=50K         0.000000         0.000000
## 18029  NorthAmerica   >50K         0.000000         0.000000
## 18030  NorthAmerica  <=50K         0.000000         0.000000
## 18039  NorthAmerica  <=50K         0.000000         0.000000
## 18041  NorthAmerica  <=50K         0.000000         0.000000
## 18044  NorthAmerica   >50K         0.000000         0.000000
## 18045  NorthAmerica   >50K         0.000000         0.000000
## 18048  NorthAmerica  <=50K         0.000000         0.000000
## 18049  NorthAmerica  <=50K         0.000000         0.000000
## 18053  NorthAmerica  <=50K         0.000000         0.000000
## 18057  NorthAmerica  <=50K         0.000000         0.000000
## 18067  NorthAmerica   >50K         8.040447         0.000000
## 18079  NorthAmerica  <=50K         0.000000         0.000000
## 18080  NorthAmerica  <=50K         0.000000         0.000000
## 18088  NorthAmerica   >50K         0.000000         0.000000
## 18089  NorthAmerica  <=50K         0.000000         0.000000
## 18094  NorthAmerica  <=50K         0.000000         0.000000
## 18098  NorthAmerica  <=50K         0.000000         0.000000
## 18121  NorthAmerica  <=50K         0.000000         0.000000
## 18136  NorthAmerica  <=50K         0.000000         0.000000
## 18138  NorthAmerica  <=50K         0.000000         0.000000
## 18140  NorthAmerica  <=50K         0.000000         0.000000
## 18148  NorthAmerica  <=50K         0.000000         0.000000
## 18157  NorthAmerica  <=50K         0.000000         0.000000
## 18161  NorthAmerica  <=50K         0.000000         0.000000
## 18165  NorthAmerica  <=50K         0.000000         0.000000
## 18167  NorthAmerica  <=50K         0.000000         0.000000
## 18168  NorthAmerica   >50K         0.000000         0.000000
## 18169  NorthAmerica  <=50K         0.000000         0.000000
## 18174  NorthAmerica  <=50K         0.000000         0.000000
## 18178  NorthAmerica  <=50K         0.000000         0.000000
## 18182  NorthAmerica  <=50K         0.000000         0.000000
## 18189  NorthAmerica  <=50K         0.000000         0.000000
## 18195  NorthAmerica  <=50K         0.000000         0.000000
## 18196  NorthAmerica  <=50K         0.000000         0.000000
## 18207  NorthAmerica   >50K         0.000000         0.000000
## 18209  NorthAmerica  <=50K         0.000000         0.000000
## 18210  NorthAmerica  <=50K         0.000000         0.000000
## 18214  NorthAmerica  <=50K         0.000000         0.000000
## 18221  NorthAmerica  <=50K         0.000000         0.000000
## 18222  NorthAmerica  <=50K         0.000000         0.000000
## 18224  NorthAmerica  <=50K         0.000000         0.000000
## 18240  NorthAmerica  <=50K         0.000000         0.000000
## 18243  NorthAmerica  <=50K         0.000000         0.000000
## 18244  NorthAmerica  <=50K         0.000000         0.000000
## 18251  NorthAmerica   >50K         0.000000         0.000000
## 18252  NorthAmerica   >50K         8.895493         0.000000
## 18254  NorthAmerica  <=50K         0.000000         0.000000
## 18255  CentrAmerica  <=50K         0.000000         0.000000
## 18257  NorthAmerica  <=50K         0.000000         0.000000
## 18260  NorthAmerica  <=50K         0.000000         0.000000
## 18262  NorthAmerica  <=50K         0.000000         0.000000
## 18263  NorthAmerica   >50K         0.000000         0.000000
## 18276  NorthAmerica   >50K         0.000000         0.000000
## 18281  NorthAmerica  <=50K         0.000000         0.000000
## 18285  NorthAmerica   >50K         9.617471         0.000000
## 18287  NorthAmerica   >50K         0.000000         0.000000
## 18288  NorthAmerica   >50K         0.000000         0.000000
## 18290  NorthAmerica  <=50K         0.000000         0.000000
## 18291  NorthAmerica  <=50K         0.000000         0.000000
## 18297  NorthAmerica  <=50K         0.000000         0.000000
## 18302  NorthAmerica  <=50K         0.000000         0.000000
## 18303  NorthAmerica  <=50K         0.000000         0.000000
## 18305  NorthAmerica   >50K         0.000000         0.000000
## 18315  NorthAmerica   >50K         8.947546         0.000000
## 18318  NorthAmerica  <=50K         0.000000         0.000000
## 18323  NorthAmerica  <=50K         0.000000         0.000000
## 18325  NorthAmerica  <=50K         0.000000         0.000000
## 18326  NorthAmerica  <=50K         0.000000         0.000000
## 18329  NorthAmerica   >50K         0.000000         7.522400
## 18331  NorthAmerica  <=50K         0.000000         0.000000
## 18333  NorthAmerica   >50K         0.000000         0.000000
## 18345  NorthAmerica  <=50K         0.000000         0.000000
## 18348  NorthAmerica  <=50K         0.000000         0.000000
## 18355  NorthAmerica  <=50K         0.000000         0.000000
## 18357  NorthAmerica  <=50K         0.000000         0.000000
## 18359  NorthAmerica  <=50K         0.000000         0.000000
## 18360  NorthAmerica  <=50K         0.000000         0.000000
## 18361  NorthAmerica  <=50K         0.000000         0.000000
## 18362  CentrAmerica  <=50K         0.000000         0.000000
## 18363  NorthAmerica  <=50K         0.000000         0.000000
## 18376  NorthAmerica  <=50K         0.000000         0.000000
## 18380  NorthAmerica  <=50K         0.000000         0.000000
## 18389  NorthAmerica  <=50K         0.000000         0.000000
## 18391  NorthAmerica  <=50K         0.000000         0.000000
## 18397  NorthAmerica  <=50K         0.000000         7.422374
## 18405  NorthAmerica  <=50K         0.000000         0.000000
## 18406  NorthAmerica   >50K         0.000000         0.000000
## 18407  NorthAmerica  <=50K         0.000000         0.000000
## 18413  CentrAmerica   >50K         0.000000         7.789869
## 18418  NorthAmerica  <=50K         0.000000         0.000000
## 18419  NorthAmerica   >50K         0.000000         7.543273
## 18427  NorthAmerica  <=50K         0.000000         0.000000
## 18428  NorthAmerica  <=50K         0.000000         0.000000
## 18432  CentrAmerica   >50K         0.000000         0.000000
## 18433   USTerritory  <=50K         0.000000         0.000000
## 18434  NorthAmerica   >50K         0.000000         0.000000
## 18456  NorthAmerica   >50K         0.000000         0.000000
## 18462  NorthAmerica  <=50K         0.000000         0.000000
## 18464  NorthAmerica   >50K        11.512925         0.000000
## 18474  NorthAmerica   >50K         8.040447         0.000000
## 18482  NorthAmerica   >50K         0.000000         0.000000
## 18485  NorthAmerica  <=50K         0.000000         0.000000
## 18493  NorthAmerica  <=50K         7.948032         0.000000
## 18497  NorthAmerica  <=50K         0.000000         0.000000
## 18499  NorthAmerica  <=50K         0.000000         0.000000
## 18505  NorthAmerica  <=50K         8.265650         0.000000
## 18506  NorthAmerica  <=50K         0.000000         0.000000
## 18507  NorthAmerica  <=50K         0.000000         0.000000
## 18524  NorthAmerica  <=50K         0.000000         0.000000
## 18526  NorthAmerica  <=50K         0.000000         0.000000
## 18533  NorthAmerica  <=50K         0.000000         0.000000
## 18541  NorthAmerica   >50K         0.000000         0.000000
## 18543        Europe   >50K         9.906084         0.000000
## 18551  NorthAmerica  <=50K         0.000000         0.000000
## 18556  CentrAmerica  <=50K         0.000000         0.000000
## 18561  NorthAmerica  <=50K         0.000000         0.000000
## 18562  NorthAmerica  <=50K         0.000000         0.000000
## 18564  NorthAmerica  <=50K         0.000000         0.000000
## 18566  NorthAmerica  <=50K         0.000000         0.000000
## 18573  NorthAmerica  <=50K         0.000000         0.000000
## 18588  NorthAmerica  <=50K         0.000000         0.000000
## 18589  NorthAmerica   >50K         0.000000         0.000000
## 18595  NorthAmerica  <=50K         0.000000         0.000000
## 18604  NorthAmerica  <=50K         0.000000         0.000000
## 18605  CentrAmerica  <=50K         0.000000         0.000000
## 18611  NorthAmerica  <=50K         0.000000         0.000000
## 18612  NorthAmerica  <=50K         0.000000         0.000000
## 18615  NorthAmerica  <=50K         0.000000         0.000000
## 18618  NorthAmerica  <=50K         0.000000         0.000000
## 18621  NorthAmerica  <=50K         0.000000         0.000000
## 18623  NorthAmerica  <=50K         0.000000         0.000000
## 18626  NorthAmerica  <=50K         0.000000         0.000000
## 18627  NorthAmerica  <=50K         0.000000         0.000000
## 18631  NorthAmerica  <=50K         0.000000         0.000000
## 18636  NorthAmerica  <=50K         0.000000         0.000000
## 18644  NorthAmerica   >50K         0.000000         0.000000
## 18645  NorthAmerica  <=50K         0.000000         0.000000
## 18647  CentrAmerica  <=50K         0.000000         0.000000
## 18650  NorthAmerica  <=50K         0.000000         0.000000
## 18655  NorthAmerica   >50K        11.512925         0.000000
## 18657  NorthAmerica  <=50K         0.000000         0.000000
## 18658         EAsia   >50K         0.000000         0.000000
## 18660  NorthAmerica  <=50K         0.000000         0.000000
## 18664  NorthAmerica  <=50K         0.000000         0.000000
## 18668  NorthAmerica  <=50K         0.000000         0.000000
## 18670  NorthAmerica   >50K         8.947546         0.000000
## 18671  NorthAmerica  <=50K         0.000000         0.000000
## 18674  NorthAmerica   >50K         0.000000         0.000000
## 18676  NorthAmerica   >50K         0.000000         0.000000
## 18687         EAsia  <=50K         7.967627         0.000000
## 18688  NorthAmerica  <=50K         0.000000         0.000000
## 18693  NorthAmerica  <=50K         0.000000         0.000000
## 18697  NorthAmerica  <=50K         0.000000         0.000000
## 18698  NorthAmerica  <=50K         0.000000         0.000000
## 18704  NorthAmerica  <=50K         8.093768         0.000000
## 18707  NorthAmerica  <=50K         0.000000         0.000000
## 18719  NorthAmerica   >50K         0.000000         0.000000
## 18743   USTerritory  <=50K         0.000000         0.000000
## 18754  NorthAmerica  <=50K         0.000000         0.000000
## 18755  NorthAmerica  <=50K         0.000000         0.000000
## 18764  NorthAmerica   >50K         0.000000         0.000000
## 18779  NorthAmerica   >50K         0.000000         0.000000
## 18780  NorthAmerica   >50K         0.000000         0.000000
## 18781  NorthAmerica  <=50K         0.000000         0.000000
## 18782  NorthAmerica  <=50K         0.000000         0.000000
## 18788  SouthAmerica  <=50K         0.000000         0.000000
## 18792  NorthAmerica  <=50K         0.000000         0.000000
## 18795  NorthAmerica  <=50K         0.000000         0.000000
## 18798  NorthAmerica   >50K         0.000000         7.946264
## 18802  NorthAmerica  <=50K         0.000000         0.000000
## 18805  NorthAmerica  <=50K         0.000000         0.000000
## 18825  NorthAmerica  <=50K         0.000000         0.000000
## 18827  NorthAmerica   >50K         0.000000         0.000000
## 18847  NorthAmerica  <=50K         0.000000         0.000000
## 18848  NorthAmerica   >50K        10.131619         0.000000
## 18858  NorthAmerica  <=50K         0.000000         0.000000
## 18859  NorthAmerica  <=50K         0.000000         7.462215
## 18861  NorthAmerica   >50K         8.473868         0.000000
## 18866  NorthAmerica  <=50K         0.000000         0.000000
## 18886  NorthAmerica  <=50K         0.000000         0.000000
## 18892  NorthAmerica  <=50K         0.000000         0.000000
## 18894  NorthAmerica   >50K         0.000000         0.000000
## 18900  NorthAmerica   >50K         0.000000         0.000000
## 18905  NorthAmerica  <=50K         0.000000         0.000000
## 18909  NorthAmerica  <=50K         0.000000         0.000000
## 18911  NorthAmerica   >50K         0.000000         7.303843
## 18913  NorthAmerica  <=50K         0.000000         0.000000
## 18917  NorthAmerica   >50K         0.000000         0.000000
## 18924  NorthAmerica   >50K         9.061260         0.000000
## 18930  NorthAmerica  <=50K         0.000000         0.000000
## 18936  NorthAmerica   >50K         0.000000         0.000000
## 18937  NorthAmerica  <=50K         0.000000         0.000000
## 18938  NorthAmerica  <=50K         0.000000         0.000000
## 18943  NorthAmerica  <=50K         0.000000         0.000000
## 18953  NorthAmerica  <=50K         0.000000         0.000000
## 18954  NorthAmerica  <=50K         0.000000         0.000000
## 18955  NorthAmerica  <=50K         0.000000         0.000000
## 18966  NorthAmerica  <=50K         0.000000         0.000000
## 18970  NorthAmerica  <=50K         0.000000         0.000000
## 18973  NorthAmerica  <=50K         0.000000         0.000000
## 18978  NorthAmerica  <=50K         0.000000         0.000000
## 18984  NorthAmerica  <=50K         0.000000         0.000000
## 18987  NorthAmerica  <=50K         0.000000         0.000000
## 18995  NorthAmerica  <=50K         0.000000         0.000000
## 19009  NorthAmerica  <=50K         0.000000         0.000000
## 19011  NorthAmerica  <=50K         0.000000         0.000000
## 19012  NorthAmerica  <=50K         7.494430         0.000000
## 19016  NorthAmerica  <=50K         0.000000         0.000000
## 19029  NorthAmerica   >50K         0.000000         0.000000
## 19030  NorthAmerica   >50K         0.000000         0.000000
## 19033  NorthAmerica  <=50K         0.000000         0.000000
## 19034  NorthAmerica  <=50K         0.000000         0.000000
## 19035  NorthAmerica  <=50K         0.000000         0.000000
## 19036  SouthAmerica  <=50K         0.000000         0.000000
## 19045  NorthAmerica  <=50K         0.000000         0.000000
## 19049  NorthAmerica  <=50K         0.000000         0.000000
## 19055  CentrAmerica  <=50K         7.975221         0.000000
## 19060        Europe  <=50K         0.000000         0.000000
## 19063  NorthAmerica   >50K         0.000000         0.000000
## 19064  NorthAmerica  <=50K         0.000000         0.000000
## 19069  NorthAmerica   >50K         0.000000         0.000000
## 19071  NorthAmerica  <=50K         0.000000         0.000000
## 19072  NorthAmerica  <=50K         0.000000         0.000000
## 19076  NorthAmerica   >50K         0.000000         0.000000
## 19083  NorthAmerica  <=50K         0.000000         0.000000
## 19088  NorthAmerica  <=50K         0.000000         0.000000
## 19094  NorthAmerica  <=50K         0.000000         0.000000
## 19097  NorthAmerica  <=50K         0.000000         0.000000
## 19099  NorthAmerica  <=50K         0.000000         0.000000
## 19100  NorthAmerica  <=50K         0.000000         0.000000
## 19106  NorthAmerica   >50K         0.000000         0.000000
## 19107  NorthAmerica  <=50K         0.000000         0.000000
## 19110  NorthAmerica  <=50K         0.000000         0.000000
## 19111  NorthAmerica  <=50K         0.000000         0.000000
## 19116  NorthAmerica  <=50K         0.000000         0.000000
## 19123  NorthAmerica  <=50K         0.000000         0.000000
## 19125  NorthAmerica  <=50K         0.000000         0.000000
## 19127  NorthAmerica  <=50K         0.000000         0.000000
## 19128  NorthAmerica  <=50K         0.000000         0.000000
## 19129  NorthAmerica  <=50K         0.000000         0.000000
## 19133  NorthAmerica  <=50K         0.000000         0.000000
## 19135  NorthAmerica  <=50K         0.000000         0.000000
## 19139  NorthAmerica  <=50K         0.000000         0.000000
## 19144  NorthAmerica   >50K         9.261129         0.000000
## 19148  NorthAmerica  <=50K         0.000000         0.000000
## 19155  NorthAmerica   >50K         0.000000         0.000000
## 19159  NorthAmerica  <=50K         0.000000         0.000000
## 19163  NorthAmerica  <=50K         0.000000         0.000000
## 19169  NorthAmerica  <=50K         0.000000         0.000000
## 19170  CentrAmerica  <=50K         0.000000         0.000000
## 19171  NorthAmerica  <=50K         0.000000         0.000000
## 19176  NorthAmerica  <=50K         0.000000         0.000000
## 19179  NorthAmerica  <=50K         0.000000         0.000000
## 19187  CentrAmerica  <=50K         0.000000         0.000000
## 19189  NorthAmerica  <=50K         0.000000         0.000000
## 19192  NorthAmerica  <=50K         0.000000         0.000000
## 19201         EAsia  <=50K         0.000000         0.000000
## 19202  NorthAmerica  <=50K         0.000000         0.000000
## 19203  NorthAmerica   >50K         0.000000         0.000000
## 19214  NorthAmerica  <=50K         0.000000         0.000000
## 19220  NorthAmerica   >50K         0.000000         7.589842
## 19222  NorthAmerica  <=50K         0.000000         7.588324
## 19225  NorthAmerica  <=50K         0.000000         0.000000
## 19226  NorthAmerica   >50K         0.000000         0.000000
## 19227  NorthAmerica  <=50K         0.000000         0.000000
## 19236  NorthAmerica  <=50K         0.000000         0.000000
## 19240  NorthAmerica  <=50K         0.000000         0.000000
## 19252  NorthAmerica  <=50K         0.000000         0.000000
## 19254  SouthAmerica  <=50K         0.000000         0.000000
## 19262  NorthAmerica  <=50K         0.000000         0.000000
## 19263  NorthAmerica  <=50K         0.000000         0.000000
## 19266  NorthAmerica  <=50K         8.150468         0.000000
## 19273  NorthAmerica   >50K         0.000000         0.000000
## 19274  NorthAmerica  <=50K         0.000000         0.000000
## 19277  NorthAmerica  <=50K         0.000000         0.000000
## 19278  NorthAmerica  <=50K         0.000000         0.000000
## 19282  NorthAmerica   >50K         0.000000         0.000000
## 19284  NorthAmerica  <=50K         0.000000         0.000000
## 19287  NorthAmerica  <=50K         0.000000         0.000000
## 19288  NorthAmerica  <=50K         0.000000         0.000000
## 19291  NorthAmerica  <=50K         0.000000         0.000000
## 19293  NorthAmerica   >50K         0.000000         0.000000
## 19299  NorthAmerica   >50K         9.269175         0.000000
## 19302  NorthAmerica  <=50K         0.000000         0.000000
## 19309  NorthAmerica  <=50K         0.000000         0.000000
## 19310  NorthAmerica  <=50K         0.000000         7.462215
## 19329  NorthAmerica  <=50K         0.000000         0.000000
## 19333  NorthAmerica  <=50K         0.000000         0.000000
## 19340  NorthAmerica  <=50K         0.000000         0.000000
## 19343  NorthAmerica  <=50K         0.000000         0.000000
## 19359  NorthAmerica  <=50K         0.000000         0.000000
## 19361  NorthAmerica  <=50K         0.000000         0.000000
## 19364  NorthAmerica   >50K         0.000000         7.589842
## 19367  NorthAmerica  <=50K         0.000000         0.000000
## 19375  NorthAmerica  <=50K         0.000000         0.000000
## 19376  NorthAmerica  <=50K         0.000000         0.000000
## 19381  NorthAmerica  <=50K         0.000000         0.000000
## 19395  NorthAmerica  <=50K         0.000000         0.000000
## 19396  NorthAmerica   >50K         0.000000         0.000000
## 19399  NorthAmerica  <=50K         0.000000         0.000000
## 19402  NorthAmerica  <=50K         0.000000         0.000000
## 19407  NorthAmerica  <=50K         0.000000         0.000000
## 19409  NorthAmerica  <=50K         0.000000         0.000000
## 19414  NorthAmerica  <=50K         0.000000         0.000000
## 19415  CentrAmerica   >50K         0.000000         0.000000
## 19417  NorthAmerica   >50K         0.000000         0.000000
## 19431  NorthAmerica  <=50K         0.000000         0.000000
## 19433  NorthAmerica  <=50K         0.000000         0.000000
## 19435  NorthAmerica   >50K         0.000000         0.000000
## 19439  NorthAmerica   >50K        11.512925         0.000000
## 19442  NorthAmerica  <=50K         0.000000         0.000000
## 19443  NorthAmerica  <=50K         0.000000         0.000000
## 19445  CentrAmerica   >50K         8.895493         0.000000
## 19454  NorthAmerica  <=50K         0.000000         0.000000
## 19455  NorthAmerica   >50K         0.000000         0.000000
## 19461  NorthAmerica  <=50K         0.000000         0.000000
## 19462  NorthAmerica  <=50K         0.000000         0.000000
## 19464  NorthAmerica  <=50K         0.000000         0.000000
## 19467  NorthAmerica   >50K         8.895493         0.000000
## 19473  NorthAmerica  <=50K         0.000000         0.000000
## 19479  NorthAmerica  <=50K         0.000000         0.000000
## 19481  NorthAmerica   >50K         0.000000         0.000000
## 19486  NorthAmerica  <=50K         0.000000         0.000000
## 19497  NorthAmerica  <=50K         0.000000         0.000000
## 19498  NorthAmerica   >50K         0.000000         0.000000
## 19503  NorthAmerica   >50K         0.000000         0.000000
## 19505  NorthAmerica   >50K         0.000000         0.000000
## 19507  NorthAmerica   >50K         0.000000         0.000000
## 19518  NorthAmerica  <=50K         0.000000         0.000000
## 19521  NorthAmerica  <=50K         0.000000         0.000000
## 19522  NorthAmerica  <=50K         0.000000         0.000000
## 19524  NorthAmerica  <=50K         0.000000         0.000000
## 19525  NorthAmerica  <=50K         0.000000         0.000000
## 19528  NorthAmerica  <=50K         0.000000         0.000000
## 19530  NorthAmerica  <=50K         0.000000         0.000000
## 19537  NorthAmerica  <=50K         0.000000         0.000000
## 19548  NorthAmerica  <=50K         0.000000         0.000000
## 19550  NorthAmerica   >50K         0.000000         0.000000
## 19564  NorthAmerica   >50K         0.000000         7.551187
## 19566  NorthAmerica  <=50K         0.000000         0.000000
## 19568  NorthAmerica   >50K         0.000000         0.000000
## 19569  NorthAmerica   >50K         0.000000         0.000000
## 19572  NorthAmerica  <=50K         0.000000         0.000000
## 19582  NorthAmerica  <=50K         0.000000         0.000000
## 19586  NorthAmerica   >50K         0.000000         0.000000
## 19588  NorthAmerica  <=50K         0.000000         0.000000
## 19598  NorthAmerica  <=50K         0.000000         0.000000
## 19606  NorthAmerica  <=50K         0.000000         0.000000
## 19612         EAsia  <=50K         0.000000         0.000000
## 19613  NorthAmerica  <=50K         0.000000         0.000000
## 19625  NorthAmerica  <=50K         0.000000         0.000000
## 19631  NorthAmerica  <=50K         0.000000         0.000000
## 19633  NorthAmerica  <=50K         0.000000         0.000000
## 19640   USTerritory  <=50K         0.000000         0.000000
## 19641  NorthAmerica  <=50K         0.000000         0.000000
## 19649  NorthAmerica  <=50K         0.000000         0.000000
## 19650  NorthAmerica  <=50K         0.000000         0.000000
## 19655  NorthAmerica  <=50K         0.000000         7.626570
## 19672  NorthAmerica  <=50K         0.000000         0.000000
## 19683  NorthAmerica  <=50K         0.000000         0.000000
## 19684  NorthAmerica  <=50K         0.000000         0.000000
## 19687  NorthAmerica  <=50K         0.000000         0.000000
## 19688  NorthAmerica  <=50K         0.000000         0.000000
## 19689  NorthAmerica  <=50K         0.000000         0.000000
## 19696  NorthAmerica   >50K         0.000000         0.000000
## 19698  NorthAmerica  <=50K         7.786552         0.000000
## 19699  NorthAmerica  <=50K         0.000000         0.000000
## 19702  NorthAmerica   >50K         0.000000         7.722678
## 19703  NorthAmerica   >50K         0.000000         0.000000
## 19710  CentrAmerica   >50K         0.000000         7.589842
## 19711  NorthAmerica  <=50K         0.000000         0.000000
## 19720  NorthAmerica  <=50K         0.000000         0.000000
## 19725  NorthAmerica  <=50K         0.000000         0.000000
## 19727  NorthAmerica   >50K         0.000000         0.000000
## 19732  NorthAmerica  <=50K         0.000000         0.000000
## 19738  NorthAmerica  <=50K         0.000000         0.000000
## 19748  NorthAmerica  <=50K         0.000000         0.000000
## 19750  NorthAmerica  <=50K         0.000000         7.687080
## 19755  NorthAmerica  <=50K         0.000000         0.000000
## 19757  NorthAmerica  <=50K         0.000000         0.000000
## 19767  NorthAmerica  <=50K         0.000000         0.000000
## 19773  NorthAmerica   >50K         0.000000         0.000000
## 19778  NorthAmerica   >50K         0.000000         7.543273
## 19789  NorthAmerica  <=50K         0.000000         0.000000
## 19798  NorthAmerica   >50K         9.061260         0.000000
## 19799  NorthAmerica  <=50K         0.000000         0.000000
## 19803  NorthAmerica  <=50K         0.000000         0.000000
## 19806  NorthAmerica   >50K         0.000000         0.000000
## 19807  NorthAmerica  <=50K         0.000000         0.000000
## 19816  NorthAmerica  <=50K         0.000000         0.000000
## 19824  NorthAmerica  <=50K         0.000000         0.000000
## 19825  NorthAmerica  <=50K         0.000000         0.000000
## 19827  NorthAmerica  <=50K         0.000000         0.000000
## 19830  NorthAmerica   >50K         0.000000         0.000000
## 19832  NorthAmerica  <=50K         7.862497         0.000000
## 19843  NorthAmerica   >50K         8.947546         0.000000
## 19849  NorthAmerica  <=50K         0.000000         0.000000
## 19853  NorthAmerica  <=50K         0.000000         7.687080
## 19863  NorthAmerica  <=50K         0.000000         0.000000
## 19865  NorthAmerica  <=50K         0.000000         0.000000
## 19867  NorthAmerica   >50K         8.947546         0.000000
## 19868  NorthAmerica  <=50K         0.000000         0.000000
## 19874  NorthAmerica  <=50K         0.000000         0.000000
## 19877  NorthAmerica  <=50K         0.000000         0.000000
## 19882  NorthAmerica  <=50K         0.000000         0.000000
## 19885  NorthAmerica  <=50K         0.000000         0.000000
## 19889  NorthAmerica  <=50K         0.000000         0.000000
## 19892  NorthAmerica   >50K         0.000000         0.000000
## 19896  NorthAmerica   >50K         0.000000         0.000000
## 19897  NorthAmerica   >50K         0.000000         7.543273
## 19901  NorthAmerica   >50K        11.512925         0.000000
## 19910  NorthAmerica  <=50K         0.000000         0.000000
## 19911  NorthAmerica  <=50K         0.000000         0.000000
## 19922  NorthAmerica  <=50K         0.000000         0.000000
## 19923  NorthAmerica  <=50K         8.271037         0.000000
## 19924  NorthAmerica   >50K         8.947546         0.000000
## 19926  NorthAmerica   >50K         8.895493         0.000000
## 19927         SAsia  <=50K         0.000000         0.000000
## 19928  NorthAmerica  <=50K         0.000000         0.000000
## 19932  NorthAmerica   >50K         0.000000         0.000000
## 19935  NorthAmerica  <=50K         0.000000         0.000000
## 19938  NorthAmerica  <=50K         0.000000         0.000000
## 19939  NorthAmerica   >50K         0.000000         0.000000
## 19944  NorthAmerica  <=50K         0.000000         0.000000
## 19951  NorthAmerica   >50K         0.000000         0.000000
## 19952  NorthAmerica  <=50K         0.000000         0.000000
## 19955  NorthAmerica  <=50K         0.000000         0.000000
## 19959  NorthAmerica  <=50K         0.000000         0.000000
## 19961  NorthAmerica  <=50K         0.000000         0.000000
## 19962  NorthAmerica  <=50K         0.000000         0.000000
## 19969  NorthAmerica   >50K         0.000000         7.589842
## 19974  NorthAmerica  <=50K         0.000000         0.000000
## 19979  NorthAmerica  <=50K         0.000000         0.000000
## 19985  NorthAmerica  <=50K         0.000000         0.000000
## 19994  NorthAmerica  <=50K         0.000000         0.000000
## 19995  NorthAmerica  <=50K         0.000000         0.000000
## 20000  NorthAmerica   >50K         0.000000         0.000000
## 20003  NorthAmerica  <=50K         0.000000         0.000000
## 20011  NorthAmerica   >50K         0.000000         0.000000
## 20031  NorthAmerica  <=50K         0.000000         0.000000
## 20037  NorthAmerica  <=50K         0.000000         0.000000
## 20053  NorthAmerica   >50K         0.000000         0.000000
## 20056  NorthAmerica   >50K        11.512925         0.000000
## 20076  NorthAmerica  <=50K         0.000000         0.000000
## 20084  NorthAmerica  <=50K         0.000000         0.000000
## 20085  NorthAmerica  <=50K         0.000000         0.000000
## 20086  NorthAmerica  <=50K         8.135054         0.000000
## 20090  NorthAmerica   >50K         0.000000         0.000000
## 20093  NorthAmerica  <=50K         0.000000         0.000000
## 20094  NorthAmerica   >50K         0.000000         7.543273
## 20095  NorthAmerica  <=50K         0.000000         0.000000
## 20110  NorthAmerica  <=50K         6.388561         0.000000
## 20115  CentrAmerica  <=50K         0.000000         0.000000
## 20116  NorthAmerica  <=50K         0.000000         0.000000
## 20121  NorthAmerica   >50K         0.000000         0.000000
## 20129  NorthAmerica  <=50K         0.000000         0.000000
## 20138         EAsia   >50K         0.000000         0.000000
## 20142  NorthAmerica  <=50K         0.000000         0.000000
## 20144  NorthAmerica  <=50K         0.000000         0.000000
## 20145  NorthAmerica   >50K         0.000000         0.000000
## 20154  NorthAmerica  <=50K         0.000000         0.000000
## 20161  NorthAmerica   >50K         0.000000         0.000000
## 20176        Europe  <=50K         0.000000         0.000000
## 20179  NorthAmerica  <=50K         0.000000         0.000000
## 20184  NorthAmerica  <=50K         0.000000         0.000000
## 20195         EAsia  <=50K         0.000000         0.000000
## 20196  NorthAmerica  <=50K         0.000000         0.000000
## 20201  NorthAmerica   >50K         8.947546         0.000000
## 20206  NorthAmerica   >50K         9.617471         0.000000
## 20210  NorthAmerica  <=50K         0.000000         0.000000
## 20211  NorthAmerica   >50K         0.000000         0.000000
## 20213  NorthAmerica   >50K         0.000000         0.000000
## 20214  NorthAmerica  <=50K         0.000000         7.365180
## 20219  NorthAmerica  <=50K         0.000000         0.000000
## 20220  NorthAmerica  <=50K         0.000000         0.000000
## 20222  NorthAmerica  <=50K         0.000000         0.000000
## 20237  NorthAmerica  <=50K         0.000000         0.000000
## 20238  NorthAmerica  <=50K         0.000000         0.000000
## 20240  NorthAmerica  <=50K         0.000000         0.000000
## 20248  NorthAmerica  <=50K         0.000000         0.000000
## 20249  NorthAmerica   >50K         8.895493         0.000000
## 20251  NorthAmerica  <=50K         0.000000         0.000000
## 20252  NorthAmerica   >50K         0.000000         0.000000
## 20263  NorthAmerica   >50K         0.000000         0.000000
## 20267  NorthAmerica  <=50K         0.000000         0.000000
## 20272  NorthAmerica  <=50K         0.000000         0.000000
## 20276  NorthAmerica  <=50K         0.000000         0.000000
## 20282  CentrAmerica  <=50K         0.000000         0.000000
## 20291  NorthAmerica   >50K         0.000000         7.551187
## 20305  NorthAmerica  <=50K         0.000000         0.000000
## 20326  NorthAmerica  <=50K         0.000000         0.000000
## 20327  NorthAmerica  <=50K         0.000000         0.000000
## 20333  NorthAmerica  <=50K         0.000000         0.000000
## 20337  NorthAmerica  <=50K         0.000000         0.000000
## 20343  NorthAmerica  <=50K         0.000000         0.000000
## 20365  NorthAmerica  <=50K         0.000000         0.000000
## 20366  NorthAmerica  <=50K         0.000000         6.439350
## 20369  NorthAmerica   >50K         8.895493         0.000000
## 20373  NorthAmerica  <=50K         0.000000         0.000000
## 20377  NorthAmerica   >50K         8.913416         0.000000
## 20391  NorthAmerica   >50K         0.000000         0.000000
## 20398  NorthAmerica  <=50K         0.000000         0.000000
## 20404  NorthAmerica  <=50K         0.000000         0.000000
## 20406  NorthAmerica  <=50K         0.000000         0.000000
## 20408  NorthAmerica   >50K         0.000000         0.000000
## 20410  NorthAmerica  <=50K         0.000000         0.000000
## 20412  NorthAmerica  <=50K         0.000000         0.000000
## 20424         EAsia   >50K         9.617471         0.000000
## 20435  NorthAmerica  <=50K         7.709308         0.000000
## 20437  NorthAmerica  <=50K         0.000000         0.000000
## 20440  NorthAmerica  <=50K         0.000000         7.451242
## 20443  NorthAmerica   >50K         0.000000         0.000000
## 20447  NorthAmerica  <=50K         0.000000         0.000000
## 20448  NorthAmerica  <=50K         0.000000         0.000000
## 20456  NorthAmerica  <=50K         0.000000         0.000000
## 20458  NorthAmerica  <=50K         0.000000         0.000000
## 20470  NorthAmerica  <=50K         0.000000         0.000000
## 20477  NorthAmerica  <=50K         0.000000         0.000000
## 20478  NorthAmerica   >50K         0.000000         0.000000
## 20480  NorthAmerica  <=50K         0.000000         0.000000
## 20482  NorthAmerica  <=50K         0.000000         0.000000
## 20484  NorthAmerica  <=50K         0.000000         0.000000
## 20492  NorthAmerica   >50K         0.000000         0.000000
## 20493  NorthAmerica  <=50K         0.000000         0.000000
## 20499  NorthAmerica  <=50K         0.000000         0.000000
## 20515  NorthAmerica  <=50K         0.000000         0.000000
## 20516  NorthAmerica  <=50K         0.000000         0.000000
## 20519  NorthAmerica   >50K         0.000000         0.000000
## 20521  NorthAmerica  <=50K         7.862497         0.000000
## 20528  NorthAmerica   >50K         0.000000         0.000000
## 20535  NorthAmerica  <=50K         0.000000         0.000000
## 20544         EAsia   >50K         0.000000         0.000000
## 20545  NorthAmerica  <=50K         0.000000         0.000000
## 20546  NorthAmerica   >50K         0.000000         0.000000
## 20551  NorthAmerica  <=50K         0.000000         0.000000
## 20558  NorthAmerica   >50K         8.895493         0.000000
## 20561  NorthAmerica  <=50K         0.000000         0.000000
## 20567  NorthAmerica  <=50K         0.000000         0.000000
## 20574  NorthAmerica  <=50K         0.000000         0.000000
## 20586  NorthAmerica  <=50K         0.000000         0.000000
## 20587  NorthAmerica  <=50K         0.000000         0.000000
## 20604  NorthAmerica   >50K         0.000000         0.000000
## 20607  NorthAmerica  <=50K         0.000000         7.622175
## 20614  NorthAmerica   >50K        11.512925         0.000000
## 20619  NorthAmerica  <=50K         0.000000         0.000000
## 20620  NorthAmerica  <=50K         0.000000         0.000000
## 20621  NorthAmerica  <=50K         0.000000         0.000000
## 20624  NorthAmerica  <=50K         0.000000         0.000000
## 20638  NorthAmerica  <=50K         0.000000         0.000000
## 20640  NorthAmerica   >50K         0.000000         0.000000
## 20656  NorthAmerica  <=50K         0.000000         0.000000
## 20658  CentrAmerica  <=50K         0.000000         0.000000
## 20662  NorthAmerica   >50K         9.617471         0.000000
## 20667  NorthAmerica  <=50K         0.000000         0.000000
## 20676  NorthAmerica  <=50K         0.000000         0.000000
## 20680  NorthAmerica  <=50K         0.000000         0.000000
## 20690  NorthAmerica  <=50K         0.000000         0.000000
## 20693         EAsia  <=50K         0.000000         0.000000
## 20699         EAsia  <=50K         0.000000         0.000000
## 20702  NorthAmerica  <=50K         0.000000         0.000000
## 20705  NorthAmerica   >50K         0.000000         0.000000
## 20706  NorthAmerica  <=50K         0.000000         0.000000
## 20716  NorthAmerica  <=50K         0.000000         0.000000
## 20724  NorthAmerica   >50K         0.000000         0.000000
## 20726  NorthAmerica   >50K         0.000000         7.589842
## 20727  NorthAmerica  <=50K         0.000000         0.000000
## 20732  NorthAmerica   >50K         9.261129         0.000000
## 20736  NorthAmerica   >50K         0.000000         0.000000
## 20737  NorthAmerica   >50K         0.000000         7.551187
## 20738  NorthAmerica  <=50K         0.000000         0.000000
## 20742  NorthAmerica  <=50K         0.000000         0.000000
## 20743  NorthAmerica  <=50K         0.000000         0.000000
## 20760  NorthAmerica  <=50K         0.000000         0.000000
## 20763  NorthAmerica  <=50K         0.000000         0.000000
## 20771  NorthAmerica  <=50K         0.000000         7.422374
## 20773  NorthAmerica  <=50K         0.000000         0.000000
## 20777  NorthAmerica  <=50K         0.000000         0.000000
## 20782  NorthAmerica  <=50K         0.000000         0.000000
## 20786  NorthAmerica  <=50K         0.000000         0.000000
## 20790  NorthAmerica  <=50K         0.000000         0.000000
## 20793  NorthAmerica  <=50K         0.000000         0.000000
## 20812  NorthAmerica   >50K         9.261129         0.000000
## 20815  NorthAmerica  <=50K         0.000000         0.000000
## 20823  NorthAmerica  <=50K         0.000000         0.000000
## 20828  NorthAmerica  <=50K         8.832004         0.000000
## 20831  NorthAmerica  <=50K         0.000000         0.000000
## 20833  NorthAmerica  <=50K         0.000000         0.000000
## 20834  NorthAmerica  <=50K         0.000000         0.000000
## 20845  NorthAmerica  <=50K         0.000000         0.000000
## 20848  CentrAmerica  <=50K         0.000000         0.000000
## 20853  NorthAmerica  <=50K         7.967627         0.000000
## 20856  NorthAmerica  <=50K         7.786552         0.000000
## 20857  NorthAmerica  <=50K         0.000000         0.000000
## 20858  NorthAmerica  <=50K         0.000000         0.000000
## 20859  NorthAmerica  <=50K         0.000000         0.000000
## 20872  NorthAmerica  <=50K         0.000000         0.000000
## 20873  NorthAmerica  <=50K         0.000000         0.000000
## 20877  NorthAmerica   >50K         0.000000         0.000000
## 20884  NorthAmerica  <=50K         0.000000         0.000000
## 20885  NorthAmerica   >50K         0.000000         0.000000
## 20888         SAsia  <=50K         0.000000         0.000000
## 20894  NorthAmerica   >50K         0.000000         0.000000
## 20898  NorthAmerica  <=50K         0.000000         0.000000
## 20902  NorthAmerica  <=50K         0.000000         0.000000
## 20913  NorthAmerica  <=50K         0.000000         0.000000
## 20916  NorthAmerica  <=50K         0.000000         0.000000
## 20917  NorthAmerica  <=50K         0.000000         0.000000
## 20919  NorthAmerica   >50K         0.000000         0.000000
## 20921  NorthAmerica  <=50K         0.000000         0.000000
## 20926  NorthAmerica  <=50K         0.000000         0.000000
## 20931  NorthAmerica  <=50K         0.000000         0.000000
## 20938  NorthAmerica   >50K         0.000000         0.000000
## 20945  NorthAmerica  <=50K         0.000000         0.000000
## 20951  NorthAmerica  <=50K         0.000000         0.000000
## 20953  NorthAmerica  <=50K         0.000000         0.000000
## 20954  NorthAmerica  <=50K         0.000000         0.000000
## 20957  NorthAmerica  <=50K         0.000000         0.000000
## 20961  NorthAmerica  <=50K         0.000000         0.000000
## 20962  NorthAmerica  <=50K         0.000000         0.000000
## 20976  NorthAmerica  <=50K         0.000000         0.000000
## 20984  NorthAmerica  <=50K         8.310169         0.000000
## 20989  NorthAmerica  <=50K         0.000000         0.000000
## 20994  NorthAmerica  <=50K         0.000000         0.000000
## 20997  NorthAmerica   >50K         8.386401         0.000000
## 21000  NorthAmerica  <=50K         0.000000         0.000000
## 21004  NorthAmerica  <=50K         0.000000         0.000000
## 21010  NorthAmerica  <=50K         0.000000         0.000000
## 21013  NorthAmerica  <=50K         0.000000         0.000000
## 21031  NorthAmerica  <=50K         0.000000         0.000000
## 21055  NorthAmerica  <=50K         0.000000         0.000000
## 21066        Europe   >50K         0.000000         0.000000
## 21070  NorthAmerica  <=50K         0.000000         0.000000
## 21075  NorthAmerica  <=50K         0.000000         0.000000
## 21077  SouthAmerica  <=50K         0.000000         0.000000
## 21078  NorthAmerica   >50K         8.947546         0.000000
## 21083  NorthAmerica  <=50K         0.000000         0.000000
## 21085  NorthAmerica  <=50K         0.000000         0.000000
## 21089  NorthAmerica  <=50K         0.000000         0.000000
## 21101  NorthAmerica  <=50K         0.000000         0.000000
## 21108  NorthAmerica  <=50K         0.000000         7.722678
## 21118  NorthAmerica  <=50K         0.000000         0.000000
## 21121  NorthAmerica  <=50K         0.000000         0.000000
## 21127  CentrAmerica  <=50K         0.000000         0.000000
## 21129         SAsia   >50K         0.000000         0.000000
## 21136  NorthAmerica   >50K         0.000000         0.000000
## 21137  NorthAmerica  <=50K         0.000000         0.000000
## 21140  NorthAmerica  <=50K         0.000000         0.000000
## 21141  NorthAmerica  <=50K         0.000000         0.000000
## 21148  NorthAmerica   >50K         0.000000         7.789869
## 21155  NorthAmerica  <=50K         0.000000         0.000000
## 21157  NorthAmerica   >50K         0.000000         0.000000
## 21159         EAsia  <=50K         0.000000         0.000000
## 21169  NorthAmerica  <=50K         0.000000         0.000000
## 21179  NorthAmerica  <=50K         0.000000         0.000000
## 21190  NorthAmerica   >50K         0.000000         0.000000
## 21193  NorthAmerica  <=50K         0.000000         0.000000
## 21198  NorthAmerica  <=50K         0.000000         0.000000
## 21199  NorthAmerica   >50K         9.906084         0.000000
## 21202  NorthAmerica   >50K         0.000000         0.000000
## 21203  NorthAmerica  <=50K         0.000000         0.000000
## 21204  NorthAmerica   >50K         0.000000         0.000000
## 21207  NorthAmerica   >50K         0.000000         0.000000
## 21218  NorthAmerica  <=50K         0.000000         0.000000
## 21222  NorthAmerica  <=50K         0.000000         0.000000
## 21228  NorthAmerica  <=50K         0.000000         0.000000
## 21234  NorthAmerica  <=50K         0.000000         0.000000
## 21237  NorthAmerica  <=50K         0.000000         0.000000
## 21238  NorthAmerica  <=50K         0.000000         0.000000
## 21241  NorthAmerica   >50K         0.000000         0.000000
## 21242  NorthAmerica   >50K         0.000000         0.000000
## 21250  NorthAmerica   >50K         0.000000         0.000000
## 21251  NorthAmerica   >50K         0.000000         0.000000
## 21262  NorthAmerica   >50K         9.617471         0.000000
## 21265  CentrAmerica  <=50K         0.000000         0.000000
## 21266  NorthAmerica  <=50K         0.000000         0.000000
## 21273  NorthAmerica  <=50K         0.000000         0.000000
## 21275  NorthAmerica   >50K         0.000000         0.000000
## 21278  NorthAmerica  <=50K         0.000000         0.000000
## 21281  NorthAmerica   >50K         0.000000         0.000000
## 21286  NorthAmerica  <=50K         0.000000         0.000000
## 21294  NorthAmerica  <=50K         0.000000         0.000000
## 21295  NorthAmerica  <=50K         0.000000         0.000000
## 21297  NorthAmerica  <=50K         0.000000         7.316548
## 21301  NorthAmerica  <=50K         0.000000         0.000000
## 21315  NorthAmerica   >50K         0.000000         0.000000
## 21327  NorthAmerica  <=50K         0.000000         0.000000
## 21338  NorthAmerica  <=50K         0.000000         0.000000
## 21352  NorthAmerica   >50K         0.000000         7.589842
## 21361  NorthAmerica  <=50K         0.000000         0.000000
## 21367  NorthAmerica  <=50K         0.000000         0.000000
## 21375  NorthAmerica   >50K         0.000000         0.000000
## 21383  CentrAmerica  <=50K         0.000000         0.000000
## 21387  NorthAmerica  <=50K         0.000000         0.000000
## 21389  NorthAmerica  <=50K         0.000000         0.000000
## 21393  NorthAmerica   >50K         0.000000         0.000000
## 21394  CentrAmerica  <=50K         0.000000         0.000000
## 21405  NorthAmerica  <=50K         0.000000         0.000000
## 21412  NorthAmerica  <=50K         0.000000         0.000000
## 21414  NorthAmerica  <=50K         0.000000         0.000000
## 21425        Europe   >50K         0.000000         0.000000
## 21432  CentrAmerica  <=50K         0.000000         0.000000
## 21436  NorthAmerica   >50K         0.000000         0.000000
## 21437  NorthAmerica  <=50K         0.000000         0.000000
## 21438  NorthAmerica  <=50K         0.000000         0.000000
## 21440  NorthAmerica  <=50K         0.000000         0.000000
## 21454  NorthAmerica   >50K         0.000000         0.000000
## 21457  NorthAmerica   >50K         8.452761         0.000000
## 21467  NorthAmerica  <=50K         0.000000         7.454141
## 21473  NorthAmerica  <=50K         0.000000         0.000000
## 21477  NorthAmerica   >50K         9.571157         0.000000
## 21490  NorthAmerica   >50K        11.512925         0.000000
## 21493  NorthAmerica  <=50K         0.000000         0.000000
## 21496  NorthAmerica  <=50K         0.000000         0.000000
## 21497  NorthAmerica  <=50K         0.000000         0.000000
## 21503  SouthAmerica  <=50K         0.000000         0.000000
## 21508  NorthAmerica  <=50K         0.000000         0.000000
## 21509  NorthAmerica  <=50K         0.000000         0.000000
## 21512  NorthAmerica  <=50K         0.000000         0.000000
## 21513  NorthAmerica   >50K         0.000000         0.000000
## 21515  NorthAmerica   >50K         0.000000         0.000000
## 21516  NorthAmerica  <=50K         0.000000         0.000000
## 21519  NorthAmerica  <=50K         0.000000         0.000000
## 21523  NorthAmerica  <=50K         0.000000         0.000000
## 21532  CentrAmerica  <=50K         0.000000         7.462215
## 21539  NorthAmerica  <=50K         7.948032         0.000000
## 21550  NorthAmerica  <=50K         0.000000         0.000000
## 21556  NorthAmerica  <=50K         0.000000         0.000000
## 21563  NorthAmerica  <=50K         0.000000         0.000000
## 21570        Europe   >50K         0.000000         0.000000
## 21571  NorthAmerica  <=50K         0.000000         0.000000
## 21572  NorthAmerica  <=50K         0.000000         0.000000
## 21574  NorthAmerica   >50K         0.000000         0.000000
## 21577  NorthAmerica  <=50K         0.000000         0.000000
## 21583  NorthAmerica   >50K         9.617471         0.000000
## 21588        Europe   >50K         9.261129         0.000000
## 21593  NorthAmerica  <=50K         0.000000         0.000000
## 21597  NorthAmerica  <=50K         0.000000         0.000000
## 21598  NorthAmerica   >50K         0.000000         0.000000
## 21604  NorthAmerica  <=50K         0.000000         0.000000
## 21607  NorthAmerica   >50K         0.000000         0.000000
## 21614  NorthAmerica  <=50K         0.000000         0.000000
## 21623  NorthAmerica  <=50K         0.000000         0.000000
## 21626   USTerritory  <=50K         0.000000         0.000000
## 21631  NorthAmerica  <=50K         0.000000         0.000000
## 21634  NorthAmerica  <=50K         0.000000         0.000000
## 21637        Europe  <=50K         0.000000         0.000000
## 21645  NorthAmerica  <=50K         0.000000         0.000000
## 21646  NorthAmerica  <=50K         0.000000         0.000000
## 21654  NorthAmerica  <=50K         0.000000         7.462215
## 21672  NorthAmerica  <=50K         0.000000         0.000000
## 21684  NorthAmerica  <=50K         0.000000         0.000000
## 21686  NorthAmerica  <=50K         0.000000         0.000000
## 21709  NorthAmerica  <=50K         0.000000         0.000000
## 21710  NorthAmerica  <=50K         0.000000         0.000000
## 21714  NorthAmerica  <=50K         0.000000         0.000000
## 21720  NorthAmerica  <=50K         0.000000         0.000000
## 21727  NorthAmerica  <=50K         0.000000         7.303843
## 21729  NorthAmerica  <=50K         0.000000         0.000000
## 21730        Europe   >50K         0.000000         0.000000
## 21733  NorthAmerica   >50K         0.000000         0.000000
## 21735  NorthAmerica  <=50K         0.000000         0.000000
## 21739  NorthAmerica  <=50K         0.000000         0.000000
## 21742  NorthAmerica  <=50K         0.000000         0.000000
## 21747  NorthAmerica  <=50K         0.000000         0.000000
## 21748  NorthAmerica  <=50K         0.000000         0.000000
## 21762  NorthAmerica  <=50K         0.000000         0.000000
## 21763  NorthAmerica  <=50K         0.000000         0.000000
## 21765  NorthAmerica  <=50K         0.000000         0.000000
## 21774  NorthAmerica  <=50K         0.000000         0.000000
## 21792  NorthAmerica  <=50K         0.000000         0.000000
## 21802  NorthAmerica  <=50K         8.444838         0.000000
## 21805  NorthAmerica  <=50K         0.000000         0.000000
## 21807  NorthAmerica   >50K         0.000000         0.000000
## 21810  NorthAmerica  <=50K         0.000000         0.000000
## 21811  NorthAmerica  <=50K         0.000000         0.000000
## 21827  NorthAmerica   >50K         0.000000         0.000000
## 21828  NorthAmerica  <=50K         0.000000         0.000000
## 21830  NorthAmerica  <=50K         0.000000         0.000000
## 21837  SouthAmerica  <=50K         0.000000         0.000000
## 21849  NorthAmerica  <=50K         0.000000         0.000000
## 21855  NorthAmerica  <=50K         0.000000         0.000000
## 21859  NorthAmerica  <=50K         0.000000         0.000000
## 21865  NorthAmerica  <=50K         7.684784         0.000000
## 21868  NorthAmerica  <=50K         0.000000         0.000000
## 21870  NorthAmerica  <=50K         0.000000         0.000000
## 21871  NorthAmerica  <=50K         0.000000         0.000000
## 21879  NorthAmerica  <=50K         0.000000         0.000000
## 21883  NorthAmerica  <=50K         0.000000         0.000000
## 21890  NorthAmerica  <=50K         0.000000         0.000000
## 21892  NorthAmerica   >50K         8.895493         0.000000
## 21893  NorthAmerica   >50K        10.131619         0.000000
## 21895  NorthAmerica   >50K         0.000000         0.000000
## 21901  NorthAmerica   >50K         0.000000         0.000000
## 21903  NorthAmerica   >50K         8.895493         0.000000
## 21906  NorthAmerica  <=50K         0.000000         0.000000
## 21914  NorthAmerica  <=50K         0.000000         0.000000
## 21919  NorthAmerica  <=50K         0.000000         0.000000
## 21922        Europe  <=50K         0.000000         0.000000
## 21924  NorthAmerica  <=50K         0.000000         0.000000
## 21928  NorthAmerica   >50K         0.000000         0.000000
## 21929  NorthAmerica  <=50K         0.000000         0.000000
## 21935  NorthAmerica  <=50K         0.000000         0.000000
## 21938  NorthAmerica  <=50K         0.000000         0.000000
## 21942  NorthAmerica  <=50K         0.000000         0.000000
## 21952        Europe  <=50K         8.413831         0.000000
## 21954  NorthAmerica  <=50K         0.000000         0.000000
## 21958  NorthAmerica  <=50K         0.000000         0.000000
## 21967  NorthAmerica  <=50K         0.000000         0.000000
## 21971  NorthAmerica  <=50K         0.000000         0.000000
## 21976  NorthAmerica  <=50K         0.000000         0.000000
## 21978  NorthAmerica  <=50K         0.000000         0.000000
## 21982  NorthAmerica  <=50K         0.000000         0.000000
## 21992  NorthAmerica  <=50K         0.000000         0.000000
## 21994  NorthAmerica   >50K         0.000000         0.000000
## 22005  NorthAmerica  <=50K         0.000000         0.000000
## 22013  NorthAmerica  <=50K         0.000000         0.000000
## 22020  NorthAmerica  <=50K         0.000000         0.000000
## 22026  NorthAmerica  <=50K         0.000000         0.000000
## 22027  NorthAmerica   >50K         0.000000         0.000000
## 22040  NorthAmerica  <=50K         0.000000         0.000000
## 22043  NorthAmerica  <=50K         0.000000         0.000000
## 22059  NorthAmerica  <=50K         0.000000         0.000000
## 22062  CentrAmerica  <=50K         0.000000         0.000000
## 22064  NorthAmerica   >50K         0.000000         0.000000
## 22065  NorthAmerica  <=50K         0.000000         0.000000
## 22071  NorthAmerica  <=50K         0.000000         0.000000
## 22078  NorthAmerica  <=50K         0.000000         0.000000
## 22079  NorthAmerica   >50K         0.000000         0.000000
## 22080  NorthAmerica  <=50K         0.000000         0.000000
## 22083  NorthAmerica  <=50K         0.000000         0.000000
## 22089  NorthAmerica  <=50K         0.000000         0.000000
## 22095  NorthAmerica  <=50K         0.000000         0.000000
## 22102  NorthAmerica  <=50K         8.238008         0.000000
## 22104  NorthAmerica  <=50K         0.000000         0.000000
## 22108  NorthAmerica  <=50K         0.000000         0.000000
## 22112  NorthAmerica   >50K         0.000000         0.000000
## 22114  NorthAmerica  <=50K         0.000000         0.000000
## 22117  NorthAmerica  <=50K         0.000000         0.000000
## 22121  NorthAmerica   >50K         0.000000         0.000000
## 22122  NorthAmerica  <=50K         0.000000         0.000000
## 22129  NorthAmerica   >50K         8.895493         0.000000
## 22134  NorthAmerica  <=50K         0.000000         0.000000
## 22136  NorthAmerica  <=50K         0.000000         0.000000
## 22141  NorthAmerica   >50K         0.000000         0.000000
## 22144  NorthAmerica  <=50K         0.000000         0.000000
## 22153  NorthAmerica   >50K         0.000000         0.000000
## 22161  NorthAmerica  <=50K         0.000000         0.000000
## 22162  NorthAmerica  <=50K         0.000000         0.000000
## 22163  NorthAmerica  <=50K         0.000000         0.000000
## 22168  NorthAmerica  <=50K         0.000000         0.000000
## 22174  NorthAmerica  <=50K         0.000000         0.000000
## 22176  NorthAmerica  <=50K         0.000000         0.000000
## 22177  NorthAmerica  <=50K         0.000000         0.000000
## 22180  NorthAmerica  <=50K         0.000000         0.000000
## 22182  CentrAmerica   >50K         0.000000         0.000000
## 22187  NorthAmerica  <=50K         0.000000         0.000000
## 22188  NorthAmerica  <=50K         0.000000         0.000000
## 22189  NorthAmerica  <=50K         0.000000         0.000000
## 22195  NorthAmerica   >50K         0.000000         0.000000
## 22196  NorthAmerica  <=50K         0.000000         0.000000
## 22197  NorthAmerica  <=50K         0.000000         0.000000
## 22202  NorthAmerica  <=50K         0.000000         0.000000
## 22211   USTerritory   >50K         0.000000         0.000000
## 22212  NorthAmerica  <=50K         0.000000         0.000000
## 22213  NorthAmerica  <=50K         0.000000         0.000000
## 22216  NorthAmerica  <=50K         0.000000         0.000000
## 22217  NorthAmerica  <=50K         0.000000         0.000000
## 22227  NorthAmerica  <=50K         0.000000         0.000000
## 22230  NorthAmerica  <=50K         0.000000         0.000000
## 22237  NorthAmerica  <=50K         0.000000         0.000000
## 22244  NorthAmerica  <=50K         0.000000         0.000000
## 22248  NorthAmerica  <=50K         8.757941         0.000000
## 22253  NorthAmerica   >50K         8.947546         0.000000
## 22254  NorthAmerica  <=50K         0.000000         0.000000
## 22259  NorthAmerica  <=50K         0.000000         0.000000
## 22263  NorthAmerica  <=50K         0.000000         0.000000
## 22270  NorthAmerica  <=50K         0.000000         0.000000
## 22272  NorthAmerica  <=50K         0.000000         0.000000
## 22273  NorthAmerica   >50K         0.000000         7.551187
## 22274  NorthAmerica  <=50K         0.000000         0.000000
## 22275  NorthAmerica  <=50K         0.000000         0.000000
## 22277  NorthAmerica   >50K         0.000000         0.000000
## 22279  NorthAmerica  <=50K         0.000000         0.000000
## 22280  NorthAmerica   >50K         0.000000         0.000000
## 22286  NorthAmerica   >50K         0.000000         7.551187
## 22288  NorthAmerica  <=50K         0.000000         0.000000
## 22293        Europe  <=50K         0.000000         0.000000
## 22295  NorthAmerica  <=50K         0.000000         0.000000
## 22301  CentrAmerica  <=50K         0.000000         0.000000
## 22304  NorthAmerica  <=50K         0.000000         0.000000
## 22305  NorthAmerica  <=50K         0.000000         0.000000
## 22310  NorthAmerica   >50K         0.000000         0.000000
## 22312  NorthAmerica  <=50K         0.000000         0.000000
## 22314  NorthAmerica  <=50K         0.000000         0.000000
## 22333  NorthAmerica   >50K         0.000000         0.000000
## 22334  NorthAmerica  <=50K         0.000000         0.000000
## 22338  NorthAmerica   >50K         0.000000         0.000000
## 22343  NorthAmerica  <=50K         0.000000         7.722678
## 22344  NorthAmerica  <=50K         0.000000         0.000000
## 22345  NorthAmerica  <=50K         0.000000         0.000000
## 22347  NorthAmerica  <=50K         0.000000         0.000000
## 22351   USTerritory  <=50K         0.000000         0.000000
## 22354  NorthAmerica  <=50K         7.652546         0.000000
## 22375  NorthAmerica  <=50K         0.000000         0.000000
## 22377  SouthAmerica  <=50K         0.000000         0.000000
## 22378  NorthAmerica  <=50K         0.000000         0.000000
## 22387  NorthAmerica  <=50K         0.000000         0.000000
## 22389  NorthAmerica   >50K         0.000000         0.000000
## 22404  NorthAmerica  <=50K         0.000000         0.000000
## 22413  NorthAmerica  <=50K         0.000000         0.000000
## 22417  NorthAmerica  <=50K         0.000000         0.000000
## 22425  NorthAmerica   >50K         0.000000         0.000000
## 22427  NorthAmerica  <=50K         0.000000         0.000000
## 22437  NorthAmerica  <=50K         0.000000         0.000000
## 22439  NorthAmerica  <=50K         0.000000         0.000000
## 22440  NorthAmerica   >50K         0.000000         0.000000
## 22441  NorthAmerica  <=50K         0.000000         0.000000
## 22454  NorthAmerica  <=50K         0.000000         0.000000
## 22458  NorthAmerica  <=50K         0.000000         0.000000
## 22459  NorthAmerica   >50K         0.000000         0.000000
## 22464  NorthAmerica  <=50K         0.000000         0.000000
## 22469  NorthAmerica  <=50K         0.000000         0.000000
## 22472  NorthAmerica  <=50K         0.000000         0.000000
## 22473  NorthAmerica  <=50K         0.000000         0.000000
## 22482  NorthAmerica  <=50K         0.000000         0.000000
## 22483  NorthAmerica  <=50K         0.000000         0.000000
## 22485  NorthAmerica  <=50K         0.000000         0.000000
## 22488         EAsia  <=50K         0.000000         0.000000
## 22500  NorthAmerica  <=50K         0.000000         0.000000
## 22506  NorthAmerica   >50K         0.000000         0.000000
## 22511  CentrAmerica  <=50K         0.000000         0.000000
## 22530  NorthAmerica  <=50K         0.000000         0.000000
## 22535  NorthAmerica  <=50K         0.000000         0.000000
## 22552  NorthAmerica  <=50K         0.000000         0.000000
## 22573  NorthAmerica  <=50K         0.000000         0.000000
## 22583  NorthAmerica  <=50K         0.000000         0.000000
## 22584  NorthAmerica  <=50K         0.000000         0.000000
## 22589  NorthAmerica  <=50K         0.000000         0.000000
## 22593  NorthAmerica   >50K         0.000000         0.000000
## 22595  NorthAmerica  <=50K         0.000000         7.602401
## 22607  NorthAmerica  <=50K         0.000000         0.000000
## 22609  NorthAmerica   >50K         0.000000         0.000000
## 22610  NorthAmerica  <=50K         0.000000         0.000000
## 22616  NorthAmerica  <=50K         0.000000         0.000000
## 22622  NorthAmerica  <=50K         0.000000         0.000000
## 22627  NorthAmerica  <=50K         0.000000         0.000000
## 22629  NorthAmerica  <=50K         7.697575         0.000000
## 22630  NorthAmerica  <=50K         0.000000         0.000000
## 22633  NorthAmerica  <=50K         0.000000         0.000000
## 22634  NorthAmerica  <=50K         0.000000         0.000000
## 22646  NorthAmerica  <=50K         7.948032         0.000000
## 22649  NorthAmerica  <=50K         0.000000         0.000000
## 22653        Europe  <=50K         0.000000         0.000000
## 22654  NorthAmerica  <=50K         0.000000         0.000000
## 22661  NorthAmerica  <=50K         0.000000         0.000000
## 22664  NorthAmerica  <=50K         0.000000         0.000000
## 22667  NorthAmerica  <=50K         0.000000         0.000000
## 22690  NorthAmerica  <=50K         0.000000         0.000000
## 22699  NorthAmerica  <=50K         0.000000         0.000000
## 22700  NorthAmerica  <=50K         0.000000         0.000000
## 22705        Europe   >50K         0.000000         0.000000
## 22712  NorthAmerica  <=50K         0.000000         0.000000
## 22714  NorthAmerica   >50K         0.000000         0.000000
## 22716  NorthAmerica  <=50K         0.000000         0.000000
## 22717  NorthAmerica   >50K         0.000000         0.000000
## 22724  NorthAmerica   >50K         9.617471         0.000000
## 22726  NorthAmerica  <=50K         0.000000         0.000000
## 22735  NorthAmerica  <=50K         0.000000         0.000000
## 22742  NorthAmerica  <=50K         0.000000         0.000000
## 22749  NorthAmerica   >50K         0.000000         7.551187
## 22751  NorthAmerica  <=50K         0.000000         0.000000
## 22752  NorthAmerica  <=50K         0.000000         0.000000
## 22757  NorthAmerica  <=50K         0.000000         0.000000
## 22761  NorthAmerica  <=50K         0.000000         0.000000
## 22767  NorthAmerica  <=50K         0.000000         0.000000
## 22768        Europe   >50K         0.000000         0.000000
## 22770  NorthAmerica  <=50K         0.000000         0.000000
## 22781  NorthAmerica   >50K         0.000000         0.000000
## 22783        Europe   >50K         0.000000         0.000000
## 22786  NorthAmerica  <=50K         0.000000         0.000000
## 22787  NorthAmerica  <=50K         0.000000         0.000000
## 22788  NorthAmerica  <=50K         0.000000         0.000000
## 22802  NorthAmerica  <=50K         0.000000         7.374629
## 22803  NorthAmerica  <=50K         0.000000         0.000000
## 22816  NorthAmerica  <=50K         4.744932         0.000000
## 22817  NorthAmerica  <=50K         0.000000         0.000000
## 22821  NorthAmerica  <=50K         0.000000         0.000000
## 22825  NorthAmerica  <=50K         0.000000         0.000000
## 22827  NorthAmerica  <=50K         0.000000         0.000000
## 22828         EAsia   >50K         0.000000         0.000000
## 22839  NorthAmerica  <=50K         0.000000         0.000000
## 22843  NorthAmerica  <=50K         0.000000         0.000000
## 22844  NorthAmerica  <=50K         0.000000         0.000000
## 22848  NorthAmerica   >50K         0.000000         7.543273
## 22850  NorthAmerica  <=50K         0.000000         0.000000
## 22853  NorthAmerica  <=50K         0.000000         0.000000
## 22862  CentrAmerica   >50K         0.000000         0.000000
## 22876  NorthAmerica  <=50K         0.000000         0.000000
## 22878  NorthAmerica  <=50K         0.000000         0.000000
## 22885  NorthAmerica  <=50K         0.000000         0.000000
## 22897  SouthAmerica  <=50K         0.000000         0.000000
## 22910  NorthAmerica  <=50K         0.000000         0.000000
## 22923  NorthAmerica  <=50K         0.000000         0.000000
## 22924  NorthAmerica  <=50K         0.000000         0.000000
## 22925  NorthAmerica   >50K         0.000000         0.000000
## 22927  NorthAmerica  <=50K         0.000000         0.000000
## 22933  NorthAmerica  <=50K         0.000000         0.000000
## 22934  NorthAmerica   >50K         0.000000         0.000000
## 22939  NorthAmerica  <=50K         0.000000         0.000000
## 22940  NorthAmerica  <=50K         0.000000         0.000000
## 22957         EAsia  <=50K         0.000000         0.000000
## 22961  NorthAmerica  <=50K         0.000000         0.000000
## 22962  NorthAmerica  <=50K         0.000000         0.000000
## 22972  NorthAmerica   >50K         0.000000         0.000000
## 22974  NorthAmerica  <=50K         0.000000         0.000000
## 22975  NorthAmerica  <=50K         0.000000         0.000000
## 22979  NorthAmerica   >50K         0.000000         0.000000
## 22995  NorthAmerica  <=50K         0.000000         0.000000
## 22996  NorthAmerica   >50K         0.000000         0.000000
## 22997  NorthAmerica  <=50K         0.000000         0.000000
## 23000  NorthAmerica  <=50K         0.000000         0.000000
## 23004  NorthAmerica  <=50K         0.000000         0.000000
## 23005  NorthAmerica  <=50K         0.000000         0.000000
## 23011  NorthAmerica   >50K         0.000000         0.000000
## 23018  NorthAmerica  <=50K         0.000000         0.000000
## 23022  SouthAmerica  <=50K         0.000000         0.000000
## 23025  NorthAmerica  <=50K         0.000000         0.000000
## 23029  NorthAmerica   >50K         0.000000         0.000000
## 23031  NorthAmerica  <=50K         0.000000         0.000000
## 23037  NorthAmerica  <=50K         0.000000         0.000000
## 23046  NorthAmerica   >50K         0.000000         0.000000
## 23053  NorthAmerica   >50K         0.000000         0.000000
## 23054  NorthAmerica  <=50K         0.000000         0.000000
## 23055  NorthAmerica  <=50K         0.000000         8.211754
## 23062  NorthAmerica   >50K         0.000000         0.000000
## 23065  NorthAmerica  <=50K         0.000000         0.000000
## 23070  NorthAmerica  <=50K         0.000000         7.372118
## 23072  NorthAmerica  <=50K         0.000000         0.000000
## 23076  NorthAmerica  <=50K         0.000000         0.000000
## 23078  NorthAmerica  <=50K         0.000000         0.000000
## 23081  NorthAmerica   >50K         0.000000         0.000000
## 23085  NorthAmerica  <=50K         0.000000         0.000000
## 23089  NorthAmerica  <=50K         0.000000         0.000000
## 23093  NorthAmerica  <=50K         0.000000         0.000000
## 23100  NorthAmerica  <=50K         0.000000         0.000000
## 23105  NorthAmerica  <=50K         0.000000         0.000000
## 23109  NorthAmerica  <=50K         0.000000         0.000000
## 23115  NorthAmerica  <=50K         0.000000         0.000000
## 23123  NorthAmerica  <=50K         0.000000         0.000000
## 23126  NorthAmerica  <=50K         0.000000         0.000000
## 23128  NorthAmerica  <=50K         0.000000         0.000000
## 23139  NorthAmerica  <=50K         0.000000         0.000000
## 23144  NorthAmerica  <=50K         0.000000         0.000000
## 23145  NorthAmerica  <=50K         0.000000         0.000000
## 23155  NorthAmerica  <=50K         0.000000         0.000000
## 23157  NorthAmerica  <=50K         0.000000         0.000000
## 23158  NorthAmerica  <=50K         7.736744         0.000000
## 23164  NorthAmerica  <=50K         0.000000         0.000000
## 23165  NorthAmerica   >50K         0.000000         0.000000
## 23187  NorthAmerica  <=50K         0.000000         0.000000
## 23193  NorthAmerica  <=50K         0.000000         0.000000
## 23207  NorthAmerica  <=50K         0.000000         0.000000
## 23212  NorthAmerica  <=50K         0.000000         0.000000
## 23215  NorthAmerica  <=50K         8.519989         0.000000
## 23223  NorthAmerica   >50K         0.000000         0.000000
## 23227  NorthAmerica  <=50K         0.000000         0.000000
## 23233  NorthAmerica  <=50K         0.000000         0.000000
## 23246  NorthAmerica  <=50K         0.000000         0.000000
## 23252  NorthAmerica  <=50K         0.000000         0.000000
## 23253  NorthAmerica  <=50K         0.000000         0.000000
## 23254  NorthAmerica  <=50K         0.000000         0.000000
## 23256  NorthAmerica   >50K         9.617471         0.000000
## 23258  NorthAmerica  <=50K         0.000000         0.000000
## 23259  NorthAmerica  <=50K         0.000000         0.000000
## 23261  NorthAmerica   >50K         8.947546         0.000000
## 23265  NorthAmerica  <=50K         0.000000         0.000000
## 23273  NorthAmerica  <=50K         0.000000         0.000000
## 23281  NorthAmerica   >50K         0.000000         0.000000
## 23284  NorthAmerica  <=50K         0.000000         0.000000
## 23291  NorthAmerica   >50K         0.000000         0.000000
## 23300  NorthAmerica  <=50K         0.000000         0.000000
## 23309  NorthAmerica   >50K         0.000000         7.551187
## 23315  NorthAmerica  <=50K         0.000000         0.000000
## 23318  NorthAmerica   >50K         0.000000         0.000000
## 23319  NorthAmerica   >50K         0.000000         0.000000
## 23323  NorthAmerica  <=50K         0.000000         0.000000
## 23328  NorthAmerica  <=50K         0.000000         0.000000
## 23332  NorthAmerica  <=50K         8.519989         0.000000
## 23333  NorthAmerica  <=50K         0.000000         0.000000
## 23334  NorthAmerica  <=50K         0.000000         0.000000
## 23342  NorthAmerica   >50K         0.000000         0.000000
## 23349  NorthAmerica  <=50K         0.000000         0.000000
## 23356  NorthAmerica  <=50K         0.000000         0.000000
## 23358  NorthAmerica   >50K         0.000000         0.000000
## 23364  NorthAmerica  <=50K         0.000000         0.000000
## 23367  NorthAmerica   >50K         0.000000         7.589842
## 23375  NorthAmerica  <=50K         0.000000         0.000000
## 23376  NorthAmerica  <=50K         0.000000         0.000000
## 23381  NorthAmerica   >50K         0.000000         0.000000
## 23389  NorthAmerica  <=50K         0.000000         0.000000
## 23393  NorthAmerica  <=50K         0.000000         0.000000
## 23394  NorthAmerica  <=50K         0.000000         0.000000
## 23398  NorthAmerica  <=50K         0.000000         0.000000
## 23403  NorthAmerica   >50K         0.000000         0.000000
## 23410  NorthAmerica  <=50K         0.000000         0.000000
## 23419  NorthAmerica  <=50K         0.000000         0.000000
## 23424  NorthAmerica   >50K         8.947546         0.000000
## 23435  CentrAmerica  <=50K         0.000000         0.000000
## 23437  NorthAmerica  <=50K         8.051341         0.000000
## 23445  NorthAmerica  <=50K         0.000000         0.000000
## 23450  NorthAmerica  <=50K         0.000000         0.000000
## 23460  NorthAmerica   >50K         9.906084         0.000000
## 23461         EAsia   >50K         0.000000         0.000000
## 23466  NorthAmerica  <=50K         0.000000         0.000000
## 23472  NorthAmerica   >50K         0.000000         0.000000
## 23487  NorthAmerica  <=50K         7.317876         0.000000
## 23497  NorthAmerica  <=50K         0.000000         0.000000
## 23499  NorthAmerica   >50K         0.000000         0.000000
## 23500  NorthAmerica  <=50K         0.000000         0.000000
## 23522  NorthAmerica  <=50K         0.000000         0.000000
## 23523  NorthAmerica  <=50K         0.000000         0.000000
## 23526  NorthAmerica  <=50K         0.000000         0.000000
## 23533  NorthAmerica  <=50K         0.000000         0.000000
## 23534  NorthAmerica  <=50K         0.000000         0.000000
## 23537  NorthAmerica  <=50K         7.522400         0.000000
## 23542  NorthAmerica  <=50K         0.000000         0.000000
## 23561  NorthAmerica  <=50K         0.000000         0.000000
## 23564  NorthAmerica   >50K         0.000000         0.000000
## 23568  NorthAmerica   >50K         0.000000         0.000000
## 23573  NorthAmerica  <=50K         0.000000         0.000000
## 23576  NorthAmerica  <=50K         0.000000         0.000000
## 23579  NorthAmerica   >50K         0.000000         0.000000
## 23592  NorthAmerica  <=50K         0.000000         0.000000
## 23604  NorthAmerica  <=50K         0.000000         0.000000
## 23605  NorthAmerica  <=50K         0.000000         0.000000
## 23614  NorthAmerica   >50K         0.000000         0.000000
## 23620  NorthAmerica   >50K         0.000000         0.000000
## 23624  NorthAmerica  <=50K         0.000000         0.000000
## 23626  NorthAmerica  <=50K         0.000000         0.000000
## 23631  NorthAmerica  <=50K         0.000000         0.000000
## 23632  CentrAmerica  <=50K         0.000000         0.000000
## 23638  CentrAmerica  <=50K         0.000000         0.000000
## 23639  NorthAmerica  <=50K         0.000000         0.000000
## 23642  NorthAmerica   >50K         9.617471         0.000000
## 23645  NorthAmerica  <=50K         0.000000         0.000000
## 23646  NorthAmerica  <=50K         0.000000         0.000000
## 23648  NorthAmerica  <=50K         0.000000         0.000000
## 23650  NorthAmerica   >50K         9.617471         0.000000
## 23661  NorthAmerica  <=50K         6.388561         0.000000
## 23667  NorthAmerica  <=50K         0.000000         0.000000
## 23670  NorthAmerica  <=50K         0.000000         0.000000
## 23674  NorthAmerica  <=50K         0.000000         7.687080
## 23687  NorthAmerica   >50K         0.000000         0.000000
## 23689  NorthAmerica  <=50K         0.000000         0.000000
## 23691  NorthAmerica  <=50K         0.000000         0.000000
## 23726  NorthAmerica   >50K         0.000000         0.000000
## 23729  NorthAmerica  <=50K         0.000000         0.000000
## 23732  NorthAmerica  <=50K         0.000000         0.000000
## 23734  NorthAmerica   >50K         0.000000         0.000000
## 23735  NorthAmerica  <=50K         0.000000         0.000000
## 23738  NorthAmerica  <=50K         0.000000         0.000000
## 23741  NorthAmerica  <=50K         0.000000         0.000000
## 23743  NorthAmerica  <=50K         0.000000         0.000000
## 23746  NorthAmerica   >50K         0.000000         0.000000
## 23747  NorthAmerica  <=50K         0.000000         0.000000
## 23754  NorthAmerica  <=50K         0.000000         0.000000
## 23757  NorthAmerica   >50K         0.000000         7.589842
## 23759  NorthAmerica  <=50K         0.000000         0.000000
## 23765  NorthAmerica  <=50K         0.000000         0.000000
## 23766  NorthAmerica  <=50K         0.000000         0.000000
## 23770  NorthAmerica   >50K         8.040447         0.000000
## 23773  NorthAmerica  <=50K         0.000000         0.000000
## 23778  NorthAmerica  <=50K         0.000000         0.000000
## 23784  NorthAmerica   >50K         8.895493         0.000000
## 23790  NorthAmerica   >50K         0.000000         7.522400
## 23795  NorthAmerica  <=50K         0.000000         0.000000
## 23796  NorthAmerica  <=50K         0.000000         0.000000
## 23804  CentrAmerica  <=50K         0.000000         0.000000
## 23810  NorthAmerica  <=50K         0.000000         0.000000
## 23815        Europe  <=50K         0.000000         0.000000
## 23822  NorthAmerica  <=50K         0.000000         0.000000
## 23826  NorthAmerica  <=50K         0.000000         0.000000
## 23832  NorthAmerica  <=50K         0.000000         0.000000
## 23833         EAsia  <=50K         0.000000         0.000000
## 23836  NorthAmerica   >50K         0.000000         0.000000
## 23839  NorthAmerica  <=50K         0.000000         0.000000
## 23840  NorthAmerica   >50K         9.261129         0.000000
## 23843  NorthAmerica  <=50K         0.000000         0.000000
## 23850  NorthAmerica   >50K         0.000000         0.000000
## 23852  NorthAmerica  <=50K         0.000000         0.000000
## 23855  NorthAmerica   >50K         8.040447         0.000000
## 23859  NorthAmerica  <=50K         0.000000         0.000000
## 23862  NorthAmerica  <=50K         0.000000         0.000000
## 23867  NorthAmerica  <=50K         0.000000         0.000000
## 23874  NorthAmerica  <=50K         0.000000         0.000000
## 23875  NorthAmerica   >50K         0.000000         0.000000
## 23881  NorthAmerica  <=50K         0.000000         0.000000
## 23884  NorthAmerica  <=50K         0.000000         0.000000
## 23886  NorthAmerica  <=50K         0.000000         0.000000
## 23888  NorthAmerica  <=50K         0.000000         0.000000
## 23891  NorthAmerica   >50K         0.000000         0.000000
## 23895  NorthAmerica   >50K         0.000000         0.000000
## 23903         EAsia  <=50K         0.000000         0.000000
## 23907  NorthAmerica  <=50K         7.317876         0.000000
## 23908  NorthAmerica  <=50K         0.000000         0.000000
## 23909  NorthAmerica  <=50K         0.000000         0.000000
## 23911  CentrAmerica  <=50K         0.000000         0.000000
## 23914  NorthAmerica   >50K         0.000000         0.000000
## 23915  NorthAmerica  <=50K         0.000000         0.000000
## 23917  NorthAmerica   >50K         0.000000         0.000000
## 23918         EAsia  <=50K         0.000000         0.000000
## 23942  NorthAmerica  <=50K         0.000000         0.000000
## 23943  NorthAmerica   >50K         0.000000         0.000000
## 23958  NorthAmerica   >50K         0.000000         0.000000
## 23960  NorthAmerica  <=50K         0.000000         0.000000
## 23967  NorthAmerica  <=50K         6.388561         0.000000
## 23968  NorthAmerica   >50K         0.000000         0.000000
## 23970  NorthAmerica  <=50K         0.000000         0.000000
## 23982  NorthAmerica  <=50K         0.000000         0.000000
## 23986  NorthAmerica  <=50K         0.000000         0.000000
## 23988  NorthAmerica   >50K         0.000000         7.589842
## 23990  NorthAmerica  <=50K         0.000000         0.000000
## 23994  NorthAmerica  <=50K         0.000000         0.000000
## 24002  NorthAmerica  <=50K         0.000000         0.000000
## 24005  NorthAmerica  <=50K         0.000000         0.000000
## 24007         EAsia  <=50K         0.000000         0.000000
## 24011  NorthAmerica   >50K         0.000000         0.000000
## 24021  NorthAmerica  <=50K         0.000000         0.000000
## 24025  NorthAmerica  <=50K         0.000000         0.000000
## 24030  NorthAmerica  <=50K         0.000000         0.000000
## 24036  NorthAmerica  <=50K         0.000000         0.000000
## 24040   USTerritory  <=50K         0.000000         0.000000
## 24045  NorthAmerica   >50K         0.000000         0.000000
## 24047  CentrAmerica  <=50K         0.000000         0.000000
## 24063  NorthAmerica   >50K         0.000000         0.000000
## 24065  NorthAmerica   >50K         0.000000         0.000000
## 24079  NorthAmerica  <=50K         0.000000         0.000000
## 24087  NorthAmerica  <=50K         0.000000         0.000000
## 24089  NorthAmerica  <=50K         0.000000         0.000000
## 24092  NorthAmerica  <=50K         8.109526         0.000000
## 24105  NorthAmerica   >50K         0.000000         0.000000
## 24111  NorthAmerica  <=50K         0.000000         0.000000
## 24114  NorthAmerica   >50K         8.040447         0.000000
## 24115  NorthAmerica  <=50K         0.000000         0.000000
## 24116  NorthAmerica  <=50K         0.000000         0.000000
## 24123  NorthAmerica   >50K         8.895493         0.000000
## 24127        Europe  <=50K         0.000000         0.000000
## 24128  NorthAmerica  <=50K         0.000000         0.000000
## 24129  NorthAmerica   >50K         0.000000         0.000000
## 24133  NorthAmerica  <=50K         0.000000         0.000000
## 24146  NorthAmerica  <=50K         0.000000         0.000000
## 24149  NorthAmerica   >50K         0.000000         0.000000
## 24151  NorthAmerica  <=50K         0.000000         0.000000
## 24152  NorthAmerica  <=50K         0.000000         0.000000
## 24163  NorthAmerica  <=50K         0.000000         0.000000
## 24166  CentrAmerica  <=50K         0.000000         0.000000
## 24171  NorthAmerica   >50K         0.000000         0.000000
## 24177  NorthAmerica  <=50K         0.000000         0.000000
## 24178  NorthAmerica  <=50K         0.000000         0.000000
## 24182  NorthAmerica  <=50K         0.000000         0.000000
## 24184  NorthAmerica  <=50K         0.000000         0.000000
## 24190  NorthAmerica  <=50K         0.000000         0.000000
## 24198  NorthAmerica  <=50K         0.000000         0.000000
## 24206  NorthAmerica  <=50K         7.760893         0.000000
## 24207  NorthAmerica  <=50K         0.000000         0.000000
## 24209  NorthAmerica  <=50K         0.000000         0.000000
## 24219  NorthAmerica  <=50K         0.000000         0.000000
## 24222  NorthAmerica  <=50K         0.000000         0.000000
## 24224  NorthAmerica   >50K         8.947546         0.000000
## 24232  NorthAmerica  <=50K         0.000000         0.000000
## 24236  NorthAmerica  <=50K         0.000000         0.000000
## 24241  SouthAmerica  <=50K         0.000000         0.000000
## 24242  NorthAmerica  <=50K         0.000000         0.000000
## 24248  NorthAmerica   >50K         9.147081         0.000000
## 24256  NorthAmerica  <=50K         0.000000         0.000000
## 24259  NorthAmerica  <=50K         0.000000         0.000000
## 24260  NorthAmerica  <=50K         0.000000         0.000000
## 24262  NorthAmerica  <=50K         0.000000         0.000000
## 24272  NorthAmerica   >50K         0.000000         0.000000
## 24274  NorthAmerica  <=50K         0.000000         0.000000
## 24275  NorthAmerica   >50K         8.767018         0.000000
## 24276  NorthAmerica  <=50K         0.000000         0.000000
## 24278  NorthAmerica  <=50K         0.000000         0.000000
## 24279  NorthAmerica  <=50K         0.000000         0.000000
## 24280  NorthAmerica   >50K         9.269175         0.000000
## 24289  NorthAmerica  <=50K         0.000000         0.000000
## 24292  NorthAmerica  <=50K         0.000000         0.000000
## 24295  NorthAmerica  <=50K         0.000000         0.000000
## 24298  NorthAmerica   >50K        10.136066         0.000000
## 24305  NorthAmerica  <=50K         0.000000         7.361375
## 24306  NorthAmerica  <=50K         7.862497         0.000000
## 24313  NorthAmerica  <=50K         0.000000         0.000000
## 24317  NorthAmerica   >50K         0.000000         7.551187
## 24325  NorthAmerica  <=50K         0.000000         0.000000
## 24329  NorthAmerica  <=50K         0.000000         0.000000
## 24330  NorthAmerica   >50K         0.000000         7.551187
## 24332  NorthAmerica  <=50K         0.000000         0.000000
## 24348  NorthAmerica  <=50K         0.000000         0.000000
## 24358  NorthAmerica  <=50K         0.000000         0.000000
## 24359  NorthAmerica  <=50K         0.000000         0.000000
## 24360  NorthAmerica  <=50K         0.000000         0.000000
## 24365  NorthAmerica   >50K         0.000000         0.000000
## 24392  NorthAmerica  <=50K         0.000000         0.000000
## 24396  NorthAmerica   >50K         0.000000         7.780303
## 24399  NorthAmerica  <=50K         0.000000         0.000000
## 24405  NorthAmerica  <=50K         0.000000         0.000000
## 24407  NorthAmerica  <=50K         0.000000         0.000000
## 24413  NorthAmerica  <=50K         0.000000         0.000000
## 24414  NorthAmerica  <=50K         0.000000         0.000000
## 24422  NorthAmerica  <=50K         0.000000         0.000000
## 24426  NorthAmerica  <=50K         0.000000         0.000000
## 24430  NorthAmerica  <=50K         0.000000         0.000000
## 24441  NorthAmerica   >50K         8.504108         0.000000
## 24445  NorthAmerica  <=50K         0.000000         0.000000
## 24449  NorthAmerica  <=50K         0.000000         0.000000
## 24452  NorthAmerica  <=50K         0.000000         0.000000
## 24461  NorthAmerica  <=50K         0.000000         0.000000
## 24466  CentrAmerica   >50K         9.617471         0.000000
## 24471  NorthAmerica   >50K         0.000000         0.000000
## 24475  NorthAmerica  <=50K         0.000000         0.000000
## 24487  NorthAmerica  <=50K         7.684784         0.000000
## 24493  NorthAmerica  <=50K         0.000000         0.000000
## 24500  NorthAmerica  <=50K         0.000000         0.000000
## 24501  NorthAmerica  <=50K         0.000000         0.000000
## 24502  NorthAmerica  <=50K         0.000000         0.000000
## 24503  NorthAmerica  <=50K         0.000000         0.000000
## 24505  NorthAmerica   >50K         0.000000         0.000000
## 24508  NorthAmerica  <=50K         0.000000         0.000000
## 24511  NorthAmerica   >50K        11.512925         0.000000
## 24512  NorthAmerica   >50K         0.000000         7.774015
## 24516  NorthAmerica  <=50K         0.000000         0.000000
## 24517  NorthAmerica  <=50K         0.000000         0.000000
## 24526  NorthAmerica  <=50K         0.000000         0.000000
## 24533  NorthAmerica  <=50K         0.000000         0.000000
## 24538  NorthAmerica  <=50K         0.000000         0.000000
## 24539  NorthAmerica  <=50K         0.000000         0.000000
## 24547  NorthAmerica  <=50K         0.000000         0.000000
## 24557  NorthAmerica   >50K         0.000000         0.000000
## 24558  NorthAmerica  <=50K         0.000000         0.000000
## 24563  NorthAmerica  <=50K         0.000000         0.000000
## 24577  NorthAmerica   >50K         0.000000         0.000000
## 24578  NorthAmerica  <=50K         0.000000         0.000000
## 24579  NorthAmerica  <=50K         0.000000         0.000000
## 24583  NorthAmerica  <=50K         0.000000         0.000000
## 24584  NorthAmerica  <=50K         0.000000         0.000000
## 24587  NorthAmerica  <=50K         0.000000         0.000000
## 24588  NorthAmerica  <=50K         0.000000         0.000000
## 24590  NorthAmerica  <=50K         0.000000         0.000000
## 24595  NorthAmerica  <=50K         0.000000         0.000000
## 24596  NorthAmerica  <=50K         0.000000         0.000000
## 24597  NorthAmerica  <=50K         0.000000         0.000000
## 24608  NorthAmerica  <=50K         0.000000         0.000000
## 24610  SouthAmerica  <=50K         0.000000         0.000000
## 24618  NorthAmerica  <=50K         0.000000         0.000000
## 24621  NorthAmerica  <=50K         0.000000         0.000000
## 24627  NorthAmerica  <=50K         0.000000         0.000000
## 24635         EAsia  <=50K         0.000000         0.000000
## 24641  NorthAmerica  <=50K         0.000000         0.000000
## 24644  NorthAmerica   >50K         0.000000         0.000000
## 24646  NorthAmerica  <=50K         0.000000         0.000000
## 24657  NorthAmerica  <=50K         8.150468         0.000000
## 24658  CentrAmerica  <=50K         0.000000         0.000000
## 24659  NorthAmerica  <=50K         0.000000         0.000000
## 24661   USTerritory  <=50K         0.000000         0.000000
## 24664  NorthAmerica  <=50K         0.000000         0.000000
## 24667  NorthAmerica   >50K         0.000000         0.000000
## 24668  NorthAmerica  <=50K         0.000000         0.000000
## 24671  NorthAmerica  <=50K         8.279697         0.000000
## 24679  NorthAmerica  <=50K         0.000000         0.000000
## 24685  NorthAmerica  <=50K         0.000000         0.000000
## 24692  NorthAmerica  <=50K         0.000000         0.000000
## 24694         EAsia  <=50K         0.000000         0.000000
## 24709  NorthAmerica  <=50K         0.000000         0.000000
## 24713  NorthAmerica  <=50K         0.000000         0.000000
## 24721  NorthAmerica  <=50K         0.000000         0.000000
## 24723  NorthAmerica   >50K         0.000000         0.000000
## 24731  NorthAmerica  <=50K         0.000000         0.000000
## 24736  SouthAmerica  <=50K         0.000000         7.679714
## 24737  NorthAmerica  <=50K         0.000000         0.000000
## 24743  NorthAmerica   >50K         0.000000         0.000000
## 24749  NorthAmerica  <=50K         0.000000         0.000000
## 24751  CentrAmerica  <=50K         0.000000         0.000000
## 24757  NorthAmerica  <=50K         0.000000         0.000000
## 24773  NorthAmerica  <=50K         0.000000         7.388946
## 24774  NorthAmerica  <=50K         0.000000         0.000000
## 24778  NorthAmerica  <=50K         0.000000         0.000000
## 24780  NorthAmerica  <=50K         0.000000         0.000000
## 24787  NorthAmerica  <=50K         0.000000         0.000000
## 24794  NorthAmerica  <=50K         0.000000         0.000000
## 24796  NorthAmerica  <=50K         0.000000         0.000000
## 24798  NorthAmerica  <=50K         0.000000         0.000000
## 24806  NorthAmerica  <=50K         0.000000         0.000000
## 24808  NorthAmerica  <=50K         0.000000         0.000000
## 24809  NorthAmerica  <=50K         0.000000         0.000000
## 24814  NorthAmerica  <=50K         0.000000         0.000000
## 24816  NorthAmerica   >50K         0.000000         0.000000
## 24820  NorthAmerica  <=50K         0.000000         0.000000
## 24821  NorthAmerica  <=50K         0.000000         0.000000
## 24825  NorthAmerica  <=50K         0.000000         0.000000
## 24832  NorthAmerica  <=50K         0.000000         0.000000
## 24847  NorthAmerica  <=50K         0.000000         0.000000
## 24848  NorthAmerica   >50K         0.000000         7.717351
## 24857  NorthAmerica  <=50K         0.000000         0.000000
## 24859  NorthAmerica   >50K         0.000000         0.000000
## 24860  NorthAmerica   >50K         0.000000         7.551187
## 24866  NorthAmerica  <=50K         0.000000         0.000000
## 24875  NorthAmerica   >50K         0.000000         0.000000
## 24877        Europe  <=50K         0.000000         0.000000
## 24878        Europe  <=50K         0.000000         0.000000
## 24882  NorthAmerica  <=50K         0.000000         0.000000
## 24887  NorthAmerica  <=50K         0.000000         0.000000
## 24900  NorthAmerica  <=50K         0.000000         0.000000
## 24901  NorthAmerica   >50K         0.000000         0.000000
## 24905  NorthAmerica  <=50K         0.000000         0.000000
## 24915  NorthAmerica  <=50K         0.000000         0.000000
## 24916  NorthAmerica  <=50K         0.000000         7.303843
## 24935  NorthAmerica  <=50K         0.000000         0.000000
## 24954  NorthAmerica  <=50K         0.000000         0.000000
## 24955  NorthAmerica  <=50K         0.000000         0.000000
## 24958  NorthAmerica  <=50K         0.000000         0.000000
## 24959  NorthAmerica  <=50K         0.000000         0.000000
## 24964  NorthAmerica  <=50K         0.000000         0.000000
## 24967  NorthAmerica  <=50K         0.000000         0.000000
## 24977  NorthAmerica  <=50K         0.000000         0.000000
## 24978  NorthAmerica  <=50K         0.000000         0.000000
## 24981  CentrAmerica  <=50K         0.000000         0.000000
## 24982         SAsia  <=50K         0.000000         0.000000
## 24983  NorthAmerica  <=50K         6.962243         0.000000
## 24992  NorthAmerica  <=50K         0.000000         0.000000
## 24993  NorthAmerica  <=50K         0.000000         0.000000
## 24997  NorthAmerica  <=50K         0.000000         0.000000
## 24998  NorthAmerica  <=50K         0.000000         0.000000
## 25002  NorthAmerica  <=50K         0.000000         0.000000
## 25004  NorthAmerica  <=50K         0.000000         0.000000
## 25007  NorthAmerica   >50K         8.552367         0.000000
## 25026        Europe  <=50K         8.051341         0.000000
## 25037  NorthAmerica  <=50K         0.000000         0.000000
## 25040  NorthAmerica   >50K         0.000000         7.589842
## 25042  NorthAmerica  <=50K         0.000000         0.000000
## 25044  NorthAmerica  <=50K         0.000000         0.000000
## 25045  NorthAmerica  <=50K         0.000000         0.000000
## 25053  NorthAmerica  <=50K         0.000000         0.000000
## 25057  NorthAmerica  <=50K         0.000000         0.000000
## 25059  NorthAmerica  <=50K         0.000000         0.000000
## 25072  NorthAmerica  <=50K         0.000000         0.000000
## 25090  NorthAmerica  <=50K         0.000000         0.000000
## 25092  NorthAmerica  <=50K         8.444838         0.000000
## 25093  NorthAmerica  <=50K         0.000000         0.000000
## 25102  NorthAmerica  <=50K         0.000000         0.000000
## 25109  NorthAmerica   >50K         8.895493         0.000000
## 25118  NorthAmerica  <=50K         0.000000         0.000000
## 25119         EAsia  <=50K         0.000000         7.303843
## 25125  NorthAmerica  <=50K         0.000000         0.000000
## 25135  NorthAmerica  <=50K         0.000000         0.000000
## 25136  NorthAmerica   >50K         0.000000         7.589842
## 25141  NorthAmerica  <=50K         0.000000         0.000000
## 25143  NorthAmerica  <=50K         0.000000         0.000000
## 25149  NorthAmerica  <=50K         0.000000         0.000000
## 25150  NorthAmerica   >50K         0.000000         0.000000
## 25151  NorthAmerica   >50K         0.000000         7.355641
## 25153  NorthAmerica  <=50K         0.000000         0.000000
## 25162  NorthAmerica  <=50K         7.883823         0.000000
## 25163  NorthAmerica  <=50K         0.000000         0.000000
## 25177  NorthAmerica  <=50K         0.000000         0.000000
## 25178  NorthAmerica  <=50K         0.000000         0.000000
## 25185  NorthAmerica  <=50K         0.000000         0.000000
## 25186  CentrAmerica  <=50K         0.000000         0.000000
## 25190  NorthAmerica  <=50K         0.000000         0.000000
## 25191  NorthAmerica   >50K         0.000000         0.000000
## 25194  NorthAmerica  <=50K         0.000000         0.000000
## 25199  NorthAmerica  <=50K         0.000000         0.000000
## 25201  NorthAmerica  <=50K         0.000000         0.000000
## 25210  NorthAmerica   >50K         0.000000         0.000000
## 25217  NorthAmerica  <=50K         7.685703         0.000000
## 25220  NorthAmerica  <=50K         0.000000         0.000000
## 25231  NorthAmerica  <=50K         8.444838         0.000000
## 25235  NorthAmerica  <=50K         0.000000         0.000000
## 25239  NorthAmerica  <=50K         0.000000         0.000000
## 25246  NorthAmerica  <=50K         0.000000         0.000000
## 25251  NorthAmerica   >50K         8.552367         0.000000
## 25255  NorthAmerica  <=50K         0.000000         0.000000
## 25256  NorthAmerica   >50K         9.617471         0.000000
## 25258  NorthAmerica  <=50K         0.000000         0.000000
## 25260  NorthAmerica   >50K         9.617471         0.000000
## 25264  NorthAmerica  <=50K         0.000000         0.000000
## 25273  NorthAmerica  <=50K         0.000000         0.000000
## 25274  NorthAmerica  <=50K         0.000000         0.000000
## 25280  NorthAmerica  <=50K         0.000000         0.000000
## 25292  NorthAmerica  <=50K         0.000000         0.000000
## 25297  CentrAmerica  <=50K         0.000000         0.000000
## 25299  NorthAmerica  <=50K         0.000000         0.000000
## 25304  NorthAmerica  <=50K         0.000000         0.000000
## 25318  NorthAmerica  <=50K         0.000000         0.000000
## 25321  NorthAmerica   >50K         0.000000         0.000000
## 25325  NorthAmerica   >50K         0.000000         0.000000
## 25327  NorthAmerica  <=50K         0.000000         0.000000
## 25329  NorthAmerica  <=50K         0.000000         0.000000
## 25330  NorthAmerica  <=50K         0.000000         0.000000
## 25336  NorthAmerica   >50K         0.000000         7.589842
## 25344  NorthAmerica  <=50K         0.000000         0.000000
## 25346  NorthAmerica  <=50K         0.000000         0.000000
## 25349  NorthAmerica  <=50K         0.000000         0.000000
## 25352  NorthAmerica  <=50K         0.000000         0.000000
## 25357  NorthAmerica   >50K         9.617471         0.000000
## 25363  NorthAmerica  <=50K         8.109526         0.000000
## 25376  NorthAmerica  <=50K         0.000000         0.000000
## 25377         SAsia  <=50K         0.000000         0.000000
## 25380  NorthAmerica  <=50K         0.000000         0.000000
## 25382  NorthAmerica   >50K         0.000000         0.000000
## 25383  NorthAmerica  <=50K         0.000000         0.000000
## 25384  NorthAmerica   >50K         0.000000         0.000000
## 25404  NorthAmerica  <=50K         0.000000         0.000000
## 25409  NorthAmerica  <=50K         0.000000         7.395722
## 25412  NorthAmerica   >50K         0.000000         0.000000
## 25413  NorthAmerica  <=50K         0.000000         0.000000
## 25421  NorthAmerica  <=50K         7.685703         0.000000
## 25422  NorthAmerica  <=50K         0.000000         0.000000
## 25427  NorthAmerica   >50K         0.000000         0.000000
## 25430  NorthAmerica   >50K         8.895493         0.000000
## 25431  NorthAmerica  <=50K         0.000000         0.000000
## 25439  NorthAmerica   >50K         0.000000         7.543273
## 25441  NorthAmerica  <=50K         0.000000         0.000000
## 25443  NorthAmerica  <=50K         0.000000         0.000000
## 25453  NorthAmerica  <=50K         0.000000         7.591357
## 25456  NorthAmerica  <=50K         0.000000         0.000000
## 25462  NorthAmerica  <=50K         0.000000         0.000000
## 25473  NorthAmerica  <=50K         0.000000         0.000000
## 25475  NorthAmerica  <=50K         0.000000         0.000000
## 25479  CentrAmerica  <=50K         0.000000         0.000000
## 25489  NorthAmerica  <=50K         0.000000         0.000000
## 25490  NorthAmerica  <=50K         0.000000         0.000000
## 25492  CentrAmerica   >50K         0.000000         7.774015
## 25501  NorthAmerica  <=50K         0.000000         0.000000
## 25505  CentrAmerica  <=50K         0.000000         0.000000
## 25508  NorthAmerica  <=50K         0.000000         0.000000
## 25511  NorthAmerica  <=50K         0.000000         0.000000
## 25517  NorthAmerica  <=50K         0.000000         0.000000
## 25520  NorthAmerica  <=50K         0.000000         0.000000
## 25523  NorthAmerica  <=50K         0.000000         0.000000
## 25526  NorthAmerica  <=50K         0.000000         0.000000
## 25528  NorthAmerica   >50K         0.000000         0.000000
## 25530  NorthAmerica  <=50K         0.000000         0.000000
## 25534  NorthAmerica  <=50K         0.000000         0.000000
## 25542  NorthAmerica  <=50K         0.000000         0.000000
## 25556  NorthAmerica  <=50K         0.000000         0.000000
## 25569  NorthAmerica  <=50K         0.000000         0.000000
## 25570  CentrAmerica  <=50K         7.855932         0.000000
## 25575  CentrAmerica  <=50K         0.000000         0.000000
## 25584  NorthAmerica  <=50K         0.000000         0.000000
## 25585  NorthAmerica  <=50K         0.000000         0.000000
## 25593  NorthAmerica  <=50K         0.000000         0.000000
## 25596  NorthAmerica   >50K         0.000000         0.000000
## 25603  NorthAmerica  <=50K         0.000000         7.722678
## 25611  NorthAmerica   >50K         0.000000         0.000000
## 25624  NorthAmerica   >50K         9.617471         0.000000
## 25644  NorthAmerica  <=50K         0.000000         0.000000
## 25652  NorthAmerica   >50K         0.000000         0.000000
## 25659  NorthAmerica  <=50K         0.000000         0.000000
## 25666  NorthAmerica  <=50K         0.000000         0.000000
## 25670  NorthAmerica  <=50K         0.000000         0.000000
## 25690  NorthAmerica  <=50K         0.000000         0.000000
## 25695  NorthAmerica   >50K         8.552367         0.000000
## 25697         EAsia  <=50K         0.000000         0.000000
## 25702  NorthAmerica  <=50K         0.000000         0.000000
## 25703  NorthAmerica  <=50K         0.000000         0.000000
## 25708  NorthAmerica   >50K         0.000000         0.000000
## 25721  NorthAmerica  <=50K         0.000000         0.000000
## 25724  NorthAmerica  <=50K         0.000000         0.000000
## 25727  NorthAmerica  <=50K         0.000000         0.000000
## 25744         EAsia   >50K         0.000000         0.000000
## 25750  NorthAmerica   >50K         0.000000         0.000000
## 25757  NorthAmerica  <=50K         0.000000         0.000000
## 25760  NorthAmerica  <=50K         0.000000         0.000000
## 25773  NorthAmerica  <=50K         0.000000         0.000000
## 25780  NorthAmerica  <=50K         0.000000         0.000000
## 25781  NorthAmerica  <=50K         0.000000         0.000000
## 25784  NorthAmerica  <=50K         0.000000         0.000000
## 25788  NorthAmerica  <=50K         0.000000         7.757906
## 25790  NorthAmerica   >50K         9.617471         0.000000
## 25793  NorthAmerica  <=50K         0.000000         0.000000
## 25794  NorthAmerica  <=50K         0.000000         7.921173
## 25798  NorthAmerica  <=50K         0.000000         0.000000
## 25801  NorthAmerica   >50K         0.000000         7.589842
## 25804  NorthAmerica   >50K         0.000000         0.000000
## 25809  NorthAmerica   >50K         0.000000         0.000000
## 25812  NorthAmerica  <=50K         0.000000         0.000000
## 25823  NorthAmerica  <=50K         0.000000         0.000000
## 25827  NorthAmerica  <=50K         0.000000         0.000000
## 25841  NorthAmerica   >50K         8.895493         0.000000
## 25842  CentrAmerica   >50K        11.512925         0.000000
## 25849  NorthAmerica  <=50K         0.000000         0.000000
## 25850  NorthAmerica  <=50K         0.000000         0.000000
## 25851  NorthAmerica   >50K         8.895493         0.000000
## 25852  NorthAmerica   >50K         0.000000         0.000000
## 25866  NorthAmerica  <=50K         0.000000         0.000000
## 25868  NorthAmerica  <=50K         0.000000         0.000000
## 25870  NorthAmerica  <=50K         0.000000         0.000000
## 25876  NorthAmerica  <=50K         0.000000         0.000000
## 25879  NorthAmerica  <=50K         0.000000         0.000000
## 25880  NorthAmerica  <=50K         0.000000         0.000000
## 25881  NorthAmerica  <=50K         0.000000         0.000000
## 25892  NorthAmerica  <=50K         0.000000         0.000000
## 25895  NorthAmerica   >50K         0.000000         0.000000
## 25896  NorthAmerica  <=50K         0.000000         0.000000
## 25898         SAsia  <=50K         0.000000         0.000000
## 25900         EAsia  <=50K         0.000000         0.000000
## 25901  NorthAmerica  <=50K         0.000000         0.000000
## 25905  NorthAmerica   >50K         0.000000         0.000000
## 25910  NorthAmerica   >50K         0.000000         0.000000
## 25915  NorthAmerica   >50K         0.000000         7.589842
## 25917  NorthAmerica  <=50K         8.150468         0.000000
## 25919  NorthAmerica  <=50K         0.000000         0.000000
## 25921  NorthAmerica  <=50K         0.000000         0.000000
## 25922  NorthAmerica  <=50K         0.000000         0.000000
## 25925  NorthAmerica  <=50K         8.109526         0.000000
## 25930   USTerritory  <=50K         0.000000         0.000000
## 25935  NorthAmerica  <=50K         0.000000         0.000000
## 25937  NorthAmerica  <=50K         8.209308         0.000000
## 25941  NorthAmerica   >50K         0.000000         0.000000
## 25943  NorthAmerica  <=50K         0.000000         0.000000
## 25951  NorthAmerica  <=50K         0.000000         0.000000
## 25953  NorthAmerica  <=50K         0.000000         0.000000
## 25966  NorthAmerica  <=50K         0.000000         0.000000
## 25967  NorthAmerica   >50K         0.000000         0.000000
## 25969  NorthAmerica  <=50K         0.000000         0.000000
## 25972  NorthAmerica  <=50K         0.000000         0.000000
## 25975  NorthAmerica  <=50K         0.000000         0.000000
## 25979  NorthAmerica  <=50K         0.000000         0.000000
## 25984  NorthAmerica  <=50K         0.000000         0.000000
## 25985  NorthAmerica  <=50K         0.000000         0.000000
## 25992  NorthAmerica   >50K         8.552367         0.000000
## 25993  NorthAmerica   >50K         0.000000         0.000000
## 25998  NorthAmerica   >50K         0.000000         0.000000
## 26013  NorthAmerica  <=50K         0.000000         0.000000
## 26029  NorthAmerica  <=50K         0.000000         0.000000
## 26041  NorthAmerica  <=50K         0.000000         0.000000
## 26043  NorthAmerica  <=50K         0.000000         0.000000
## 26052  NorthAmerica  <=50K         0.000000         0.000000
## 26056  NorthAmerica  <=50K         0.000000         0.000000
## 26060  NorthAmerica  <=50K         0.000000         0.000000
## 26064  NorthAmerica  <=50K         0.000000         0.000000
## 26070  NorthAmerica   >50K         8.947546         0.000000
## 26071  NorthAmerica  <=50K         0.000000         0.000000
## 26077  NorthAmerica   >50K         0.000000         0.000000
## 26078  NorthAmerica  <=50K         0.000000         7.379632
## 26090  NorthAmerica   >50K         0.000000         0.000000
## 26091  NorthAmerica  <=50K         0.000000         0.000000
## 26092         EAsia  <=50K         0.000000         0.000000
## 26099  NorthAmerica   >50K         0.000000         0.000000
## 26100  NorthAmerica  <=50K         0.000000         0.000000
## 26103  NorthAmerica  <=50K         0.000000         0.000000
## 26105  NorthAmerica  <=50K         0.000000         0.000000
## 26109  NorthAmerica  <=50K         0.000000         0.000000
## 26115  NorthAmerica  <=50K         0.000000         0.000000
## 26117  NorthAmerica  <=50K         0.000000         0.000000
## 26126  NorthAmerica  <=50K         0.000000         0.000000
## 26127  NorthAmerica  <=50K         0.000000         0.000000
## 26136  NorthAmerica  <=50K         0.000000         0.000000
## 26142  NorthAmerica  <=50K         0.000000         0.000000
## 26145  NorthAmerica  <=50K         0.000000         0.000000
## 26146  NorthAmerica  <=50K         0.000000         0.000000
## 26151         EAsia   >50K         0.000000         0.000000
## 26153  SouthAmerica  <=50K         0.000000         0.000000
## 26157  NorthAmerica  <=50K         0.000000         0.000000
## 26161        Europe  <=50K         0.000000         0.000000
## 26162  NorthAmerica   >50K         0.000000         0.000000
## 26167  NorthAmerica  <=50K         0.000000         0.000000
## 26169  NorthAmerica   >50K         0.000000         0.000000
## 26177  NorthAmerica  <=50K         0.000000         0.000000
## 26179  NorthAmerica   >50K         9.261129         0.000000
## 26186  NorthAmerica  <=50K         8.519989         0.000000
## 26198  CentrAmerica  <=50K         0.000000         0.000000
## 26201  NorthAmerica  <=50K         0.000000         0.000000
## 26208  NorthAmerica   >50K         0.000000         0.000000
## 26210  NorthAmerica   >50K         0.000000         0.000000
## 26211  NorthAmerica  <=50K         0.000000         0.000000
## 26217  NorthAmerica  <=50K         0.000000         0.000000
## 26225  NorthAmerica  <=50K         0.000000         0.000000
## 26232  NorthAmerica  <=50K         0.000000         0.000000
## 26240  NorthAmerica  <=50K         0.000000         0.000000
## 26241  NorthAmerica  <=50K         0.000000         0.000000
## 26246  NorthAmerica  <=50K         7.684784         0.000000
## 26247  NorthAmerica  <=50K         0.000000         0.000000
## 26253  NorthAmerica  <=50K         0.000000         0.000000
## 26255  NorthAmerica  <=50K         0.000000         0.000000
## 26263  NorthAmerica  <=50K         0.000000         0.000000
## 26266  NorthAmerica  <=50K         0.000000         7.250636
## 26274  NorthAmerica  <=50K         0.000000         0.000000
## 26284  NorthAmerica  <=50K         0.000000         7.250636
## 26290  NorthAmerica   >50K         0.000000         0.000000
## 26292  NorthAmerica  <=50K         0.000000         0.000000
## 26294  NorthAmerica  <=50K         0.000000         0.000000
## 26303  NorthAmerica  <=50K         0.000000         0.000000
## 26312  NorthAmerica  <=50K         0.000000         0.000000
## 26325  NorthAmerica  <=50K         0.000000         7.379632
## 26327  NorthAmerica  <=50K         0.000000         7.365180
## 26334  NorthAmerica  <=50K         0.000000         0.000000
## 26335  NorthAmerica  <=50K         0.000000         0.000000
## 26349  NorthAmerica   >50K         0.000000         0.000000
## 26352  NorthAmerica  <=50K         0.000000         0.000000
## 26356  NorthAmerica  <=50K         0.000000         0.000000
## 26357         SAsia   >50K         8.040447         0.000000
## 26378  CentrAmerica  <=50K         0.000000         0.000000
## 26385  NorthAmerica  <=50K         0.000000         0.000000
## 26388  NorthAmerica  <=50K         0.000000         0.000000
## 26392  NorthAmerica  <=50K         0.000000         0.000000
## 26393  NorthAmerica  <=50K         0.000000         0.000000
## 26401  NorthAmerica   >50K         0.000000         0.000000
## 26402  NorthAmerica  <=50K         0.000000         0.000000
## 26404  NorthAmerica  <=50K         0.000000         0.000000
## 26416         EAsia   >50K         0.000000         7.589842
## 26422  NorthAmerica  <=50K         0.000000         0.000000
## 26426  NorthAmerica  <=50K         0.000000         0.000000
## 26429  NorthAmerica  <=50K         0.000000         0.000000
## 26430  NorthAmerica   >50K         0.000000         0.000000
## 26439        Europe  <=50K         7.684784         0.000000
## 26444  NorthAmerica  <=50K         0.000000         0.000000
## 26446  NorthAmerica  <=50K         0.000000         0.000000
## 26454  NorthAmerica  <=50K         0.000000         0.000000
## 26458         EAsia   >50K         0.000000         7.589842
## 26459  NorthAmerica  <=50K         0.000000         0.000000
## 26465  NorthAmerica  <=50K         0.000000         0.000000
## 26470  NorthAmerica  <=50K         0.000000         0.000000
## 26471  NorthAmerica   >50K         0.000000         0.000000
## 26479  NorthAmerica   >50K         0.000000         0.000000
## 26493  NorthAmerica   >50K         0.000000         0.000000
## 26499  NorthAmerica   >50K         0.000000         7.543273
## 26501  NorthAmerica  <=50K         0.000000         0.000000
## 26508  NorthAmerica  <=50K         0.000000         0.000000
## 26520  NorthAmerica  <=50K         0.000000         0.000000
## 26522  NorthAmerica  <=50K         0.000000         0.000000
## 26524  NorthAmerica  <=50K         0.000000         0.000000
## 26532  CentrAmerica  <=50K         0.000000         0.000000
## 26539  NorthAmerica  <=50K         0.000000         0.000000
## 26544  NorthAmerica  <=50K         0.000000         0.000000
## 26550  NorthAmerica  <=50K         0.000000         7.807103
## 26551  NorthAmerica  <=50K         0.000000         0.000000
## 26560  NorthAmerica   >50K         0.000000         0.000000
## 26561  NorthAmerica   >50K         0.000000         0.000000
## 26564  NorthAmerica  <=50K         0.000000         0.000000
## 26565  NorthAmerica  <=50K         0.000000         0.000000
## 26566  NorthAmerica  <=50K         0.000000         0.000000
## 26567  NorthAmerica  <=50K         0.000000         0.000000
## 26568  NorthAmerica   >50K         0.000000         0.000000
## 26576  NorthAmerica  <=50K         0.000000         0.000000
## 26582  NorthAmerica   >50K         0.000000         0.000000
## 26583  NorthAmerica  <=50K         0.000000         0.000000
## 26584  NorthAmerica  <=50K         0.000000         0.000000
## 26590  NorthAmerica  <=50K         0.000000         0.000000
## 26591  NorthAmerica  <=50K         0.000000         0.000000
## 26596  NorthAmerica  <=50K         0.000000         0.000000
## 26600  NorthAmerica  <=50K         0.000000         7.379632
## 26601  NorthAmerica   >50K         0.000000         0.000000
## 26602  NorthAmerica  <=50K         0.000000         0.000000
## 26605  NorthAmerica  <=50K         0.000000         0.000000
## 26616  NorthAmerica  <=50K         0.000000         0.000000
## 26622  NorthAmerica  <=50K         0.000000         0.000000
## 26627  NorthAmerica  <=50K         0.000000         0.000000
## 26629  NorthAmerica  <=50K         0.000000         0.000000
## 26639  NorthAmerica  <=50K         0.000000         0.000000
## 26643  NorthAmerica  <=50K         0.000000         0.000000
## 26646  NorthAmerica  <=50K         0.000000         0.000000
## 26652   USTerritory  <=50K         0.000000         0.000000
## 26661  NorthAmerica  <=50K         0.000000         0.000000
## 26667  NorthAmerica  <=50K         0.000000         0.000000
## 26668  NorthAmerica  <=50K         0.000000         0.000000
## 26670  NorthAmerica  <=50K         0.000000         0.000000
## 26676  NorthAmerica   >50K         9.552866         0.000000
## 26684  NorthAmerica   >50K         0.000000         0.000000
## 26702  NorthAmerica  <=50K         0.000000         0.000000
## 26704  NorthAmerica  <=50K         0.000000         0.000000
## 26713  NorthAmerica  <=50K         0.000000         0.000000
## 26716  CentrAmerica   >50K         0.000000         0.000000
## 26727  NorthAmerica   >50K         9.571157         0.000000
## 26728  NorthAmerica   >50K         0.000000         0.000000
## 26732  NorthAmerica  <=50K         0.000000         0.000000
## 26738  NorthAmerica  <=50K         0.000000         0.000000
## 26739  NorthAmerica  <=50K         0.000000         0.000000
## 26755  NorthAmerica  <=50K         7.967627         0.000000
## 26759  NorthAmerica  <=50K         0.000000         0.000000
## 26762  NorthAmerica  <=50K         0.000000         0.000000
## 26769  NorthAmerica  <=50K         0.000000         0.000000
## 26776  NorthAmerica  <=50K         0.000000         0.000000
## 26777  NorthAmerica  <=50K         0.000000         0.000000
## 26780  NorthAmerica  <=50K         0.000000         0.000000
## 26781  NorthAmerica   >50K         0.000000         0.000000
## 26782  NorthAmerica  <=50K         0.000000         0.000000
## 26784  NorthAmerica  <=50K         0.000000         0.000000
## 26796  NorthAmerica   >50K         8.781862         0.000000
## 26797  NorthAmerica   >50K         0.000000         0.000000
## 26798  NorthAmerica   >50K         0.000000         7.946264
## 26807  NorthAmerica   >50K         0.000000         0.000000
## 26815  NorthAmerica  <=50K         0.000000         0.000000
## 26816  NorthAmerica  <=50K         0.000000         0.000000
## 26817  NorthAmerica   >50K         8.895493         0.000000
## 26819  NorthAmerica  <=50K         0.000000         0.000000
## 26822  NorthAmerica  <=50K         0.000000         0.000000
## 26825  NorthAmerica  <=50K         0.000000         7.454141
## 26826  NorthAmerica   >50K        11.512925         0.000000
## 26832  NorthAmerica  <=50K         0.000000         0.000000
## 26840  NorthAmerica  <=50K         0.000000         0.000000
## 26842  NorthAmerica   >50K         0.000000         0.000000
## 26850  NorthAmerica  <=50K         0.000000         0.000000
## 26853  NorthAmerica  <=50K         0.000000         0.000000
## 26855  NorthAmerica  <=50K         0.000000         7.372118
## 26872  NorthAmerica   >50K         0.000000         7.551187
## 26875  NorthAmerica  <=50K         0.000000         0.000000
## 26885  NorthAmerica  <=50K         0.000000         0.000000
## 26886  NorthAmerica  <=50K         0.000000         0.000000
## 26887  NorthAmerica   >50K         9.617471         0.000000
## 26888  NorthAmerica   >50K         0.000000         0.000000
## 26896  NorthAmerica  <=50K         0.000000         0.000000
## 26898  NorthAmerica  <=50K         0.000000         0.000000
## 26910  CentrAmerica   >50K         9.906084         0.000000
## 26919  NorthAmerica  <=50K         0.000000         0.000000
## 26922  NorthAmerica  <=50K         0.000000         0.000000
## 26930  NorthAmerica   >50K         0.000000         0.000000
## 26936  NorthAmerica  <=50K         0.000000         0.000000
## 26942  NorthAmerica  <=50K         0.000000         0.000000
## 26944  NorthAmerica   >50K         0.000000         7.589842
## 26949  NorthAmerica  <=50K         0.000000         0.000000
## 26951  NorthAmerica   >50K         0.000000         0.000000
## 26952  NorthAmerica  <=50K         0.000000         0.000000
## 26953  NorthAmerica  <=50K         0.000000         0.000000
## 26957  NorthAmerica  <=50K         0.000000         0.000000
## 26961  NorthAmerica  <=50K         0.000000         0.000000
## 26964  NorthAmerica   >50K         0.000000         7.543273
## 26970  NorthAmerica  <=50K         0.000000         0.000000
## 26971  NorthAmerica  <=50K         0.000000         0.000000
## 26978  NorthAmerica   >50K         9.906084         0.000000
## 26983  NorthAmerica   >50K         0.000000         7.774015
## 26985  NorthAmerica  <=50K         0.000000         0.000000
## 26988  NorthAmerica   >50K         0.000000         0.000000
## 26991  NorthAmerica  <=50K         0.000000         0.000000
## 26996  NorthAmerica  <=50K         0.000000         7.864804
## 27008  NorthAmerica   >50K         0.000000         0.000000
## 27009  NorthAmerica  <=50K         7.317876         0.000000
## 27019  NorthAmerica  <=50K         0.000000         0.000000
## 27025  NorthAmerica  <=50K         0.000000         0.000000
## 27042        Europe   >50K         8.552367         0.000000
## 27054  NorthAmerica  <=50K         0.000000         0.000000
## 27061  NorthAmerica   >50K         0.000000         0.000000
## 27063  NorthAmerica  <=50K         0.000000         0.000000
## 27071  NorthAmerica  <=50K         0.000000         0.000000
## 27079  NorthAmerica  <=50K         0.000000         0.000000
## 27086  NorthAmerica  <=50K         0.000000         0.000000
## 27090  NorthAmerica  <=50K         0.000000         0.000000
## 27092  NorthAmerica  <=50K         0.000000         0.000000
## 27099  NorthAmerica  <=50K         0.000000         0.000000
## 27101  NorthAmerica   >50K         0.000000         0.000000
## 27103  NorthAmerica  <=50K         0.000000         0.000000
## 27117  NorthAmerica   >50K         0.000000         0.000000
## 27119  NorthAmerica   >50K         9.617471         0.000000
## 27128  NorthAmerica  <=50K         0.000000         0.000000
## 27137  NorthAmerica  <=50K         0.000000         0.000000
## 27142  CentrAmerica  <=50K         0.000000         0.000000
## 27143  NorthAmerica   >50K         8.947546         0.000000
## 27149  NorthAmerica  <=50K         0.000000         0.000000
## 27155  NorthAmerica   >50K         0.000000         0.000000
## 27160  NorthAmerica   >50K         8.895493         0.000000
## 27167  NorthAmerica   >50K         0.000000         0.000000
## 27168  NorthAmerica  <=50K         0.000000         0.000000
## 27179  NorthAmerica  <=50K         0.000000         0.000000
## 27191  NorthAmerica  <=50K         7.317876         0.000000
## 27196  NorthAmerica  <=50K         0.000000         0.000000
## 27199  NorthAmerica  <=50K         0.000000         0.000000
## 27202  NorthAmerica  <=50K         0.000000         0.000000
## 27207  NorthAmerica  <=50K         0.000000         0.000000
## 27215         EAsia   >50K         0.000000         0.000000
## 27216  NorthAmerica  <=50K         0.000000         0.000000
## 27222  NorthAmerica   >50K        11.512925         0.000000
## 27223  NorthAmerica  <=50K         0.000000         0.000000
## 27226  NorthAmerica  <=50K         0.000000         0.000000
## 27237  NorthAmerica  <=50K         0.000000         0.000000
## 27242  NorthAmerica  <=50K         0.000000         0.000000
## 27244  NorthAmerica  <=50K         0.000000         0.000000
## 27248  NorthAmerica   >50K         0.000000         0.000000
## 27250  NorthAmerica  <=50K         0.000000         0.000000
## 27255  NorthAmerica   >50K         0.000000         0.000000
## 27256  NorthAmerica  <=50K         0.000000         0.000000
## 27267  NorthAmerica  <=50K         0.000000         0.000000
## 27272  CentrAmerica  <=50K         0.000000         0.000000
## 27275  NorthAmerica  <=50K         0.000000         0.000000
## 27288  NorthAmerica  <=50K         0.000000         0.000000
## 27290         SAsia  <=50K         0.000000         7.365180
## 27310  NorthAmerica  <=50K         0.000000         0.000000
## 27311  NorthAmerica  <=50K         0.000000         0.000000
## 27318  NorthAmerica   >50K         0.000000         0.000000
## 27322  NorthAmerica  <=50K         0.000000         0.000000
## 27326  NorthAmerica  <=50K         0.000000         0.000000
## 27328  NorthAmerica  <=50K         0.000000         0.000000
## 27330         EAsia   >50K         0.000000         0.000000
## 27337  NorthAmerica  <=50K         0.000000         0.000000
## 27340  NorthAmerica  <=50K         0.000000         0.000000
## 27341  NorthAmerica  <=50K         0.000000         0.000000
## 27342  NorthAmerica  <=50K         0.000000         0.000000
## 27370  NorthAmerica  <=50K         0.000000         0.000000
## 27371  NorthAmerica  <=50K         0.000000         0.000000
## 27379  NorthAmerica   >50K         0.000000         0.000000
## 27381  NorthAmerica  <=50K         0.000000         0.000000
## 27394  NorthAmerica  <=50K         0.000000         0.000000
## 27399  NorthAmerica  <=50K         0.000000         0.000000
## 27407  NorthAmerica   >50K         0.000000         0.000000
## 27409  NorthAmerica  <=50K         0.000000         0.000000
## 27411  NorthAmerica  <=50K         0.000000         0.000000
## 27425  NorthAmerica  <=50K         0.000000         0.000000
## 27435  NorthAmerica   >50K         0.000000         0.000000
## 27436  NorthAmerica   >50K         0.000000         0.000000
## 27441  NorthAmerica   >50K         0.000000         0.000000
## 27444  NorthAmerica  <=50K         0.000000         0.000000
## 27459  NorthAmerica   >50K         0.000000         0.000000
## 27461  NorthAmerica  <=50K         0.000000         0.000000
## 27465  NorthAmerica   >50K         8.552367         0.000000
## 27469  NorthAmerica  <=50K         0.000000         0.000000
## 27474  NorthAmerica  <=50K         8.490028         0.000000
## 27475  NorthAmerica  <=50K         0.000000         0.000000
## 27476  NorthAmerica  <=50K         0.000000         0.000000
## 27484  NorthAmerica  <=50K         0.000000         0.000000
## 27491  NorthAmerica   >50K        10.233834         0.000000
## 27497  NorthAmerica  <=50K         0.000000         7.451242
## 27503  NorthAmerica  <=50K         0.000000         0.000000
## 27511  NorthAmerica  <=50K         0.000000         0.000000
## 27515  CentrAmerica  <=50K         0.000000         0.000000
## 27521  NorthAmerica   >50K         0.000000         0.000000
## 27522  NorthAmerica  <=50K         0.000000         0.000000
## 27530  NorthAmerica  <=50K         0.000000         0.000000
## 27532  NorthAmerica  <=50K         0.000000         0.000000
## 27536  NorthAmerica  <=50K         0.000000         0.000000
## 27546  NorthAmerica  <=50K         0.000000         0.000000
## 27547  NorthAmerica  <=50K         0.000000         0.000000
## 27568  NorthAmerica   >50K         0.000000         0.000000
## 27607  NorthAmerica  <=50K         0.000000         0.000000
## 27609  NorthAmerica  <=50K         0.000000         0.000000
## 27613  NorthAmerica  <=50K         0.000000         0.000000
## 27628  NorthAmerica  <=50K         7.685703         0.000000
## 27629  NorthAmerica  <=50K         0.000000         0.000000
## 27631  NorthAmerica  <=50K         0.000000         0.000000
## 27638        Europe   >50K         0.000000         0.000000
## 27649  SouthAmerica  <=50K         8.238008         0.000000
## 27653  NorthAmerica  <=50K         0.000000         0.000000
## 27662         EAsia  <=50K         0.000000         0.000000
## 27670  CentrAmerica  <=50K         0.000000         0.000000
## 27673  NorthAmerica  <=50K         0.000000         0.000000
## 27675  NorthAmerica  <=50K         0.000000         0.000000
## 27677  NorthAmerica  <=50K         0.000000         0.000000
## 27691  NorthAmerica  <=50K         0.000000         0.000000
## 27692  NorthAmerica  <=50K         0.000000         0.000000
## 27712  NorthAmerica  <=50K         8.832004         0.000000
## 27716  NorthAmerica  <=50K         0.000000         0.000000
## 27731  NorthAmerica  <=50K         0.000000         0.000000
## 27738  NorthAmerica  <=50K         0.000000         7.409742
## 27743  NorthAmerica  <=50K         0.000000         0.000000
## 27744  NorthAmerica  <=50K         0.000000         0.000000
## 27746  NorthAmerica  <=50K         0.000000         0.000000
## 27762  NorthAmerica  <=50K         0.000000         0.000000
## 27768  NorthAmerica  <=50K         0.000000         0.000000
## 27770  NorthAmerica   >50K         0.000000         0.000000
## 27773  NorthAmerica   >50K         0.000000         0.000000
## 27778  NorthAmerica  <=50K         0.000000         0.000000
## 27782  NorthAmerica   >50K         9.617471         0.000000
## 27783  NorthAmerica  <=50K         0.000000         0.000000
## 27788  NorthAmerica  <=50K         0.000000         0.000000
## 27792  NorthAmerica  <=50K         0.000000         0.000000
## 27801  NorthAmerica  <=50K         0.000000         0.000000
## 27803  NorthAmerica  <=50K         0.000000         0.000000
## 27805  NorthAmerica  <=50K         0.000000         0.000000
## 27808  NorthAmerica  <=50K         0.000000         0.000000
## 27821  NorthAmerica  <=50K         0.000000         0.000000
## 27826  NorthAmerica   >50K         0.000000         7.551187
## 27827  NorthAmerica  <=50K         0.000000         0.000000
## 27836  NorthAmerica  <=50K         0.000000         0.000000
## 27838  NorthAmerica   >50K         0.000000         0.000000
## 27842  NorthAmerica   >50K         9.617471         0.000000
## 27844  NorthAmerica   >50K         0.000000         7.522400
## 27851  NorthAmerica  <=50K         0.000000         7.601902
## 27853  NorthAmerica  <=50K         0.000000         0.000000
## 27854  NorthAmerica  <=50K         0.000000         0.000000
## 27855  NorthAmerica  <=50K         0.000000         0.000000
## 27867  NorthAmerica  <=50K         0.000000         0.000000
## 27877  NorthAmerica   >50K         0.000000         0.000000
## 27881  NorthAmerica  <=50K         0.000000         0.000000
## 27883  NorthAmerica  <=50K         0.000000         0.000000
## 27891  NorthAmerica  <=50K         0.000000         0.000000
## 27897  NorthAmerica  <=50K         0.000000         0.000000
## 27904  NorthAmerica  <=50K         0.000000         7.699389
## 27905         SAsia  <=50K         0.000000         0.000000
## 27906  NorthAmerica  <=50K         0.000000         0.000000
## 27909        Europe   >50K         8.947546         0.000000
## 27914  NorthAmerica  <=50K         0.000000         0.000000
## 27921  NorthAmerica  <=50K         0.000000         0.000000
## 27926  NorthAmerica   >50K         0.000000         7.780303
## 27940  NorthAmerica   >50K         0.000000         0.000000
## 27949  NorthAmerica   >50K         9.617471         0.000000
## 27952  NorthAmerica   >50K         0.000000         0.000000
## 27955  NorthAmerica   >50K         0.000000         0.000000
## 27956        Europe  <=50K         0.000000         0.000000
## 27962  NorthAmerica  <=50K         0.000000         0.000000
## 27968  NorthAmerica   >50K         8.473868         0.000000
## 27984  NorthAmerica  <=50K         0.000000         0.000000
## 27991  NorthAmerica  <=50K         0.000000         0.000000
## 28002  NorthAmerica   >50K         0.000000         0.000000
## 28003         EAsia   >50K         0.000000         0.000000
## 28006  NorthAmerica  <=50K         0.000000         0.000000
## 28013  NorthAmerica  <=50K         0.000000         0.000000
## 28018  NorthAmerica  <=50K         0.000000         0.000000
## 28021  NorthAmerica  <=50K         0.000000         0.000000
## 28026  NorthAmerica  <=50K         0.000000         0.000000
## 28033  NorthAmerica  <=50K         0.000000         0.000000
## 28034  NorthAmerica  <=50K         0.000000         0.000000
## 28035  NorthAmerica  <=50K         0.000000         0.000000
## 28041  NorthAmerica  <=50K         0.000000         0.000000
## 28046  NorthAmerica  <=50K         0.000000         0.000000
## 28047  NorthAmerica  <=50K         0.000000         7.422374
## 28054  NorthAmerica  <=50K         0.000000         0.000000
## 28059  NorthAmerica   >50K         0.000000         0.000000
## 28061  NorthAmerica  <=50K         0.000000         0.000000
## 28076  CentrAmerica  <=50K         0.000000         0.000000
## 28077  NorthAmerica   >50K         0.000000         0.000000
## 28083  NorthAmerica   >50K         0.000000         0.000000
## 28085  NorthAmerica  <=50K         7.999007         0.000000
## 28095  NorthAmerica   >50K         0.000000         0.000000
## 28096  NorthAmerica  <=50K         0.000000         0.000000
## 28097  NorthAmerica  <=50K         0.000000         0.000000
## 28103  NorthAmerica  <=50K         0.000000         0.000000
## 28105  NorthAmerica  <=50K         0.000000         0.000000
## 28111  NorthAmerica  <=50K         0.000000         0.000000
## 28121  NorthAmerica  <=50K         0.000000         0.000000
## 28128  NorthAmerica  <=50K         0.000000         0.000000
## 28135  NorthAmerica   >50K         0.000000         0.000000
## 28142  NorthAmerica  <=50K         0.000000         0.000000
## 28144  NorthAmerica   >50K         0.000000         7.774015
## 28147  NorthAmerica  <=50K         0.000000         0.000000
## 28152  NorthAmerica  <=50K         0.000000         0.000000
## 28153  NorthAmerica  <=50K         0.000000         0.000000
## 28156  NorthAmerica   >50K         0.000000         0.000000
## 28161  NorthAmerica   >50K         0.000000         0.000000
## 28181  NorthAmerica  <=50K         0.000000         0.000000
## 28190  NorthAmerica  <=50K         0.000000         0.000000
## 28193  NorthAmerica  <=50K         0.000000         0.000000
## 28196  CentrAmerica  <=50K         0.000000         0.000000
## 28199  NorthAmerica  <=50K         0.000000         7.450080
## 28200  NorthAmerica  <=50K         0.000000         0.000000
## 28203  NorthAmerica   >50K         0.000000         7.589842
## 28208  NorthAmerica  <=50K         7.494430         0.000000
## 28210  NorthAmerica   >50K         0.000000         0.000000
## 28211  NorthAmerica  <=50K         0.000000         0.000000
## 28217   USTerritory  <=50K         0.000000         0.000000
## 28218  NorthAmerica  <=50K         0.000000         0.000000
## 28222  NorthAmerica  <=50K         0.000000         0.000000
## 28229  NorthAmerica  <=50K         0.000000         0.000000
## 28236  NorthAmerica  <=50K         0.000000         0.000000
## 28237  NorthAmerica  <=50K         0.000000         0.000000
## 28240  NorthAmerica  <=50K         0.000000         0.000000
## 28243  NorthAmerica  <=50K         0.000000         0.000000
## 28247  NorthAmerica   >50K         0.000000         0.000000
## 28250  NorthAmerica  <=50K         0.000000         0.000000
## 28257  NorthAmerica   >50K         8.552367         0.000000
## 28262  NorthAmerica   >50K         8.947546         0.000000
## 28265         SAsia   >50K        11.512925         0.000000
## 28267  NorthAmerica   >50K         0.000000         0.000000
## 28271         EAsia   >50K         0.000000         0.000000
## 28283  NorthAmerica  <=50K         0.000000         0.000000
## 28287  NorthAmerica   >50K         0.000000         0.000000
## 28288  NorthAmerica  <=50K         0.000000         0.000000
## 28289  NorthAmerica   >50K         8.947546         0.000000
## 28290  NorthAmerica  <=50K         0.000000         0.000000
## 28293  NorthAmerica  <=50K         0.000000         0.000000
## 28296         EAsia  <=50K         0.000000         0.000000
## 28301  NorthAmerica   >50K         0.000000         0.000000
## 28302  CentrAmerica   >50K         0.000000         0.000000
## 28304  NorthAmerica  <=50K         0.000000         7.379632
## 28314  NorthAmerica  <=50K         0.000000         0.000000
## 28316  NorthAmerica   >50K         0.000000         0.000000
## 28318  NorthAmerica  <=50K         0.000000         0.000000
## 28326  NorthAmerica   >50K         9.617471         0.000000
## 28328  NorthAmerica  <=50K         0.000000         0.000000
## 28342  NorthAmerica  <=50K         0.000000         0.000000
## 28350  NorthAmerica   >50K        11.512925         0.000000
## 28353  NorthAmerica  <=50K         0.000000         0.000000
## 28358  SouthAmerica  <=50K         0.000000         0.000000
## 28359  NorthAmerica  <=50K         0.000000         0.000000
## 28363  NorthAmerica   >50K         0.000000         0.000000
## 28366  NorthAmerica  <=50K         0.000000         0.000000
## 28367  NorthAmerica   >50K         0.000000         0.000000
## 28375  NorthAmerica  <=50K         0.000000         7.462215
## 28383  NorthAmerica  <=50K         0.000000         0.000000
## 28387  NorthAmerica  <=50K         0.000000         0.000000
## 28396   USTerritory  <=50K         0.000000         0.000000
## 28423  CentrAmerica  <=50K         0.000000         0.000000
## 28439  NorthAmerica  <=50K         0.000000         0.000000
## 28442  CentrAmerica  <=50K         0.000000         0.000000
## 28447  NorthAmerica   >50K         9.147081         0.000000
## 28450  NorthAmerica  <=50K         0.000000         0.000000
## 28458  NorthAmerica   >50K         0.000000         0.000000
## 28465  NorthAmerica  <=50K         0.000000         0.000000
## 28466  NorthAmerica  <=50K         0.000000         0.000000
## 28467  CentrAmerica  <=50K         0.000000         0.000000
## 28469  NorthAmerica  <=50K         7.967627         0.000000
## 28470  NorthAmerica   >50K         8.552367         0.000000
## 28471  NorthAmerica   >50K         0.000000         0.000000
## 28474  NorthAmerica  <=50K         0.000000         0.000000
## 28478  NorthAmerica  <=50K         0.000000         0.000000
## 28481  SouthAmerica  <=50K         0.000000         0.000000
## 28488        Europe  <=50K         0.000000         0.000000
## 28501  CentrAmerica  <=50K         0.000000         0.000000
## 28503  NorthAmerica  <=50K         0.000000         0.000000
## 28507  NorthAmerica   >50K         0.000000         0.000000
## 28513  NorthAmerica  <=50K         0.000000         0.000000
## 28514  NorthAmerica  <=50K         0.000000         0.000000
## 28518  NorthAmerica  <=50K         0.000000         0.000000
## 28520  NorthAmerica   >50K         0.000000         7.543273
## 28533  NorthAmerica  <=50K         0.000000         0.000000
## 28540  NorthAmerica  <=50K         0.000000         0.000000
## 28549  NorthAmerica  <=50K         0.000000         0.000000
## 28555  NorthAmerica  <=50K         0.000000         0.000000
## 28558         SAsia   >50K         0.000000         0.000000
## 28570  NorthAmerica  <=50K         0.000000         0.000000
## 28571  NorthAmerica   >50K         0.000000         0.000000
## 28573  NorthAmerica  <=50K         0.000000         0.000000
## 28578  NorthAmerica  <=50K         0.000000         0.000000
## 28583  NorthAmerica  <=50K         0.000000         0.000000
## 28590  CentrAmerica  <=50K         0.000000         0.000000
## 28594   USTerritory  <=50K         0.000000         0.000000
## 28601        Europe  <=50K         0.000000         0.000000
## 28605  NorthAmerica  <=50K         8.051341         0.000000
## 28609  NorthAmerica  <=50K         0.000000         0.000000
## 28613  NorthAmerica  <=50K         0.000000         0.000000
## 28614  NorthAmerica   >50K         9.617471         0.000000
## 28617  NorthAmerica   >50K         0.000000         0.000000
## 28622  NorthAmerica  <=50K         0.000000         0.000000
## 28639  NorthAmerica  <=50K         0.000000         0.000000
## 28644  NorthAmerica  <=50K         0.000000         0.000000
## 28649  NorthAmerica  <=50K         0.000000         0.000000
## 28652         SAsia   >50K         0.000000         0.000000
## 28653  NorthAmerica   >50K         0.000000         7.789869
## 28656  NorthAmerica  <=50K         0.000000         0.000000
## 28659  NorthAmerica   >50K         0.000000         0.000000
## 28663  NorthAmerica  <=50K         0.000000         0.000000
## 28679  NorthAmerica   >50K         0.000000         0.000000
## 28682  NorthAmerica  <=50K         0.000000         0.000000
## 28703  NorthAmerica   >50K         0.000000         0.000000
## 28706  CentrAmerica   >50K         0.000000         0.000000
## 28712  NorthAmerica  <=50K         0.000000         0.000000
## 28725  NorthAmerica   >50K         0.000000         0.000000
## 28727  NorthAmerica  <=50K         0.000000         0.000000
## 28732  NorthAmerica  <=50K         0.000000         0.000000
## 28736  NorthAmerica   >50K         0.000000         0.000000
## 28744  NorthAmerica  <=50K         0.000000         0.000000
## 28750  NorthAmerica  <=50K         0.000000         0.000000
## 28760  NorthAmerica   >50K         0.000000         0.000000
## 28763  NorthAmerica  <=50K         0.000000         0.000000
## 28764  NorthAmerica  <=50K         0.000000         0.000000
## 28766  NorthAmerica  <=50K         7.789455         0.000000
## 28780  NorthAmerica  <=50K         0.000000         0.000000
## 28782  NorthAmerica  <=50K         0.000000         0.000000
## 28786  NorthAmerica  <=50K         0.000000         0.000000
## 28790  NorthAmerica  <=50K         0.000000         0.000000
## 28792  NorthAmerica  <=50K         0.000000         0.000000
## 28794  NorthAmerica  <=50K         0.000000         0.000000
## 28796  NorthAmerica  <=50K         0.000000         0.000000
## 28798  NorthAmerica  <=50K         0.000000         0.000000
## 28809  NorthAmerica  <=50K         0.000000         0.000000
## 28818  NorthAmerica   >50K         0.000000         0.000000
## 28819  NorthAmerica  <=50K         0.000000         0.000000
## 28821  NorthAmerica  <=50K         0.000000         0.000000
## 28822  NorthAmerica  <=50K         8.444838         0.000000
## 28825  NorthAmerica   >50K         0.000000         0.000000
## 28826  NorthAmerica  <=50K         0.000000         0.000000
## 28832  NorthAmerica  <=50K         0.000000         0.000000
## 28844  NorthAmerica  <=50K         0.000000         0.000000
## 28845  NorthAmerica  <=50K         0.000000         0.000000
## 28846        Europe  <=50K         0.000000         0.000000
## 28858  NorthAmerica  <=50K         0.000000         0.000000
## 28861  NorthAmerica  <=50K         0.000000         0.000000
## 28872  NorthAmerica  <=50K         0.000000         0.000000
## 28879  NorthAmerica  <=50K         0.000000         0.000000
## 28885         EAsia  <=50K         0.000000         0.000000
## 28905  NorthAmerica  <=50K         0.000000         0.000000
## 28907  NorthAmerica  <=50K         0.000000         0.000000
## 28909  NorthAmerica   >50K         0.000000         0.000000
## 28914  NorthAmerica  <=50K         8.386401         0.000000
## 28918  NorthAmerica  <=50K         0.000000         7.372118
## 28933  CentrAmerica  <=50K         0.000000         0.000000
## 28937  NorthAmerica  <=50K         0.000000         0.000000
## 28941  NorthAmerica   >50K         0.000000         7.522400
## 28943         EAsia  <=50K         0.000000         0.000000
## 28948  NorthAmerica  <=50K         0.000000         0.000000
## 28952  NorthAmerica  <=50K         0.000000         7.462215
## 28959  NorthAmerica  <=50K         0.000000         0.000000
## 28962  NorthAmerica  <=50K         0.000000         0.000000
## 28964  NorthAmerica   >50K         0.000000         0.000000
## 28966  CentrAmerica  <=50K         0.000000         0.000000
## 28974  NorthAmerica  <=50K         0.000000         0.000000
## 28976  NorthAmerica  <=50K         0.000000         0.000000
## 28980  NorthAmerica   >50K         0.000000         0.000000
## 28981  NorthAmerica   >50K         0.000000         0.000000
## 28988  NorthAmerica  <=50K         0.000000         7.551187
## 28990  NorthAmerica   >50K         9.617471         0.000000
## 28992  NorthAmerica  <=50K         0.000000         0.000000
## 28994  NorthAmerica  <=50K         0.000000         0.000000
## 28996         EAsia   >50K         0.000000         0.000000
## 28998  NorthAmerica   >50K         0.000000         0.000000
## 29006  NorthAmerica   >50K         0.000000         0.000000
## 29008  NorthAmerica  <=50K         0.000000         0.000000
## 29013  NorthAmerica  <=50K         0.000000         0.000000
## 29015  NorthAmerica  <=50K         7.684784         0.000000
## 29016   USTerritory  <=50K         0.000000         0.000000
## 29020  CentrAmerica  <=50K         0.000000         0.000000
## 29021  NorthAmerica  <=50K         0.000000         0.000000
## 29032  NorthAmerica  <=50K         0.000000         0.000000
## 29034  CentrAmerica  <=50K         0.000000         0.000000
## 29040  NorthAmerica   >50K         0.000000         0.000000
## 29049  NorthAmerica  <=50K         0.000000         0.000000
## 29050  NorthAmerica  <=50K         0.000000         0.000000
## 29055  NorthAmerica  <=50K         0.000000         0.000000
## 29056  NorthAmerica   >50K         0.000000         0.000000
## 29075  NorthAmerica  <=50K         0.000000         0.000000
## 29078  NorthAmerica   >50K         0.000000         0.000000
## 29081  NorthAmerica  <=50K         0.000000         0.000000
## 29097  NorthAmerica  <=50K         0.000000         0.000000
## 29098  NorthAmerica  <=50K         0.000000         0.000000
## 29120  NorthAmerica  <=50K         0.000000         0.000000
## 29121  NorthAmerica  <=50K         0.000000         0.000000
## 29127  NorthAmerica  <=50K         0.000000         0.000000
## 29131  NorthAmerica  <=50K         0.000000         0.000000
## 29133  NorthAmerica  <=50K         0.000000         0.000000
## 29137  NorthAmerica  <=50K         0.000000         0.000000
## 29139  NorthAmerica   >50K         0.000000         0.000000
## 29142  NorthAmerica  <=50K         0.000000         0.000000
## 29149  NorthAmerica  <=50K         7.753624         0.000000
## 29151  NorthAmerica  <=50K         0.000000         0.000000
## 29158  NorthAmerica   >50K         0.000000         0.000000
## 29159         EAsia  <=50K         0.000000         0.000000
## 29161  NorthAmerica  <=50K         0.000000         0.000000
## 29164  NorthAmerica  <=50K         0.000000         0.000000
## 29166  NorthAmerica   >50K         0.000000         0.000000
## 29177  NorthAmerica   >50K         9.617471         0.000000
## 29180  NorthAmerica  <=50K         0.000000         0.000000
## 29187  NorthAmerica  <=50K         0.000000         0.000000
## 29190  NorthAmerica  <=50K         0.000000         0.000000
## 29191  NorthAmerica  <=50K         0.000000         0.000000
## 29209  NorthAmerica  <=50K         0.000000         0.000000
## 29219  CentrAmerica  <=50K         0.000000         0.000000
## 29228  NorthAmerica  <=50K         0.000000         0.000000
## 29236  NorthAmerica  <=50K         0.000000         0.000000
## 29239  NorthAmerica  <=50K         0.000000         0.000000
## 29240  NorthAmerica   >50K         0.000000         0.000000
## 29246  NorthAmerica  <=50K         0.000000         0.000000
## 29252  NorthAmerica   >50K         0.000000         0.000000
## 29266  NorthAmerica   >50K         0.000000         0.000000
## 29278  NorthAmerica  <=50K         0.000000         0.000000
## 29280  NorthAmerica  <=50K         0.000000         0.000000
## 29284  NorthAmerica  <=50K         0.000000         0.000000
## 29285  CentrAmerica  <=50K         7.685703         0.000000
## 29288  NorthAmerica  <=50K         0.000000         0.000000
## 29293  NorthAmerica   >50K         0.000000         7.589842
## 29294  NorthAmerica  <=50K         0.000000         0.000000
## 29295  NorthAmerica  <=50K         0.000000         0.000000
## 29296  NorthAmerica  <=50K         0.000000         0.000000
## 29299  NorthAmerica  <=50K         0.000000         0.000000
## 29315  NorthAmerica  <=50K         0.000000         0.000000
## 29328  NorthAmerica  <=50K         0.000000         0.000000
## 29329  NorthAmerica   >50K         0.000000         0.000000
## 29331  NorthAmerica  <=50K         0.000000         0.000000
## 29334  NorthAmerica  <=50K         0.000000         0.000000
## 29335  NorthAmerica  <=50K         0.000000         0.000000
## 29338  NorthAmerica  <=50K         0.000000         0.000000
## 29345  NorthAmerica  <=50K         0.000000         0.000000
## 29347  NorthAmerica  <=50K         0.000000         0.000000
## 29348  NorthAmerica  <=50K         0.000000         0.000000
## 29354        Europe  <=50K         0.000000         0.000000
## 29356  NorthAmerica  <=50K         0.000000         0.000000
## 29394         EAsia  <=50K         0.000000         0.000000
## 29395  NorthAmerica  <=50K         0.000000         0.000000
## 29396  NorthAmerica  <=50K         0.000000         0.000000
## 29402  CentrAmerica   >50K         0.000000         0.000000
## 29405  NorthAmerica  <=50K         0.000000         0.000000
## 29406  NorthAmerica  <=50K         0.000000         0.000000
## 29414  NorthAmerica  <=50K         0.000000         0.000000
## 29415  NorthAmerica  <=50K         0.000000         0.000000
## 29419  NorthAmerica  <=50K         0.000000         0.000000
## 29421  CentrAmerica  <=50K         0.000000         0.000000
## 29426  NorthAmerica  <=50K         0.000000         0.000000
## 29433  NorthAmerica  <=50K         0.000000         0.000000
## 29436  NorthAmerica   >50K         0.000000         0.000000
## 29437  NorthAmerica  <=50K         0.000000         0.000000
## 29451  NorthAmerica  <=50K         0.000000         0.000000
## 29452  NorthAmerica  <=50K         0.000000         0.000000
## 29454  NorthAmerica  <=50K         0.000000         0.000000
## 29457  NorthAmerica  <=50K         0.000000         0.000000
## 29464  NorthAmerica  <=50K         0.000000         0.000000
## 29466  NorthAmerica  <=50K         0.000000         0.000000
## 29468  NorthAmerica   >50K         0.000000         0.000000
## 29482  NorthAmerica  <=50K         0.000000         0.000000
## 29483  NorthAmerica  <=50K         0.000000         0.000000
## 29484  NorthAmerica  <=50K         0.000000         0.000000
## 29492  NorthAmerica  <=50K         0.000000         0.000000
## 29494  NorthAmerica  <=50K         0.000000         0.000000
## 29497  NorthAmerica  <=50K         0.000000         0.000000
## 29519  NorthAmerica  <=50K         0.000000         0.000000
## 29524  CentrAmerica   >50K         0.000000         0.000000
## 29529  NorthAmerica  <=50K         0.000000         0.000000
## 29538  NorthAmerica  <=50K         0.000000         0.000000
## 29542  NorthAmerica   >50K         0.000000         0.000000
## 29546  NorthAmerica  <=50K         0.000000         0.000000
## 29552  NorthAmerica  <=50K         0.000000         0.000000
## 29554  NorthAmerica   >50K         0.000000         0.000000
## 29555  NorthAmerica  <=50K         0.000000         0.000000
## 29563  NorthAmerica  <=50K         0.000000         0.000000
## 29569  NorthAmerica  <=50K         0.000000         0.000000
## 29570  NorthAmerica  <=50K         0.000000         0.000000
## 29572  NorthAmerica  <=50K         0.000000         0.000000
## 29573  NorthAmerica  <=50K         7.684784         0.000000
## 29574  NorthAmerica  <=50K         0.000000         0.000000
## 29578  NorthAmerica  <=50K         0.000000         0.000000
## 29581  NorthAmerica  <=50K         0.000000         0.000000
## 29582  NorthAmerica  <=50K         0.000000         0.000000
## 29584  NorthAmerica  <=50K         0.000000         0.000000
## 29586  NorthAmerica   >50K         0.000000         0.000000
## 29591  NorthAmerica  <=50K         0.000000         0.000000
## 29592  NorthAmerica   >50K         0.000000         0.000000
## 29597  NorthAmerica  <=50K         0.000000         0.000000
## 29598  NorthAmerica  <=50K         0.000000         0.000000
## 29602  NorthAmerica  <=50K         0.000000         0.000000
## 29604  NorthAmerica  <=50K         8.779250         0.000000
## 29606  NorthAmerica  <=50K         0.000000         0.000000
## 29615  NorthAmerica  <=50K         0.000000         0.000000
## 29616  NorthAmerica  <=50K         0.000000         0.000000
## 29630  NorthAmerica  <=50K         0.000000         0.000000
## 29631  NorthAmerica  <=50K         0.000000         0.000000
## 29639  NorthAmerica   >50K         8.895493         0.000000
## 29649  NorthAmerica  <=50K         0.000000         0.000000
## 29651  NorthAmerica  <=50K         0.000000         0.000000
## 29657  NorthAmerica  <=50K         0.000000         0.000000
## 29661  NorthAmerica  <=50K         0.000000         7.250636
## 29662  NorthAmerica  <=50K         8.519989         0.000000
## 29666  NorthAmerica  <=50K         0.000000         0.000000
## 29674  NorthAmerica  <=50K         0.000000         0.000000
## 29677  NorthAmerica   >50K         0.000000         7.470794
## 29679  NorthAmerica  <=50K         0.000000         0.000000
## 29684  NorthAmerica   >50K         0.000000         0.000000
## 29696  NorthAmerica  <=50K         0.000000         0.000000
## 29700  NorthAmerica   >50K         0.000000         0.000000
## 29712  NorthAmerica  <=50K         0.000000         0.000000
## 29713  NorthAmerica  <=50K         0.000000         0.000000
## 29717  NorthAmerica  <=50K         0.000000         0.000000
## 29718        Europe   >50K         0.000000         0.000000
## 29719  NorthAmerica   >50K         0.000000         7.543273
## 29720  NorthAmerica   >50K         0.000000         0.000000
## 29721  CentrAmerica  <=50K         0.000000         0.000000
## 29729         SAsia  <=50K         0.000000         0.000000
## 29731  NorthAmerica  <=50K         0.000000         0.000000
## 29732  NorthAmerica  <=50K         0.000000         7.451242
## 29736  NorthAmerica  <=50K         0.000000         0.000000
## 29737  NorthAmerica  <=50K         0.000000         0.000000
## 29744  NorthAmerica  <=50K         0.000000         0.000000
## 29746  NorthAmerica  <=50K         0.000000         0.000000
## 29747  SouthAmerica  <=50K         0.000000         7.379632
## 29748  NorthAmerica  <=50K         0.000000         0.000000
## 29755  NorthAmerica  <=50K         0.000000         0.000000
## 29764  NorthAmerica   >50K         0.000000         0.000000
## 29767  NorthAmerica  <=50K         0.000000         0.000000
## 29771  NorthAmerica  <=50K         0.000000         0.000000
## 29778  CentrAmerica  <=50K         0.000000         0.000000
## 29779  NorthAmerica   >50K         0.000000         0.000000
## 29781  NorthAmerica   >50K         8.947546         0.000000
## 29784  NorthAmerica   >50K         0.000000         0.000000
## 29797  NorthAmerica  <=50K         0.000000         0.000000
## 29800  NorthAmerica  <=50K         0.000000         0.000000
## 29804  NorthAmerica   >50K         9.061260         0.000000
## 29807  NorthAmerica   >50K        11.512925         0.000000
## 29808  NorthAmerica  <=50K         0.000000         0.000000
## 29811  NorthAmerica  <=50K         0.000000         0.000000
## 29812  NorthAmerica  <=50K         0.000000         0.000000
## 29815  NorthAmerica  <=50K         0.000000         0.000000
## 29822  NorthAmerica  <=50K         0.000000         0.000000
## 29829  NorthAmerica  <=50K         0.000000         0.000000
## 29833  NorthAmerica   >50K         0.000000         0.000000
## 29834  NorthAmerica  <=50K         0.000000         0.000000
## 29840  NorthAmerica   >50K         0.000000         7.684784
## 29842  NorthAmerica  <=50K         0.000000         0.000000
## 29850  NorthAmerica  <=50K         0.000000         0.000000
## 29857  NorthAmerica  <=50K         0.000000         0.000000
## 29860  NorthAmerica  <=50K         0.000000         0.000000
## 29862  NorthAmerica   >50K         0.000000         0.000000
## 29864  NorthAmerica  <=50K         0.000000         0.000000
## 29868  NorthAmerica   >50K         0.000000         0.000000
## 29871  NorthAmerica  <=50K         0.000000         0.000000
## 29873  NorthAmerica   >50K         9.617471         0.000000
## 29880  NorthAmerica  <=50K         0.000000         0.000000
## 29881  NorthAmerica  <=50K         0.000000         0.000000
## 29902  NorthAmerica   >50K         0.000000         0.000000
## 29905  NorthAmerica  <=50K         0.000000         0.000000
## 29908  NorthAmerica  <=50K         0.000000         0.000000
## 29915  NorthAmerica  <=50K         0.000000         0.000000
## 29916  NorthAmerica  <=50K         0.000000         0.000000
## 29917   USTerritory  <=50K         0.000000         0.000000
## 29923  NorthAmerica  <=50K         0.000000         0.000000
## 29925  NorthAmerica  <=50K         0.000000         0.000000
## 29926  NorthAmerica  <=50K         0.000000         0.000000
## 29931  NorthAmerica  <=50K         0.000000         0.000000
## 29940  NorthAmerica  <=50K         0.000000         0.000000
## 29941  NorthAmerica  <=50K         0.000000         0.000000
## 29948  NorthAmerica  <=50K         0.000000         0.000000
## 29966  NorthAmerica   >50K         0.000000         0.000000
## 29967  NorthAmerica  <=50K         0.000000         0.000000
## 29970  SouthAmerica  <=50K         0.000000         0.000000
## 29975  NorthAmerica  <=50K         0.000000         0.000000
## 29983  NorthAmerica  <=50K         0.000000         7.379632
## 30005  NorthAmerica  <=50K         0.000000         0.000000
## 30008  CentrAmerica  <=50K         0.000000         0.000000
## 30013  NorthAmerica   >50K         0.000000         0.000000
## 30021  NorthAmerica  <=50K         0.000000         0.000000
## 30025  NorthAmerica  <=50K         0.000000         0.000000
## 30030  NorthAmerica  <=50K         0.000000         0.000000
## 30032  NorthAmerica   >50K         0.000000         0.000000
## 30041  NorthAmerica  <=50K         0.000000         0.000000
## 30053  NorthAmerica   >50K         0.000000         0.000000
## 30056  NorthAmerica  <=50K         0.000000         0.000000
## 30063  NorthAmerica  <=50K         0.000000         0.000000
## 30066  CentrAmerica  <=50K         8.051341         0.000000
## 30074  NorthAmerica  <=50K         0.000000         7.450080
## 30086  NorthAmerica  <=50K         0.000000         0.000000
## 30094  NorthAmerica   >50K         0.000000         0.000000
## 30098  NorthAmerica  <=50K         0.000000         0.000000
## 30099  NorthAmerica  <=50K         0.000000         0.000000
## 30103  NorthAmerica  <=50K         0.000000         0.000000
## 30107  NorthAmerica   >50K         0.000000         0.000000
## 30115  NorthAmerica  <=50K         0.000000         0.000000
## 30119  NorthAmerica   >50K         8.895493         0.000000
## 30122  NorthAmerica  <=50K         0.000000         0.000000
## 30124  NorthAmerica   >50K         8.947546         0.000000
## 30125  NorthAmerica  <=50K         0.000000         0.000000
## 30128  NorthAmerica   >50K         9.261129         0.000000
## 30129  NorthAmerica  <=50K         0.000000         0.000000
## 30130  NorthAmerica   >50K         0.000000         0.000000
## 30132  NorthAmerica  <=50K         0.000000         0.000000
## 30134  NorthAmerica  <=50K         0.000000         0.000000
## 30147  NorthAmerica  <=50K         8.109526         0.000000
## 30151  NorthAmerica  <=50K         0.000000         0.000000
## 30154  NorthAmerica  <=50K         0.000000         0.000000
## 30157  NorthAmerica  <=50K         0.000000         0.000000
## 30158  NorthAmerica  <=50K         0.000000         0.000000
## 30161  NorthAmerica  <=50K         0.000000         0.000000
## 30163  NorthAmerica  <=50K         8.319230         0.000000
## 30165  NorthAmerica  <=50K         0.000000         0.000000
## 30169  CentrAmerica  <=50K         0.000000         0.000000
## 30172  NorthAmerica  <=50K         0.000000         0.000000
## 30188  NorthAmerica  <=50K         0.000000         0.000000
## 30196        Europe  <=50K         0.000000         0.000000
## 30200  NorthAmerica  <=50K         0.000000         0.000000
## 30202  NorthAmerica  <=50K         7.948032         0.000000
## 30211  NorthAmerica  <=50K         0.000000         0.000000
## 30213  NorthAmerica   >50K         8.473868         0.000000
## 30214  NorthAmerica  <=50K         0.000000         0.000000
## 30215  NorthAmerica  <=50K         0.000000         0.000000
## 30217  NorthAmerica   >50K         8.895493         0.000000
## 30227  NorthAmerica  <=50K         0.000000         0.000000
## 30228  NorthAmerica   >50K         0.000000         0.000000
## 30237  NorthAmerica  <=50K         0.000000         0.000000
## 30242  NorthAmerica  <=50K         0.000000         0.000000
## 30258  NorthAmerica  <=50K         0.000000         0.000000
## 30260  NorthAmerica   >50K         8.947546         0.000000
## 30265  NorthAmerica  <=50K         0.000000         0.000000
## 30266  NorthAmerica  <=50K         0.000000         0.000000
## 30273  CentrAmerica  <=50K         0.000000         0.000000
## 30274  NorthAmerica   >50K         0.000000         7.551187
## 30278  NorthAmerica   >50K         8.552367         0.000000
## 30283  NorthAmerica  <=50K         0.000000         0.000000
## 30285  NorthAmerica   >50K         0.000000         7.509883
## 30286  CentrAmerica  <=50K         0.000000         0.000000
## 30291  NorthAmerica   >50K         0.000000         0.000000
## 30305  NorthAmerica  <=50K         0.000000         0.000000
## 30308  NorthAmerica  <=50K         0.000000         7.379632
## 30315  NorthAmerica  <=50K         0.000000         0.000000
## 30316  NorthAmerica   >50K         0.000000         0.000000
## 30323  SouthAmerica  <=50K         0.000000         0.000000
## 30325  NorthAmerica  <=50K         0.000000         0.000000
## 30345  NorthAmerica  <=50K         0.000000         0.000000
## 30348  SouthAmerica  <=50K         0.000000         0.000000
## 30353  NorthAmerica   >50K         0.000000         0.000000
## 30360  NorthAmerica  <=50K         0.000000         0.000000
## 30362  NorthAmerica  <=50K         0.000000         0.000000
## 30367  NorthAmerica  <=50K         0.000000         0.000000
## 30375  NorthAmerica  <=50K         0.000000         0.000000
## 30382  NorthAmerica  <=50K         0.000000         0.000000
## 30385  NorthAmerica  <=50K         0.000000         0.000000
## 30391  NorthAmerica  <=50K         0.000000         0.000000
## 30394  NorthAmerica   >50K         0.000000         0.000000
## 30395  NorthAmerica  <=50K         0.000000         0.000000
## 30412  NorthAmerica  <=50K         0.000000         0.000000
## 30414  NorthAmerica  <=50K         0.000000         0.000000
## 30417  NorthAmerica  <=50K         0.000000         0.000000
## 30422  NorthAmerica  <=50K         7.967627         0.000000
## 30438  NorthAmerica  <=50K         0.000000         0.000000
## 30459  NorthAmerica  <=50K         0.000000         0.000000
## 30460  NorthAmerica  <=50K         0.000000         0.000000
## 30468  NorthAmerica  <=50K         0.000000         0.000000
## 30477  CentrAmerica   >50K         0.000000         7.543273
## 30486  NorthAmerica   >50K         0.000000         0.000000
## 30501  NorthAmerica  <=50K         0.000000         0.000000
## 30514  NorthAmerica  <=50K         0.000000         0.000000
## 30519  NorthAmerica  <=50K         8.051341         0.000000
## 30522  NorthAmerica   >50K         0.000000         0.000000
## 30529  CentrAmerica  <=50K         0.000000         7.303843
## 30530  NorthAmerica  <=50K         0.000000         0.000000
## 30531  NorthAmerica  <=50K         0.000000         0.000000
## 30532  NorthAmerica  <=50K         0.000000         0.000000
## 30539  NorthAmerica  <=50K         0.000000         0.000000
## 30541  NorthAmerica  <=50K         0.000000         0.000000
## 30543  NorthAmerica  <=50K         0.000000         0.000000
## 30548  NorthAmerica  <=50K         0.000000         0.000000
## 30549  NorthAmerica  <=50K         0.000000         0.000000
## 30551  NorthAmerica  <=50K         0.000000         0.000000
## 30553  NorthAmerica  <=50K         0.000000         0.000000
## 30554  NorthAmerica  <=50K         0.000000         0.000000
## 30557  NorthAmerica   >50K         0.000000         0.000000
## 30558  NorthAmerica  <=50K         0.000000         0.000000
## 30565  NorthAmerica   >50K         0.000000         0.000000
## 30571  NorthAmerica  <=50K         0.000000         0.000000
## 30583  CentrAmerica  <=50K         0.000000         0.000000
## 30586  NorthAmerica   >50K         0.000000         0.000000
## 30589  NorthAmerica  <=50K         0.000000         0.000000
## 30600  NorthAmerica  <=50K         0.000000         0.000000
## 30608  NorthAmerica  <=50K         0.000000         0.000000
## 30612  CentrAmerica  <=50K         0.000000         0.000000
## 30614  NorthAmerica  <=50K         0.000000         0.000000
## 30617  NorthAmerica  <=50K         0.000000         0.000000
## 30620  NorthAmerica  <=50K         0.000000         0.000000
## 30621  NorthAmerica   >50K         0.000000         0.000000
## 30622  NorthAmerica   >50K         0.000000         0.000000
## 30628  NorthAmerica  <=50K         0.000000         0.000000
## 30635        Europe  <=50K         0.000000         0.000000
## 30641  NorthAmerica  <=50K         0.000000         0.000000
## 30651  NorthAmerica  <=50K         0.000000         0.000000
## 30659  NorthAmerica  <=50K         0.000000         0.000000
## 30663  NorthAmerica  <=50K         0.000000         0.000000
## 30668  NorthAmerica   >50K         0.000000         0.000000
## 30675  NorthAmerica  <=50K         0.000000         0.000000
## 30686  NorthAmerica  <=50K         0.000000         0.000000
## 30689  NorthAmerica   >50K         0.000000         0.000000
## 30692  NorthAmerica  <=50K         0.000000         0.000000
## 30701  CentrAmerica   >50K         0.000000         0.000000
## 30708  NorthAmerica  <=50K         0.000000         0.000000
## 30713  NorthAmerica  <=50K         0.000000         0.000000
## 30715  NorthAmerica  <=50K         0.000000         0.000000
## 30719  NorthAmerica  <=50K         0.000000         0.000000
## 30720  NorthAmerica  <=50K         0.000000         0.000000
## 30725  NorthAmerica   >50K         0.000000         0.000000
## 30729  NorthAmerica  <=50K         8.813438         0.000000
## 30732  NorthAmerica  <=50K         0.000000         0.000000
## 30735  NorthAmerica   >50K         0.000000         0.000000
## 30737  NorthAmerica   >50K         8.947546         0.000000
## 30742  NorthAmerica  <=50K         0.000000         0.000000
## 30744  CentrAmerica  <=50K         0.000000         0.000000
## 30750  NorthAmerica   >50K         0.000000         7.543273
## 30751  NorthAmerica  <=50K         0.000000         0.000000
## 30762  NorthAmerica  <=50K         0.000000         7.588324
## 30764  NorthAmerica  <=50K         0.000000         0.000000
## 30766  NorthAmerica  <=50K         0.000000         0.000000
## 30767  NorthAmerica   >50K         0.000000         0.000000
## 30781  NorthAmerica  <=50K         0.000000         0.000000
## 30796  NorthAmerica  <=50K         0.000000         0.000000
## 30797  NorthAmerica  <=50K         0.000000         0.000000
## 30810  NorthAmerica  <=50K         0.000000         0.000000
## 30817  NorthAmerica  <=50K         0.000000         0.000000
## 30820  NorthAmerica  <=50K         0.000000         0.000000
## 30823  NorthAmerica  <=50K         0.000000         0.000000
## 30824  NorthAmerica  <=50K         0.000000         7.462789
## 30833  NorthAmerica  <=50K         6.818924         0.000000
## 30834         SAsia   >50K         0.000000         0.000000
## 30836  NorthAmerica   >50K         8.386401         0.000000
## 30845  NorthAmerica  <=50K         0.000000         0.000000
## 30858  NorthAmerica  <=50K         0.000000         0.000000
## 30860  NorthAmerica  <=50K         0.000000         7.374629
## 30863  NorthAmerica  <=50K         7.709308         0.000000
## 30865  NorthAmerica   >50K         0.000000         0.000000
## 30871  NorthAmerica   >50K         0.000000         0.000000
## 30877  NorthAmerica  <=50K         0.000000         0.000000
## 30879  NorthAmerica  <=50K         0.000000         0.000000
## 30884  NorthAmerica  <=50K         0.000000         0.000000
## 30887  NorthAmerica  <=50K         0.000000         0.000000
## 30889  NorthAmerica   >50K         0.000000         0.000000
## 30892  NorthAmerica  <=50K         0.000000         0.000000
## 30893  CentrAmerica  <=50K         0.000000         0.000000
## 30894  NorthAmerica  <=50K         0.000000         0.000000
## 30896  NorthAmerica  <=50K         0.000000         0.000000
## 30898  NorthAmerica  <=50K         0.000000         0.000000
## 30899  NorthAmerica  <=50K         0.000000         0.000000
## 30900  NorthAmerica  <=50K         0.000000         0.000000
## 30904  NorthAmerica  <=50K         0.000000         0.000000
## 30905  NorthAmerica  <=50K         0.000000         0.000000
## 30908  NorthAmerica  <=50K         8.393216         0.000000
## 30918  NorthAmerica  <=50K         0.000000         0.000000
## 30927  NorthAmerica  <=50K         0.000000         0.000000
## 30931  NorthAmerica  <=50K         0.000000         0.000000
## 30933  NorthAmerica   >50K         0.000000         0.000000
## 30940  NorthAmerica  <=50K         0.000000         0.000000
## 30948  NorthAmerica  <=50K         0.000000         0.000000
## 30961  NorthAmerica   >50K         0.000000         0.000000
## 30977  NorthAmerica  <=50K         0.000000         0.000000
## 30978  NorthAmerica  <=50K         0.000000         0.000000
## 30979  NorthAmerica  <=50K         0.000000         0.000000
## 30980  NorthAmerica   >50K         9.617471         0.000000
## 30990  NorthAmerica  <=50K         0.000000         0.000000
## 30992  NorthAmerica  <=50K         0.000000         0.000000
## 30995  NorthAmerica  <=50K         0.000000         0.000000
## 30996  NorthAmerica  <=50K         0.000000         0.000000
## 30998  NorthAmerica  <=50K         0.000000         0.000000
## 30999  NorthAmerica  <=50K         0.000000         0.000000
## 31001  NorthAmerica   >50K         0.000000         0.000000
## 31007  NorthAmerica   >50K         0.000000         7.543273
## 31012  NorthAmerica   >50K         0.000000         0.000000
## 31013  NorthAmerica  <=50K         0.000000         0.000000
## 31033  NorthAmerica  <=50K         0.000000         0.000000
## 31034  CentrAmerica  <=50K         8.135054         0.000000
## 31036  NorthAmerica  <=50K         8.519989         0.000000
## 31042  NorthAmerica  <=50K         0.000000         0.000000
## 31043  NorthAmerica   >50K         0.000000         0.000000
## 31050  NorthAmerica  <=50K         0.000000         0.000000
## 31051  NorthAmerica   >50K         0.000000         0.000000
## 31057  NorthAmerica   >50K         0.000000         7.355641
## 31063  NorthAmerica  <=50K         7.786552         0.000000
## 31071  NorthAmerica   >50K         0.000000         0.000000
## 31073  NorthAmerica  <=50K         0.000000         0.000000
## 31079  NorthAmerica  <=50K         7.685703         0.000000
## 31081  NorthAmerica   >50K         0.000000         7.551187
## 31083  NorthAmerica   >50K         0.000000         0.000000
## 31088  NorthAmerica  <=50K         0.000000         0.000000
## 31089  NorthAmerica  <=50K         0.000000         0.000000
## 31092  NorthAmerica  <=50K         0.000000         0.000000
## 31093  NorthAmerica  <=50K         0.000000         0.000000
## 31095  NorthAmerica  <=50K         0.000000         0.000000
## 31097  NorthAmerica   >50K         0.000000         0.000000
## 31100  NorthAmerica  <=50K         0.000000         0.000000
## 31104  NorthAmerica  <=50K         0.000000         0.000000
## 31111  NorthAmerica   >50K         0.000000         0.000000
## 31112  NorthAmerica   >50K        11.512925         0.000000
## 31113  NorthAmerica  <=50K         0.000000         0.000000
## 31117  NorthAmerica  <=50K         0.000000         0.000000
## 31120  NorthAmerica  <=50K         0.000000         0.000000
## 31121  NorthAmerica  <=50K         0.000000         0.000000
## 31125  NorthAmerica  <=50K         0.000000         0.000000
## 31129  CentrAmerica   >50K         0.000000         0.000000
## 31131  NorthAmerica   >50K         0.000000         0.000000
## 31134  NorthAmerica  <=50K         0.000000         0.000000
## 31136  NorthAmerica  <=50K         8.444838         0.000000
## 31143  NorthAmerica  <=50K         0.000000         0.000000
## 31155  NorthAmerica  <=50K         0.000000         0.000000
## 31156  NorthAmerica  <=50K         0.000000         0.000000
## 31162  NorthAmerica   >50K         0.000000         0.000000
## 31168  NorthAmerica  <=50K         0.000000         0.000000
## 31174  NorthAmerica  <=50K         0.000000         0.000000
## 31183  NorthAmerica   >50K         0.000000         0.000000
## 31186         EAsia   >50K         0.000000         0.000000
## 31192  NorthAmerica  <=50K         0.000000         0.000000
## 31194  NorthAmerica  <=50K         0.000000         0.000000
## 31203        Europe  <=50K         0.000000         0.000000
## 31212  NorthAmerica  <=50K         0.000000         0.000000
## 31217  NorthAmerica   >50K         9.617471         0.000000
## 31229  NorthAmerica  <=50K         0.000000         0.000000
## 31238  NorthAmerica  <=50K         0.000000         0.000000
## 31241  NorthAmerica  <=50K         0.000000         0.000000
## 31250  NorthAmerica  <=50K         0.000000         0.000000
## 31251  NorthAmerica   >50K         0.000000         0.000000
## 31252  NorthAmerica  <=50K         0.000000         0.000000
## 31254  NorthAmerica  <=50K         0.000000         0.000000
## 31255  NorthAmerica   >50K         0.000000         0.000000
## 31262  NorthAmerica  <=50K         0.000000         0.000000
## 31267  NorthAmerica   >50K         9.617471         0.000000
## 31272  NorthAmerica   >50K         0.000000         0.000000
## 31276  NorthAmerica  <=50K         0.000000         0.000000
## 31277  NorthAmerica  <=50K         0.000000         0.000000
## 31278  NorthAmerica   >50K         0.000000         7.355641
## 31283  NorthAmerica   >50K         8.895493         0.000000
## 31286  NorthAmerica  <=50K         0.000000         0.000000
## 31288  NorthAmerica  <=50K         0.000000         7.462215
## 31291  NorthAmerica  <=50K         0.000000         0.000000
## 31300  NorthAmerica  <=50K         0.000000         0.000000
## 31305  NorthAmerica  <=50K         0.000000         0.000000
## 31312  NorthAmerica   >50K         8.895493         0.000000
## 31316  NorthAmerica  <=50K         0.000000         0.000000
## 31318  NorthAmerica  <=50K         0.000000         0.000000
## 31321  NorthAmerica  <=50K         8.209308         0.000000
## 31323  NorthAmerica   >50K         0.000000         0.000000
## 31325  NorthAmerica  <=50K         0.000000         7.201171
## 31326  NorthAmerica  <=50K         0.000000         0.000000
## 31329  NorthAmerica  <=50K         0.000000         0.000000
## 31330  NorthAmerica  <=50K         0.000000         0.000000
## 31331  NorthAmerica  <=50K         0.000000         0.000000
## 31332  NorthAmerica   >50K         0.000000         7.543273
## 31333         EAsia  <=50K         0.000000         0.000000
## 31337  CentrAmerica  <=50K         0.000000         0.000000
## 31343  NorthAmerica  <=50K         0.000000         0.000000
## 31348  NorthAmerica  <=50K         0.000000         0.000000
## 31351  NorthAmerica  <=50K         0.000000         0.000000
## 31353  NorthAmerica  <=50K         0.000000         0.000000
## 31359  NorthAmerica  <=50K         0.000000         0.000000
## 31364  NorthAmerica  <=50K         0.000000         0.000000
## 31377        Europe  <=50K         0.000000         0.000000
## 31395  NorthAmerica  <=50K         0.000000         0.000000
## 31404  NorthAmerica  <=50K         0.000000         0.000000
## 31408  NorthAmerica  <=50K         0.000000         0.000000
## 31409  NorthAmerica  <=50K         0.000000         0.000000
## 31411  NorthAmerica  <=50K         0.000000         0.000000
## 31412  NorthAmerica   >50K         0.000000         0.000000
## 31415  NorthAmerica  <=50K         0.000000         0.000000
## 31416  NorthAmerica  <=50K         0.000000         0.000000
## 31421  NorthAmerica   >50K         0.000000         0.000000
## 31428  NorthAmerica  <=50K         0.000000         0.000000
## 31431  NorthAmerica   >50K         0.000000         0.000000
## 31432  NorthAmerica   >50K         0.000000         0.000000
## 31438  NorthAmerica  <=50K         0.000000         0.000000
## 31441  NorthAmerica  <=50K         0.000000         0.000000
## 31446  NorthAmerica  <=50K         0.000000         0.000000
## 31456  NorthAmerica  <=50K         0.000000         0.000000
## 31459  NorthAmerica  <=50K         0.000000         0.000000
## 31461  NorthAmerica  <=50K         0.000000         0.000000
## 31462  NorthAmerica   >50K         0.000000         0.000000
## 31469  CentrAmerica   >50K         8.895493         0.000000
## 31470  NorthAmerica   >50K         0.000000         0.000000
## 31477  NorthAmerica  <=50K         0.000000         0.000000
## 31482  NorthAmerica   >50K         0.000000         0.000000
## 31500  NorthAmerica  <=50K         0.000000         0.000000
## 31505  NorthAmerica  <=50K         8.444838         0.000000
## 31515  NorthAmerica  <=50K         8.109526         0.000000
## 31518  NorthAmerica  <=50K         0.000000         0.000000
## 31519  NorthAmerica  <=50K         0.000000         0.000000
## 31525  NorthAmerica   >50K         0.000000         0.000000
## 31527  NorthAmerica  <=50K         0.000000         0.000000
## 31535  NorthAmerica   >50K         0.000000         0.000000
## 31541  NorthAmerica  <=50K         0.000000         0.000000
## 31542  NorthAmerica  <=50K         0.000000         0.000000
## 31552  NorthAmerica  <=50K         0.000000         0.000000
## 31553  NorthAmerica  <=50K         0.000000         0.000000
## 31556  CentrAmerica  <=50K         0.000000         0.000000
## 31562  NorthAmerica   >50K         0.000000         7.551187
## 31569  NorthAmerica  <=50K         0.000000         0.000000
## 31570  NorthAmerica  <=50K         0.000000         0.000000
## 31572  NorthAmerica  <=50K         0.000000         0.000000
## 31580  NorthAmerica  <=50K         0.000000         0.000000
## 31587  NorthAmerica  <=50K         0.000000         0.000000
## 31591  NorthAmerica  <=50K         0.000000         0.000000
## 31592  NorthAmerica   >50K         0.000000         0.000000
## 31594  NorthAmerica  <=50K         0.000000         0.000000
## 31599  NorthAmerica  <=50K         0.000000         0.000000
## 31600  NorthAmerica  <=50K         0.000000         0.000000
## 31602  NorthAmerica  <=50K         0.000000         0.000000
## 31605  NorthAmerica   >50K         0.000000         0.000000
## 31610  NorthAmerica   >50K         0.000000         0.000000
## 31619  NorthAmerica   >50K         8.947546         0.000000
## 31622  NorthAmerica  <=50K         0.000000         0.000000
## 31629  NorthAmerica   >50K         0.000000         0.000000
## 31634  NorthAmerica   >50K         0.000000         7.589842
## 31635         EAsia  <=50K         0.000000         0.000000
## 31641  NorthAmerica  <=50K         0.000000         0.000000
## 31646  NorthAmerica   >50K         8.947546         0.000000
## 31665  NorthAmerica  <=50K         0.000000         0.000000
## 31667  NorthAmerica  <=50K         0.000000         0.000000
## 31673  NorthAmerica  <=50K         0.000000         0.000000
## 31677  NorthAmerica  <=50K         0.000000         0.000000
## 31678  NorthAmerica  <=50K         0.000000         0.000000
## 31681  NorthAmerica   >50K         0.000000         0.000000
## 31695  NorthAmerica  <=50K         0.000000         0.000000
## 31697  NorthAmerica   >50K         0.000000         0.000000
## 31702  CentrAmerica  <=50K         0.000000         0.000000
## 31706  NorthAmerica  <=50K         0.000000         0.000000
## 31715  NorthAmerica   >50K         0.000000         0.000000
## 31719  NorthAmerica  <=50K         0.000000         0.000000
## 31726  NorthAmerica  <=50K         0.000000         0.000000
## 31740  NorthAmerica  <=50K         0.000000         0.000000
## 31744  NorthAmerica   >50K         0.000000         0.000000
## 31746  NorthAmerica   >50K         0.000000         0.000000
## 31748  NorthAmerica   >50K         0.000000         0.000000
## 31756  NorthAmerica  <=50K         0.000000         0.000000
## 31757  NorthAmerica  <=50K         0.000000         0.000000
## 31760  NorthAmerica  <=50K         0.000000         0.000000
## 31761  NorthAmerica  <=50K         0.000000         0.000000
## 31762  NorthAmerica   >50K         0.000000         0.000000
## 31764  NorthAmerica   >50K         0.000000         0.000000
## 31771         EAsia  <=50K         0.000000         0.000000
## 31795  NorthAmerica   >50K         0.000000         0.000000
## 31798  NorthAmerica  <=50K         0.000000         0.000000
## 31801  NorthAmerica  <=50K         8.135054         0.000000
## 31803  NorthAmerica   >50K         9.617471         0.000000
## 31806  NorthAmerica  <=50K         0.000000         0.000000
## 31808  NorthAmerica   >50K         0.000000         0.000000
## 31809  NorthAmerica  <=50K         0.000000         0.000000
## 31810  NorthAmerica   >50K         8.552367         0.000000
## 31813  NorthAmerica  <=50K         0.000000         0.000000
## 31814  NorthAmerica  <=50K         0.000000         0.000000
## 31821  NorthAmerica  <=50K         0.000000         0.000000
## 31838  NorthAmerica  <=50K         0.000000         0.000000
## 31840  NorthAmerica  <=50K         0.000000         0.000000
## 31846  NorthAmerica   >50K         0.000000         7.551187
## 31852  NorthAmerica   >50K         8.913416         0.000000
## 31864  NorthAmerica  <=50K         0.000000         0.000000
## 31867  NorthAmerica  <=50K         0.000000         0.000000
## 31868  NorthAmerica  <=50K         0.000000         0.000000
## 31880  NorthAmerica  <=50K         0.000000         0.000000
## 31885  NorthAmerica   >50K         0.000000         0.000000
## 31886  NorthAmerica  <=50K         0.000000         0.000000
## 31890  NorthAmerica  <=50K         0.000000         0.000000
## 31894  NorthAmerica  <=50K         0.000000         5.780744
## 31902  NorthAmerica  <=50K         0.000000         0.000000
## 31903        Europe  <=50K         0.000000         0.000000
## 31909  NorthAmerica  <=50K         0.000000         0.000000
## 31913  NorthAmerica  <=50K         0.000000         0.000000
## 31918  NorthAmerica  <=50K         0.000000         0.000000
## 31920  CentrAmerica  <=50K         0.000000         0.000000
## 31925  NorthAmerica  <=50K         0.000000         0.000000
## 31927  NorthAmerica  <=50K         0.000000         0.000000
## 31929  NorthAmerica  <=50K         0.000000         0.000000
## 31932  NorthAmerica  <=50K         0.000000         0.000000
## 31944  NorthAmerica  <=50K         0.000000         0.000000
## 31948  NorthAmerica  <=50K         0.000000         0.000000
## 31954  NorthAmerica   >50K         0.000000         7.522400
## 31957  NorthAmerica  <=50K         0.000000         0.000000
## 31958  NorthAmerica  <=50K         0.000000         0.000000
## 31965  NorthAmerica  <=50K         0.000000         0.000000
## 31972  NorthAmerica  <=50K         0.000000         0.000000
## 31976  NorthAmerica  <=50K         0.000000         0.000000
## 31979  NorthAmerica   >50K         0.000000         0.000000
## 31988  NorthAmerica  <=50K         0.000000         0.000000
## 31990  NorthAmerica  <=50K         0.000000         0.000000
## 31992  NorthAmerica  <=50K         0.000000         0.000000
## 32001  NorthAmerica  <=50K         0.000000         0.000000
## 32004  NorthAmerica  <=50K         0.000000         0.000000
## 32009  NorthAmerica  <=50K         0.000000         0.000000
## 32016  NorthAmerica  <=50K         0.000000         0.000000
## 32020  NorthAmerica  <=50K         0.000000         0.000000
## 32022  NorthAmerica  <=50K         0.000000         0.000000
## 32024  NorthAmerica  <=50K         0.000000         0.000000
## 32025  NorthAmerica   >50K         0.000000         0.000000
## 32026  NorthAmerica   >50K         0.000000         0.000000
## 32028  NorthAmerica   >50K         9.061260         0.000000
## 32032  NorthAmerica  <=50K         0.000000         0.000000
## 32044  NorthAmerica  <=50K         0.000000         0.000000
## 32050  NorthAmerica   >50K         0.000000         0.000000
## 32055  NorthAmerica  <=50K         0.000000         0.000000
## 32056  NorthAmerica  <=50K         0.000000         0.000000
## 32060  NorthAmerica  <=50K         0.000000         0.000000
## 32066  NorthAmerica  <=50K         0.000000         0.000000
## 32075        Europe  <=50K         0.000000         0.000000
## 32079  NorthAmerica  <=50K         0.000000         0.000000
## 32080  NorthAmerica   >50K         0.000000         0.000000
## 32083  NorthAmerica  <=50K         0.000000         0.000000
## 32085  NorthAmerica   >50K         0.000000         0.000000
## 32087  NorthAmerica  <=50K         0.000000         0.000000
## 32089  NorthAmerica  <=50K         0.000000         0.000000
## 32090  NorthAmerica  <=50K         0.000000         0.000000
## 32093  NorthAmerica   >50K         0.000000         7.543273
## 32107  NorthAmerica  <=50K         0.000000         0.000000
## 32114  NorthAmerica  <=50K         0.000000         0.000000
## 32115  NorthAmerica   >50K         0.000000         0.000000
## 32118  NorthAmerica   >50K         0.000000         0.000000
## 32124  NorthAmerica   >50K         9.514216         0.000000
## 32126  NorthAmerica   >50K         0.000000         0.000000
## 32131  NorthAmerica   >50K         0.000000         0.000000
## 32134  NorthAmerica   >50K         0.000000         0.000000
## 32136  NorthAmerica   >50K         0.000000         7.722678
## 32137  NorthAmerica  <=50K         0.000000         0.000000
## 32140  NorthAmerica   >50K         9.617471         0.000000
## 32142        Europe  <=50K         0.000000         0.000000
## 32153  NorthAmerica  <=50K         0.000000         0.000000
## 32155  NorthAmerica  <=50K         0.000000         0.000000
## 32159  NorthAmerica  <=50K         0.000000         0.000000
## 32161  NorthAmerica  <=50K         0.000000         0.000000
## 32166  NorthAmerica  <=50K         0.000000         0.000000
## 32167  NorthAmerica  <=50K         0.000000         0.000000
## 32174  NorthAmerica   >50K         0.000000         0.000000
## 32180  NorthAmerica   >50K         8.552367         0.000000
## 32181  NorthAmerica  <=50K         0.000000         0.000000
## 32189  NorthAmerica  <=50K         0.000000         0.000000
## 32193  NorthAmerica  <=50K         0.000000         0.000000
## 32215  CentrAmerica   >50K         0.000000         0.000000
## 32216  NorthAmerica  <=50K         0.000000         0.000000
## 32217  NorthAmerica   >50K         0.000000         7.551187
## 32218  NorthAmerica  <=50K         0.000000         0.000000
## 32225  NorthAmerica  <=50K         0.000000         0.000000
## 32226  NorthAmerica  <=50K         0.000000         0.000000
## 32230  CentrAmerica  <=50K         0.000000         0.000000
## 32234  NorthAmerica  <=50K         0.000000         0.000000
## 32239  NorthAmerica   >50K        11.512925         0.000000
## 32240  NorthAmerica  <=50K         0.000000         0.000000
## 32243         EAsia  <=50K         0.000000         0.000000
## 32247  NorthAmerica   >50K         0.000000         0.000000
## 32249  NorthAmerica  <=50K         0.000000         0.000000
## 32251  NorthAmerica   >50K         0.000000         7.589842
## 32255  CentrAmerica   >50K         0.000000         7.303843
## 32259  NorthAmerica   >50K         0.000000         0.000000
## 32262  NorthAmerica  <=50K         0.000000         0.000000
## 32266  NorthAmerica   >50K         0.000000         0.000000
## 32287  NorthAmerica  <=50K         0.000000         0.000000
## 32288  NorthAmerica   >50K         0.000000         0.000000
## 32292  NorthAmerica  <=50K         0.000000         0.000000
## 32308  CentrAmerica   >50K         0.000000         7.589842
## 32310  NorthAmerica  <=50K         0.000000         0.000000
## 32318  NorthAmerica  <=50K         0.000000         0.000000
## 32320  NorthAmerica  <=50K         0.000000         0.000000
## 32321  NorthAmerica  <=50K         0.000000         0.000000
## 32326  NorthAmerica  <=50K         0.000000         0.000000
## 32333  NorthAmerica  <=50K         0.000000         0.000000
## 32335  NorthAmerica  <=50K         0.000000         0.000000
## 32338        Europe  <=50K         0.000000         0.000000
## 32341  NorthAmerica  <=50K         0.000000         0.000000
## 32343  NorthAmerica  <=50K         0.000000         0.000000
## 32352  NorthAmerica  <=50K         0.000000         0.000000
## 32357  NorthAmerica  <=50K         0.000000         0.000000
## 32365  NorthAmerica  <=50K         0.000000         0.000000
## 32374  NorthAmerica  <=50K         0.000000         0.000000
## 32387  NorthAmerica   >50K         0.000000         0.000000
## 32396  NorthAmerica  <=50K         0.000000         0.000000
## 32399  NorthAmerica  <=50K         0.000000         0.000000
## 32413  NorthAmerica  <=50K         0.000000         0.000000
## 32421  NorthAmerica  <=50K         0.000000         0.000000
## 32426  NorthAmerica  <=50K         0.000000         0.000000
## 32428  NorthAmerica  <=50K         0.000000         0.000000
## 32431  NorthAmerica  <=50K         0.000000         0.000000
## 32435  NorthAmerica  <=50K         8.915164         0.000000
## 32436  NorthAmerica  <=50K         0.000000         0.000000
## 32438  NorthAmerica  <=50K         0.000000         0.000000
## 32440  NorthAmerica  <=50K         0.000000         0.000000
## 32443  NorthAmerica  <=50K         0.000000         0.000000
## 32456  NorthAmerica   >50K         0.000000         0.000000
## 32461  NorthAmerica  <=50K         0.000000         0.000000
## 32472  NorthAmerica  <=50K         0.000000         0.000000
## 32475  NorthAmerica   >50K         0.000000         0.000000
## 32478  NorthAmerica  <=50K         0.000000         0.000000
## 32479  NorthAmerica  <=50K         0.000000         0.000000
## 32485  NorthAmerica  <=50K         0.000000         0.000000
## 32491  NorthAmerica  <=50K         0.000000         0.000000
## 32502  NorthAmerica  <=50K         0.000000         0.000000
## 32508  NorthAmerica  <=50K         0.000000         0.000000
## 32513  NorthAmerica  <=50K         0.000000         0.000000
## 32518  NorthAmerica  <=50K         0.000000         0.000000
## 32520  NorthAmerica   >50K         0.000000         0.000000
## 32522  NorthAmerica  <=50K         0.000000         0.000000
## 32525  NorthAmerica  <=50K         0.000000         0.000000
## 32526  CentrAmerica  <=50K         0.000000         0.000000
## 32535  NorthAmerica  <=50K         0.000000         0.000000
## 32550  NorthAmerica  <=50K         0.000000         0.000000
## 32558  NorthAmerica   >50K         0.000000         0.000000
# For continuous check
index <- sample(1:nrow(adult_dum), size = round(nrow(adult_dum) * 0.8))

# Splitting
training_set_LR <- adult_dum[index, ]
testing_set_LR <- adult_dum[-index, ]

#Outliers removed
index <- sample(1:nrow(adult.out), size = round(nrow(adult.out) * 0.8))

# Splitting
training_set_out <- adult.out[index, ]
testing_set_out <- adult.out[-index, ]

Initial test of the model without changes

# Fit a logistic regression model
model3 <- glm(income ~ ., data = training_set, family = binomial)

# Confidence interval
# confint(model3)

# Summarize the final selected model
summary(model3)
## 
## Call:
## glm(formula = income ~ ., family = binomial, data = training_set)
## 
## Coefficients:
##                             Estimate Std. Error z value Pr(>|z|)    
## (Intercept)               -21.898954 225.382927  -0.097 0.922597    
## age                         0.025339   0.001783  14.209  < 2e-16 ***
## workclassFedGov            13.556320 225.382382   0.060 0.952038    
## workclassLocGov            12.854092 225.382372   0.057 0.954519    
## workclassNeverWorked      -10.624244 288.906847  -0.037 0.970665    
## workclassPrivate           13.038526 225.382363   0.058 0.953868    
## workclassSelfEmpInc        13.292266 225.382379   0.059 0.952971    
## workclassSelfEmpNotInc     12.567980 225.382370   0.056 0.955531    
## workclassStateGov          12.802172 225.382381   0.057 0.954703    
## education_levelhighsch     -0.129442   0.067633  -1.914 0.055635 .  
## education_levelmaster       0.166800   0.124686   1.338 0.180973    
## education_levelno_edu     -10.219102 115.190388  -0.089 0.929309    
## education_levelphd          0.208181   0.220107   0.946 0.344241    
## education_levelprimary      0.064266   0.344841   0.186 0.852158    
## education_levelsecondary   -0.453945   0.278697  -1.629 0.103353    
## education_levelundergrad    0.069485   0.090666   0.766 0.443448    
## years_education             0.252418   0.026951   9.366  < 2e-16 ***
## marital_statusmarried       0.603216   0.181376   3.326 0.000882 ***
## marital_statusnotmarried   -0.543486   0.088941  -6.111 9.93e-10 ***
## marital_statuswidowed       0.069972   0.162197   0.431 0.666176    
## occupationclerical          1.089924   0.155985   6.987 2.80e-12 ***
## occupationhighskill         1.636805   0.140002  11.691  < 2e-16 ***
## occupationlowskill          0.253068   0.163050   1.552 0.120640    
## occupationmidskill          1.070199   0.141919   7.541 4.67e-14 ***
## occupationother            13.437870 225.382424   0.060 0.952456    
## household_rolewife          1.303010   0.109743  11.873  < 2e-16 ***
## household_roletenant       -0.956238   0.178110  -5.369 7.93e-08 ***
## household_rolesingle_occ   -1.164939   0.198471  -5.870 4.37e-09 ***
## household_rolerelative     -1.505985   0.255536  -5.893 3.78e-09 ***
## household_roledepchild     -1.968558   0.219054  -8.987  < 2e-16 ***
## racewhite                   0.282146   0.280508   1.006 0.314493    
## raceblack                   0.242802   0.289683   0.838 0.401937    
## racenative                 -0.141462   0.366415  -0.386 0.699445    
## raceAsian_Pac_Islander      0.347761   0.314142   1.107 0.268285    
## gendermale                  0.809518   0.082954   9.759  < 2e-16 ***
## hours_per_week              0.030392   0.001767  17.204  < 2e-16 ***
## native_regionEAsia          0.376252   0.229222   1.641 0.100709    
## native_regionEurope         0.449932   0.183403   2.453 0.014158 *  
## native_regionNorthAmerica   0.438229   0.122056   3.590 0.000330 ***
## native_regionSAsia         -0.050890   0.304402  -0.167 0.867228    
## native_regionSouthAmerica  -0.706212   0.347370  -2.033 0.042050 *  
## native_regionUSTerritory   -0.158507   0.416619  -0.380 0.703603    
## capital_gain_log            0.211433   0.007256  29.141  < 2e-16 ***
## capital_loss_log            0.155426   0.010570  14.704  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28679  on 26049  degrees of freedom
## Residual deviance: 17139  on 26006  degrees of freedom
## AIC: 17227
## 
## Number of Fisher Scoring iterations: 13
# Check for multicollinearity
vif(model3) 
##                          GVIF Df GVIF^(1/(2*Df))
## age              1.262791e+00  1        1.123740
## workclass        5.746624e+06  7        3.039591
## education_level  1.174382e+01  7        1.192381
## years_education  1.067439e+01  1        3.267169
## marital_status   1.891728e+01  3        1.632337
## occupation       7.379591e+06  5        4.861869
## household_role   4.229618e+01  5        1.454220
## race             2.304074e+00  4        1.109972
## gender           2.791612e+00  1        1.670812
## hours_per_week   1.137054e+00  1        1.066328
## native_region    2.295988e+00  6        1.071719
## capital_gain_log 1.031097e+00  1        1.015429
## capital_loss_log 1.012801e+00  1        1.006380
# Perform Hosmer-Lemeshow goodness of fit test
# Note: A p-value less than 0.05 typically suggests that the model does not fit the data well.
hoslem.test(training_set$income, fitted(model3))
## 
##  Hosmer and Lemeshow goodness of fit (GOF) test
## 
## data:  training_set$income, fitted(model3)
## X-squared = 26050, df = 8, p-value < 2.2e-16
# hoslem.test(training_set_LR$income, fitted(model4)) # dummied variables - test comparison

# Make predictions
probabilities <- model3 %>% predict(testing_set, type = "response")
predicted.classes <- ifelse(probabilities > 0.26, ">50K", "<=50K")

# Model accuracy
accuracy <- mean(predicted.classes==testing_set$income)

# confusion matrix 
tb <- table(predicted.classes, testing_set$income)
tb
##                  
## predicted.classes <=50K >50K
##             <=50K  3947  306
##             >50K    962 1297
# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb[2, 2] / (tb[2, 2] + tb[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb[1, 1] / (tb[1, 1] + tb[2, 1])

# Calculate Prevalence
prevalence <- (tb[1, 2] + tb[2, 2]) / sum(tb)

# Calculate PPV (Positive Predictive Value)
ppv <- tb[2, 2] / (tb[2, 2] + tb[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb[1, 1] / (tb[1, 1] + tb[1, 2])

# Calculate AUROC
roc_obj <- roc(testing_set$income, probabilities)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy, "\n")
## accuracy: 0.8052826
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8091079
cat("Specificity:", specificity, "\n")
## Specificity: 0.8040334
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2461609
cat("PPV:", ppv, "\n")
## PPV: 0.5741479
cat("NPV:", npv, "\n")
## NPV: 0.9280508
cat("AUROC:", auroc, "\n")
## AUROC: 0.8945609
################## glm test with influential outliers removed ##############################
cat("\n\n----------------influential outliers removed--------------\n\n")
## 
## 
## ----------------influential outliers removed--------------
# Fit a logistic regression model
model4 <- glm(income ~ ., data = training_set_out, family = binomial)

# Confidence interval
# confint(model3)

# Summarize the final selected model
summary(model4)
## 
## Call:
## glm(formula = income ~ ., family = binomial, data = training_set_out)
## 
## Coefficients:
##                             Estimate Std. Error z value Pr(>|z|)    
## (Intercept)               -21.572497 254.007563  -0.085 0.932318    
## age                         0.025650   0.001782  14.398  < 2e-16 ***
## workclassFedGov            12.887309 254.007043   0.051 0.959536    
## workclassLocGov            12.148596 254.007034   0.048 0.961853    
## workclassNeverWorked      -10.624428 290.331209  -0.037 0.970809    
## workclassPrivate           12.327726 254.007025   0.049 0.961291    
## workclassSelfEmpInc        12.534293 254.007040   0.049 0.960643    
## workclassSelfEmpNotInc     11.863703 254.007032   0.047 0.962747    
## workclassStateGov          12.048909 254.007042   0.047 0.962166    
## education_levelhighsch     -0.118089   0.067521  -1.749 0.080304 .  
## education_levelmaster       0.221801   0.124468   1.782 0.074751 .  
## education_levelno_edu     -10.423748 115.347362  -0.090 0.927995    
## education_levelphd          0.369327   0.218568   1.690 0.091075 .  
## education_levelprimary      0.036119   0.344656   0.105 0.916536    
## education_levelsecondary   -0.387754   0.280117  -1.384 0.166280    
## education_levelundergrad    0.077482   0.090763   0.854 0.393289    
## years_education             0.253812   0.026904   9.434  < 2e-16 ***
## marital_statusmarried       0.781869   0.180984   4.320 1.56e-05 ***
## marital_statusnotmarried   -0.455434   0.089140  -5.109 3.24e-07 ***
## marital_statuswidowed       0.201669   0.160488   1.257 0.208898    
## occupationclerical          0.911643   0.151997   5.998 2.00e-09 ***
## occupationhighskill         1.502355   0.135967  11.049  < 2e-16 ***
## occupationlowskill          0.130073   0.158943   0.818 0.413152    
## occupationmidskill          0.910502   0.137907   6.602 4.05e-11 ***
## occupationother            12.576305 254.007078   0.050 0.960512    
## household_rolewife          1.290261   0.109616  11.771  < 2e-16 ***
## household_roletenant       -0.830681   0.176768  -4.699 2.61e-06 ***
## household_rolesingle_occ   -1.146927   0.198584  -5.776 7.67e-09 ***
## household_rolerelative     -1.207740   0.233052  -5.182 2.19e-07 ***
## household_roledepchild     -1.972228   0.222809  -8.852  < 2e-16 ***
## racewhite                   0.591075   0.300803   1.965 0.049416 *  
## raceblack                   0.548002   0.309083   1.773 0.076230 .  
## racenative                 -0.037869   0.385320  -0.098 0.921711    
## raceAsian_Pac_Islander      0.845747   0.331458   2.552 0.010723 *  
## gendermale                  0.804968   0.082804   9.721  < 2e-16 ***
## hours_per_week              0.030229   0.001774  17.040  < 2e-16 ***
## native_regionEAsia          0.175254   0.230713   0.760 0.447483    
## native_regionEurope         0.543644   0.186354   2.917 0.003531 ** 
## native_regionNorthAmerica   0.460419   0.122350   3.763 0.000168 ***
## native_regionSAsia         -0.239784   0.288012  -0.833 0.405100    
## native_regionSouthAmerica  -0.701492   0.331371  -2.117 0.034265 *  
## native_regionUSTerritory   -0.239327   0.432480  -0.553 0.580002    
## capital_gain_log            0.208900   0.007213  28.961  < 2e-16 ***
## capital_loss_log            0.144352   0.010457  13.804  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28594  on 26037  degrees of freedom
## Residual deviance: 17146  on 25994  degrees of freedom
## AIC: 17234
## 
## Number of Fisher Scoring iterations: 13
# Check for multicollinearity
vif(model4) 
##                          GVIF Df GVIF^(1/(2*Df))
## age              1.272281e+00  1        1.127955
## workclass        7.483914e+06  7        3.097485
## education_level  1.182340e+01  7        1.192956
## years_education  1.069836e+01  1        3.270834
## marital_status   1.904703e+01  3        1.634198
## occupation       9.493631e+06  5        4.985896
## household_role   4.185563e+01  5        1.452698
## race             2.336804e+00  4        1.111931
## gender           2.797420e+00  1        1.672549
## hours_per_week   1.134154e+00  1        1.064966
## native_region    2.335193e+00  6        1.073232
## capital_gain_log 1.031773e+00  1        1.015762
## capital_loss_log 1.013270e+00  1        1.006613
# Perform Hosmer-Lemeshow goodness of fit test
# Note: A p-value less than 0.05 typically suggests that the model does not fit the data well.
hoslem.test(training_set_out$income, fitted(model4))
## 
##  Hosmer and Lemeshow goodness of fit (GOF) test
## 
## data:  training_set_out$income, fitted(model4)
## X-squared = 26038, df = 8, p-value < 2.2e-16
# hoslem.test(training_set_LR$income, fitted(model4)) # dummied variables - test comparison

# Make predictions
probabilities2 <- model4 %>% predict(testing_set_out, type = "response")
predicted.classes2 <- ifelse(probabilities2 > 0.275, ">50K", "<=50K")

# Model accuracy
accuracy2 <- mean(predicted.classes2==testing_set_out$income)

# confusion matrix 
tb2 <- table(predicted.classes2, testing_set_out$income)
tb2
##                   
## predicted.classes2 <=50K >50K
##              <=50K  4018  296
##              >50K    869 1326
# Calculate Sensitivity (True Positive Rate)
sensitivity2 <- tb2[2, 2] / (tb2[2, 2] + tb2[1, 2])

# Calculate Specificity (True Negative Rate)
specificity2 <- tb2[1, 1] / (tb2[1, 1] + tb2[2, 1])

# Calculate Prevalence
prevalence2 <- (tb2[1, 2] + tb2[2, 2]) / sum(tb2)

# Calculate PPV (Positive Predictive Value)
ppv2 <- tb2[2, 2] / (tb2[2, 2] + tb2[2, 1])

# Calculate NPV (Negative Predictive Value)
npv2 <- tb2[1, 1] / (tb2[1, 1] + tb2[1, 2])

# Calculate AUROC
roc_obj2 <- roc(testing_set_out$income, probabilities2)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc2 <- auc(roc_obj2)

# Print the metrics
cat("accuracy:", accuracy2, "\n")
## accuracy: 0.8210171
cat("Sensitivity:", sensitivity2, "\n")
## Sensitivity: 0.8175092
cat("Specificity:", specificity2, "\n")
## Specificity: 0.8221813
cat("Prevalence:", prevalence2, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv2, "\n")
## PPV: 0.6041002
cat("NPV:", npv2, "\n")
## NPV: 0.9313862
cat("AUROC:", auroc2, "\n")
## AUROC: 0.9043508
# full with outliers
pred_full <- prediction(probabilities, testing_set$income)
pred_full_per <- performance(pred_full, measure = "tpr", x.measure = "fpr")
mod1_pred <- data.frame(FP = pred_full_per@x.values[[1]], TP = pred_full_per@y.values[[1]])

# full without outliers
pred_full_Out <- prediction(probabilities2, testing_set_out$income)
pred_full_per2 <- performance(pred_full_Out, measure = "tpr", x.measure = "fpr")
mod2_pred <- data.frame(FP = pred_full_per2@x.values[[1]], TP = pred_full_per2@y.values[[1]])

# plot ROC curve for logistic regression
g <- ggplot() + 
  geom_line(data = mod1_pred, aes(x = FP, y = TP, color = 'Full With Outliers')) + 
  geom_line(data = mod2_pred, aes(x = FP, y = TP, color = 'Full Without Outliers')) +
  geom_segment(aes(x = 0, xend = 1, y = 0, yend = 1)) +
  ggtitle('ROC Curve') + 
  labs(x = 'False Positive Rate', y = 'True Positive Rate') 


g +  scale_colour_manual(name = 'Classifier', values = c('Full With Outliers'='#E69F00', 
                                               'Full Without Outliers'='#56B4E9'))

######## Base test with all Categorical variables changed to Dummies/Continuous ##########
cat("\n\n----------------Variables changed to Continuous Dummies--------------\n\n")
## 
## 
## ----------------Variables changed to Continuous Dummies--------------
# Fit a logistic regression model
model5 <- glm(income ~ ., data = training_set_LR, family = binomial)

# Confidence interval
# confint(model3)

# Summarize the final selected model
summary(model5)
## 
## Call:
## glm(formula = income ~ ., family = binomial, data = training_set_LR)
## 
## Coefficients:
##                      Estimate Std. Error z value Pr(>|z|)    
## (Intercept)         -3.949965   0.275608 -14.332  < 2e-16 ***
## age                  0.020252   0.001552  13.050  < 2e-16 ***
## workclass_num       -0.034872   0.013227  -2.636  0.00838 ** 
## education_level_num  0.009517   0.007970   1.194  0.23240    
## years_education      0.328684   0.010046  32.719  < 2e-16 ***
## marital_status_num  -0.213962   0.033255  -6.434 1.24e-10 ***
## occupation_num      -0.102148   0.017163  -5.952 2.65e-09 ***
## household_role_num  -0.860918   0.022230 -38.727  < 2e-16 ***
## race_num            -0.048769   0.031856  -1.531  0.12578    
## gender_num          -0.093611   0.057535  -1.627  0.10374    
## hours_per_week       0.027728   0.001642  16.890  < 2e-16 ***
## native_region_num    0.016371   0.031068   0.527  0.59824    
## capital_gain_log     0.199255   0.006884  28.943  < 2e-16 ***
## capital_loss_log     0.151495   0.009959  15.212  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 18580  on 26036  degrees of freedom
## AIC: 18608
## 
## Number of Fisher Scoring iterations: 6
# Check for multicollinearity
vif(model5) 
##                 age       workclass_num education_level_num     years_education 
##            1.063026            1.101114            1.506080            1.595790 
##  marital_status_num      occupation_num  household_role_num            race_num 
##            1.028023            1.201923            1.634901            1.059181 
##          gender_num      hours_per_week   native_region_num    capital_gain_log 
##            1.646428            1.071907            1.058778            1.019891 
##    capital_loss_log 
##            1.008746
# Perform Hosmer-Lemeshow goodness of fit test
# Note: A p-value less than 0.05 typically suggests that the model does not fit the data well.
#hoslem.test(training_set$income, fitted(model5))
# hoslem.test(training_set_LR$income, fitted(model4)) # dummied variables - test comparison

# Make predictions
probabilities <- model5 %>% predict(testing_set_LR, type = "response")
predicted.classes2 <- ifelse(probabilities > 0.27, "1", "0")

# Model accuracy
accuracy <- mean(predicted.classes2==testing_set_LR$income)

# confusion matrix 
tb <- table(predicted.classes2, testing_set_LR$income)
tb
##                   
## predicted.classes2    0    1
##                  0 3937  299
##                  1  991 1285
# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb[2, 2] / (tb[2, 2] + tb[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb[1, 1] / (tb[1, 1] + tb[2, 1])

# Calculate Prevalence
prevalence <- (tb[1, 2] + tb[2, 2]) / sum(tb)

# Calculate PPV (Positive Predictive Value)
ppv <- tb[2, 2] / (tb[2, 2] + tb[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb[1, 1] / (tb[1, 1] + tb[1, 2])

# Calculate AUROC
roc_obj <- roc(testing_set_LR$income, probabilities)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy, "\n")
## accuracy: 0.8019042
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8112374
cat("Specificity:", specificity, "\n")
## Specificity: 0.7989042
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2432432
cat("PPV:", ppv, "\n")
## PPV: 0.564587
cat("NPV:", npv, "\n")
## NPV: 0.9294145
cat("AUROC:", auroc, "\n")
## AUROC: 0.8876979

Odds ratio for the model removing influencial outliers.

An OR of x suggests that with each additional year of (the variable), the odds of the outcome occurring increase by approximately ((OR -1)*100) all other variables remaining constant. or if it has a reference variable…compared to the reference variable.

summary(model4)
## 
## Call:
## glm(formula = income ~ ., family = binomial, data = training_set_out)
## 
## Coefficients:
##                             Estimate Std. Error z value Pr(>|z|)    
## (Intercept)               -21.572497 254.007563  -0.085 0.932318    
## age                         0.025650   0.001782  14.398  < 2e-16 ***
## workclassFedGov            12.887309 254.007043   0.051 0.959536    
## workclassLocGov            12.148596 254.007034   0.048 0.961853    
## workclassNeverWorked      -10.624428 290.331209  -0.037 0.970809    
## workclassPrivate           12.327726 254.007025   0.049 0.961291    
## workclassSelfEmpInc        12.534293 254.007040   0.049 0.960643    
## workclassSelfEmpNotInc     11.863703 254.007032   0.047 0.962747    
## workclassStateGov          12.048909 254.007042   0.047 0.962166    
## education_levelhighsch     -0.118089   0.067521  -1.749 0.080304 .  
## education_levelmaster       0.221801   0.124468   1.782 0.074751 .  
## education_levelno_edu     -10.423748 115.347362  -0.090 0.927995    
## education_levelphd          0.369327   0.218568   1.690 0.091075 .  
## education_levelprimary      0.036119   0.344656   0.105 0.916536    
## education_levelsecondary   -0.387754   0.280117  -1.384 0.166280    
## education_levelundergrad    0.077482   0.090763   0.854 0.393289    
## years_education             0.253812   0.026904   9.434  < 2e-16 ***
## marital_statusmarried       0.781869   0.180984   4.320 1.56e-05 ***
## marital_statusnotmarried   -0.455434   0.089140  -5.109 3.24e-07 ***
## marital_statuswidowed       0.201669   0.160488   1.257 0.208898    
## occupationclerical          0.911643   0.151997   5.998 2.00e-09 ***
## occupationhighskill         1.502355   0.135967  11.049  < 2e-16 ***
## occupationlowskill          0.130073   0.158943   0.818 0.413152    
## occupationmidskill          0.910502   0.137907   6.602 4.05e-11 ***
## occupationother            12.576305 254.007078   0.050 0.960512    
## household_rolewife          1.290261   0.109616  11.771  < 2e-16 ***
## household_roletenant       -0.830681   0.176768  -4.699 2.61e-06 ***
## household_rolesingle_occ   -1.146927   0.198584  -5.776 7.67e-09 ***
## household_rolerelative     -1.207740   0.233052  -5.182 2.19e-07 ***
## household_roledepchild     -1.972228   0.222809  -8.852  < 2e-16 ***
## racewhite                   0.591075   0.300803   1.965 0.049416 *  
## raceblack                   0.548002   0.309083   1.773 0.076230 .  
## racenative                 -0.037869   0.385320  -0.098 0.921711    
## raceAsian_Pac_Islander      0.845747   0.331458   2.552 0.010723 *  
## gendermale                  0.804968   0.082804   9.721  < 2e-16 ***
## hours_per_week              0.030229   0.001774  17.040  < 2e-16 ***
## native_regionEAsia          0.175254   0.230713   0.760 0.447483    
## native_regionEurope         0.543644   0.186354   2.917 0.003531 ** 
## native_regionNorthAmerica   0.460419   0.122350   3.763 0.000168 ***
## native_regionSAsia         -0.239784   0.288012  -0.833 0.405100    
## native_regionSouthAmerica  -0.701492   0.331371  -2.117 0.034265 *  
## native_regionUSTerritory   -0.239327   0.432480  -0.553 0.580002    
## capital_gain_log            0.208900   0.007213  28.961  < 2e-16 ***
## capital_loss_log            0.144352   0.010457  13.804  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28594  on 26037  degrees of freedom
## Residual deviance: 17146  on 25994  degrees of freedom
## AIC: 17234
## 
## Number of Fisher Scoring iterations: 13
# Calculate Odds Ratios and 90% Confidence Intervals
odds_ratios <- exp(coef(model4))
conf_int <- exp(confint(model4, level = 0.95))
## Waiting for profiling to be done...
# Identify significant predictors at the 0.05 level
significant_predictors <- summary(model4)$coefficients[, 4] < 0.05

# Extract Odds Ratios and Confidence Intervals for significant predictors
# Note: Use names() to match significant predictors by name
significant_or_ci <- data.frame(
  OddsRatio = odds_ratios[significant_predictors],
  LowerCI = conf_int[names(odds_ratios)[significant_predictors], 1],
  UpperCI = conf_int[names(odds_ratios)[significant_predictors], 2]
)
significant_or_ci
##                           OddsRatio    LowerCI   UpperCI
## age                       1.0259819 1.02241006 1.0295756
## years_education           1.2889299 1.22321054 1.3592773
## marital_statusmarried     2.1855539 1.52215528 3.0966740
## marital_statusnotmarried  0.6341729 0.53249204 0.7552620
## occupationclerical        2.4884069 1.85387637 3.3651739
## occupationhighskill       4.4922577 3.45714650 5.8934846
## occupationmidskill        2.4855707 1.90549327 3.2731010
## household_rolewife        3.6337365 2.93261839 4.5070367
## household_roletenant      0.4357524 0.30589595 0.6121163
## household_rolesingle_occ  0.3176113 0.21370898 0.4657357
## household_rolerelative    0.2988719 0.18616853 0.4651031
## household_roledepchild    0.1391465 0.08895833 0.2132226
## racewhite                 1.8059290 1.02752536 3.3547799
## raceAsian_Pac_Islander    2.3297182 1.24155509 4.5706561
## gendermale                2.2366252 1.90280305 2.6326549
## hours_per_week            1.0306901 1.02712050 1.0342885
## native_regionEurope       1.7222709 1.19489707 2.4813807
## native_regionNorthAmerica 1.5847386 1.24956523 2.0189561
## native_regionSouthAmerica 0.4958451 0.25477575 0.9363712
## capital_gain_log          1.2323223 1.21510591 1.2499571
## capital_loss_log          1.1552901 1.13189335 1.1792630

Interpretation:

age: An odds ratio (OR) of 1.02560964 means that with each additional year of age, the odds of the outcome occurring increase by approximately 2.56%. The calculation is ((OR - 1) = (1.02560964 - 1) = 2.56%). similar_pop_count: An OR of 1.00000063 indicates an extremely small increase in odds with each unit increase in similar population count. The effect is so small it’s practically negligible. years_education: An OR of 1.27846414 suggests that with each additional year of education, the odds of the outcome occurring increase by 27.85%. The calculation is ((1.27846414 - 1) = 27.85%). marital_statusmarried: An OR of 1.83198084 means that being married is associated with an 83.20% increase in the odds of the outcome occurring compared to not being married. marital_statusnotmarried: An OR of 0.55312175 indicates that not being married is associated with a 44.69% decrease in the odds of the outcome occurring compared to being married. The calculation is ((1 - 0.55312175) = 44.69%). occupationclerical: An OR of 2.73417509 suggests that being in a clerical occupation is associated with a 173.42% increase in the odds of the outcome occurring compared to not being in this occupation. occupationhighskill: An OR of 4.87181987 indicates that being in a high-skill occupation is associated with a 387.18% increase in the odds of the outcome occurring compared to not being in this occupation. occupationmidskill: An OR of 2.61052015 means that being in a mid-skill occupation is associated with a 161.05% increase in the odds of the outcome occurring compared to not being in this occupation. household_rolewife: An OR of 4.11794882 suggests that being the wife in a household is associated with a 311.79% increase in the odds of the outcome occurring compared to not being the wife. household_roletenant: An OR of 0.34585959 indicates that being a tenant is associated with a 65.41% decrease in the odds of the outcome occurring compared to not being a tenant. household_rolesingle_occ: An OR of 0.29151166 means that being a single occupant is associated with a 70.85% decrease in the odds of the outcome occurring compared to not being a single occupant. household_rolerelative: An OR of 0.23532074 suggests that being a relative in a household is associated with a 76.47% decrease in the odds of the outcome occurring compared to not being a relative. household_roledepchild: An OR of 0.11687608 indicates that being a dependent child is associated with an 88.31% decrease in the odds of the outcome occurring compared to not being a dependent child. gendermale: An OR of 2.45071926 means that being male is associated with a 145.07% increase in the odds of the outcome occurring compared to not being male. capital_gain: An OR of 1.00097874 suggests a very slight increase in the odds of the outcome occurring with each unit increase in capital gain. capital_loss: An OR of 1.00246863 indicates a slight increase in the odds of the outcome occurring with each unit increase in capital loss. hours_per_week: An OR of 1.02929197 means that with each additional hour worked per week, the odds of the outcome occurring increase by approximately 2.93%. native_countrySouthAmerica: An OR of 0.19791245 suggests that being from South America is associated with an 80.21% decrease in the odds of the outcome occurring compared to not being from South America. investedInvested: An OR of 0.02628912 indicates that having invested is associated with a 97.37% decrease in the odds of the outcome occurring compared to not having invested.

Drop for code or run testing_set as well:

Build a reduced model from the significant variables

# Get the original variable names (excluding the response variable)
original_vars <- setdiff(names(training_set), "income")

# Summary of the full model
summary_full <- summary(model3)

# Extracting significant variables
significant_vars <- summary_full$coefficients[summary_full$coefficients[, "Pr(>|z|)"] < 0.05, ]
significant_vars_names <- rownames(significant_vars)

# Initialize an empty string to build the new formula
new_formula <- "income ~ "

# Create a list to keep track of which categorical variables have all non-reference levels significant
all_levels_significant <- list()

# Loop through each original variable to check if all non-reference levels are significant
for(original_var in original_vars) {
  # Get all non-reference levels of the categorical variable
  levels <- levels(training_set[[original_var]])[-1] # Exclude the first level which is the reference
  
  # Check if all non-reference levels are significant
  all_significant <- all(sapply(levels, function(lvl) paste0(original_var, lvl) %in% significant_vars_names))
  
  # Store the result
  all_levels_significant[[original_var]] <- all_significant
}

# Loop through each significant variable
for(var in significant_vars_names) {
  # Initialize new_var_expr
  new_var_expr <- var
  
  # Check if var is a level of an original variable
  for(original_var in original_vars) {
    if(grepl(original_var, var)) {
      # Check if all non-reference levels of the variable are significant
      if(all_levels_significant[[original_var]]) {
        # If all non-reference levels are significant, use the original variable name
        new_var_expr <- original_var
      } else {
        # If not all levels are significant, construct the new variable expression
        level <- gsub(paste0("^", original_var), "", var)
        if(nchar(level) > 0) {
          new_var_expr <- paste0("(training_set$", original_var, " == '", level, "')")
        }
      }
      # Ensure only the condition is added to the formula, not the logical result
      new_formula <- paste(new_formula, new_var_expr, sep = " + ")
      break
    }
  }
}

# Remove the trailing " + " if present
new_formula <- sub(" \\+ $", "", new_formula)

# Convert the string to a formula
new_formula <- as.formula(new_formula)

# Fit the reduced model
reduced_model <- glm(new_formula, data = training_set, family = binomial)
summary(reduced_model)
## 
## Call:
## glm(formula = new_formula, family = binomial, data = training_set)
## 
## Coefficients:
##                                                   Estimate Std. Error z value
## (Intercept)                                      -8.592742   0.276551 -31.071
## age                                               0.024959   0.001698  14.696
## years_education                                   0.291422   0.009366  31.115
## training_set$marital_status == "married"TRUE      0.578213   0.179589   3.220
## training_set$marital_status == "notmarried"TRUE  -0.545503   0.086698  -6.292
## training_set$occupation == "clerical"TRUE         0.956324   0.090291  10.592
## training_set$occupation == "highskill"TRUE        1.429749   0.067099  21.308
## training_set$occupation == "midskill"TRUE         0.850969   0.071166  11.958
## household_rolewife                                1.273986   0.108689  11.721
## household_roletenant                             -0.969333   0.177348  -5.466
## household_rolesingle_occ                         -1.183018   0.197787  -5.981
## household_rolerelative                           -1.527496   0.255483  -5.979
## household_roledepchild                           -1.981139   0.218008  -9.087
## gendermale                                        0.801519   0.081839   9.794
## hours_per_week                                    0.029168   0.001702  17.136
## training_set$native_region == "Europe"TRUE        0.301314   0.162038   1.860
## training_set$native_region == "NorthAmerica"TRUE  0.280651   0.087359   3.213
## training_set$native_region == "SouthAmerica"TRUE -0.829061   0.324784  -2.553
## capital_gain_log                                  0.209875   0.007195  29.170
## capital_loss_log                                  0.155292   0.010487  14.808
##                                                  Pr(>|z|)    
## (Intercept)                                       < 2e-16 ***
## age                                               < 2e-16 ***
## years_education                                   < 2e-16 ***
## training_set$marital_status == "married"TRUE      0.00128 ** 
## training_set$marital_status == "notmarried"TRUE  3.13e-10 ***
## training_set$occupation == "clerical"TRUE         < 2e-16 ***
## training_set$occupation == "highskill"TRUE        < 2e-16 ***
## training_set$occupation == "midskill"TRUE         < 2e-16 ***
## household_rolewife                                < 2e-16 ***
## household_roletenant                             4.61e-08 ***
## household_rolesingle_occ                         2.21e-09 ***
## household_rolerelative                           2.25e-09 ***
## household_roledepchild                            < 2e-16 ***
## gendermale                                        < 2e-16 ***
## hours_per_week                                    < 2e-16 ***
## training_set$native_region == "Europe"TRUE        0.06295 .  
## training_set$native_region == "NorthAmerica"TRUE  0.00132 ** 
## training_set$native_region == "SouthAmerica"TRUE  0.01069 *  
## capital_gain_log                                  < 2e-16 ***
## capital_loss_log                                  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28679  on 26049  degrees of freedom
## Residual deviance: 17282  on 26030  degrees of freedom
## AIC: 17322
## 
## Number of Fisher Scoring iterations: 7
# Check for multicollinearity
vif(reduced_model) 
##                                                   GVIF Df GVIF^(1/(2*Df))
## age                                           1.149736  1        1.072258
## years_education                               1.288334  1        1.135048
## training_set$marital_status == "married"     15.822863  1        3.977796
## training_set$marital_status == "notmarried"   1.962686  1        1.400959
## training_set$occupation == "clerical"         1.720833  1        1.311805
## training_set$occupation == "highskill"        3.066719  1        1.751205
## training_set$occupation == "midskill"         2.732219  1        1.652943
## household_role                               41.375352  5        1.451023
## gender                                        2.734712  1        1.653697
## hours_per_week                                1.075219  1        1.036928
## training_set$native_region == "Europe"        1.352421  1        1.162936
## training_set$native_region == "NorthAmerica"  1.437131  1        1.198804
## training_set$native_region == "SouthAmerica"  1.069315  1        1.034077
## capital_gain_log                              1.028121  1        1.013963
## capital_loss_log                              1.011196  1        1.005582
# Perform Hosmer-Lemeshow goodness of fit test
# Note: A p-value less than 0.05 typically suggests that the model does not fit the data well.
hoslem.test(training_set$income, fitted(reduced_model))
## Warning in Ops.factor(1, y): '-' not meaningful for factors
## 
##  Hosmer and Lemeshow goodness of fit (GOF) test
## 
## data:  training_set$income, fitted(reduced_model)
## X-squared = 26050, df = 8, p-value < 2.2e-16
# hoslem.test(training_set_LR$income, fitted(model4)) # dummied variables - test comparison

PCA Sources: https://www.analyticsvidhya.com/blog/2021/09/pca-and-its-underlying-mathematical-principles/ # PCA full model Test: For PC1: marital_status_num and education_level have high positive loading scores, while age has a high negative loading score. These variables significantly influence PC1. For PC2: capital_gain and capital_loss are notable due to their high positive loading scores, making them important for PC2. For PC3: hours_per_week stands out with a high positive loading score, suggesting its relevance to PC3. 12 variables are needed for 90 percent.

pc.result<-prcomp(training_set_LR[,1:14],scale.=TRUE)

#Eigen Vectors
pc.result$rotation
##                             PC1         PC2          PC3          PC4
## age                  0.31792769 -0.24271042 -0.085668117 -0.037919086
## workclass_num        0.14095051  0.23644137  0.482221275 -0.456920690
## education_level_num  0.25400994  0.36542502 -0.277883643  0.170273682
## years_education      0.28829059  0.46773963 -0.153503945  0.217183126
## marital_status_num  -0.26385340  0.24020729 -0.106018694  0.218002885
## occupation_num      -0.12087948 -0.53561997 -0.300610524  0.220512146
## household_role_num  -0.46755145  0.28058855 -0.009975435  0.077229592
## race_num            -0.05408547  0.08573615 -0.499432505 -0.463637835
## gender_num           0.27720723 -0.30470870  0.034917009 -0.046648163
## hours_per_week       0.31364444 -0.01780335  0.166271112 -0.193349505
## native_region_num    0.01103511 -0.04492601  0.492497616  0.506198227
## income               0.43606568  0.06406484 -0.124912682  0.176440226
## capital_gain_log     0.21937696  0.04870274 -0.141901146  0.263701201
## capital_loss_log     0.10974690  0.02331202 -0.032304082 -0.009081218
##                              PC5         PC6          PC7         PC8
## age                  0.467926501  0.19904330  0.008743525 -0.33759508
## workclass_num       -0.057179661 -0.16158067 -0.175456881 -0.29127317
## education_level_num -0.100478701  0.06709900  0.407871213 -0.27150733
## years_education     -0.043144756  0.08381939  0.201809153  0.12521691
## marital_status_num  -0.415955578 -0.20004158 -0.212501926 -0.34323098
## occupation_num      -0.215156801 -0.03783706  0.079168681  0.02767957
## household_role_num  -0.009597195 -0.02473937 -0.072474111  0.15434364
## race_num             0.038442710 -0.04421340 -0.072307320  0.33419466
## gender_num          -0.537315285 -0.24128658  0.056132550 -0.20951621
## hours_per_week      -0.299002720 -0.13009116  0.179495422  0.56154820
## native_region_num    0.063144843  0.09736785  0.066991065  0.27790315
## income              -0.038539884 -0.02775040 -0.268041166  0.07445766
## capital_gain_log     0.242066306 -0.51865744 -0.554725239  0.11503255
## capital_loss_log    -0.320557895  0.72410724 -0.529833511  0.04972216
##                               PC9        PC10        PC11         PC12
## age                 -0.1712540233 -0.44290764 -0.14249360  0.005664407
## workclass_num       -0.1406105906  0.24246564 -0.20944436  0.429952126
## education_level_num  0.0004516579  0.10841238 -0.53072802  0.038463589
## years_education     -0.0362201267  0.16926544  0.26424179 -0.009721650
## marital_status_num  -0.2180700054 -0.59003152  0.05301775  0.110022992
## occupation_num       0.0132297116  0.21750395 -0.24094836  0.560220529
## household_role_num   0.1018832781  0.08066802 -0.14738982  0.033603051
## race_num            -0.6312142160  0.02357549 -0.05060070  0.001417756
## gender_num          -0.2086743415  0.21389541  0.09621515 -0.459243201
## hours_per_week       0.2434027022 -0.49122924 -0.25534522  0.086943289
## native_region_num   -0.6120214164  0.01875721 -0.14627861  0.019668522
## income              -0.0006707552  0.01110523  0.47137321  0.460398624
## capital_gain_log     0.1097644222  0.10691675 -0.35914032 -0.205106635
## capital_loss_log     0.0603218854  0.05627741 -0.22836605 -0.116472840
##                            PC13         PC14
## age                  0.24769975 -0.389139603
## workclass_num        0.17418497 -0.016865719
## education_level_num -0.38215608  0.010452400
## years_education      0.67984989  0.002459302
## marital_status_num   0.09336407  0.136351975
## occupation_num       0.29204299  0.008597852
## household_role_num   0.01979726 -0.791638051
## race_num            -0.05280795  0.025412808
## gender_num           0.02538533 -0.350480187
## hours_per_week       0.05495421 -0.077893820
## native_region_num   -0.08353689  0.014101759
## income              -0.42524392 -0.253469728
## capital_gain_log     0.09554074  0.087266049
## capital_loss_log     0.04770228  0.034688360
#Eigen Values
cat("\n\n----------------Eigen Values--------------\n\n")
## 
## 
## ----------------Eigen Values--------------
eigenvals<-pc.result$sdev^2
eigenvals
##  [1] 2.5788810 1.5795207 1.2462407 1.1585182 1.0925006 1.0534715 0.8975982
##  [8] 0.8427692 0.7900178 0.6649168 0.6530519 0.5406276 0.5000947 0.4017913
# Calculate cumulative proportion of variance explained
cumulative_var <- cumsum(eigenvals) / sum(eigenvals)

# Find the number of PCs needed to retain 90% of the variance
num_pcs <- which(cumulative_var >= 0.9)[1]

# number of PCs
num_pcs
## [1] 12
#Scree plot
par(mfrow=c(1,2))
plot(eigenvals,type="l",main="Scree Plot",ylab="Eigen Values",xlab="PC #")
plot(eigenvals/sum(eigenvals),type="l",main="Explained Variance",ylab = "Cumulative Proportion", xlab = "Principal Component", ylim=c(0,1))
cumulative.prop<-cumsum(eigenvals/sum(eigenvals))
lines(cumulative.prop,type = "o", lty=2)
abline(h = 0.9, col = "red", lty = 2) # Add a line at 90% variance explained
legend("topright", legend=c("Prop","Cumulative"),
       lty=1:2, cex=0.8)

PCA reduced Model: PC1: household_role_num (0.49898102), invested_num (-0.38056203), age (-0.36436500) PC2: invested_num (0.5153051), capital_loss (0.4491392), years_education (0.2559078) PC3: occupation_num (0.63406086), capital_loss (0.36206738), invested_num (0.28760465)

pc.result <- prcomp(training_set_LR[, c("age", "years_education", "capital_gain_log", "capital_loss_log",
                                   "marital_status_num", "occupation_num", "household_role_num", "gender_num", 
                                   "hours_per_week")], scale. = TRUE)

#Eigen Vectors
pc.result$rotation
##                            PC1         PC2          PC3         PC4        PC5
## age                 0.41836270 -0.07709328  0.426940935 -0.30567639 -0.2012083
## years_education     0.18626005  0.60541833 -0.144869887  0.09823078 -0.1333000
## capital_gain_log    0.20422358  0.17537627  0.354677374  0.52931255 -0.5361262
## capital_loss_log    0.10368952  0.07191339 -0.515431855 -0.56465581 -0.5404645
## marital_status_num -0.37864274  0.04269248 -0.302994505  0.34113460 -0.3645320
## occupation_num     -0.02495235 -0.67953039 -0.042899894  0.10467422 -0.2040208
## household_role_num -0.57235231  0.10998451 -0.001498099  0.02409842  0.0205287
## gender_num          0.36266056 -0.31073858 -0.420182791  0.35537690 -0.0412253
## hours_per_week      0.36703986  0.13913177 -0.367513570  0.20904956  0.4307948
##                           PC6         PC7         PC8          PC9
## age                 0.3050613  0.26440545  0.38434985  0.438326840
## years_education     0.2800481 -0.64842898  0.20777550  0.091173745
## capital_gain_log   -0.4563607  0.09310870 -0.13074328 -0.010424847
## capital_loss_log   -0.3081206  0.08087859 -0.07706553  0.007086762
## marital_status_num  0.4079040  0.40887436  0.39873647 -0.145568702
## occupation_num     -0.1732588 -0.51335807  0.43472751 -0.025517083
## household_role_num -0.2475375 -0.05116943  0.02893196  0.771091217
## gender_num          0.2995234  0.01350624 -0.45150464  0.416677198
## hours_per_week     -0.4217985  0.24678649  0.48311422  0.096721812
#Eigen Values
cat("\n\n----------------Eigen Values--------------\n\n")
## 
## 
## ----------------Eigen Values--------------
eigenvals<-pc.result$sdev^2
eigenvals
## [1] 2.0923400 1.3442676 1.0788525 1.0528684 0.9107656 0.7782152 0.6995701
## [8] 0.6272387 0.4158820
# Calculate cumulative proportion of variance explained
cumulative_var <- cumsum(eigenvals) / sum(eigenvals)

# Find the number of PCs needed to retain 90% of the variance
num_pcs <- which(cumulative_var >= 0.9)[1]

# number of PCs
num_pcs
## [1] 8
#Scree plot
par(mfrow=c(1,2))
plot(eigenvals,type="l",main="Scree Plot",ylab="Eigen Values",xlab="PC #")
plot(eigenvals/sum(eigenvals),type="l",main="Explained Variance",ylab = "Cumulative Proportion", xlab = "Principal Component", ylim=c(0,1))
cumulative.prop<-cumsum(eigenvals/sum(eigenvals))
lines(cumulative.prop,type = "o", lty=2)
abline(h = 0.9, col = "red", lty = 2) # Add a line at 90% variance explained
legend("topright", legend=c("Prop","Cumulative"),
       lty=1:2, cex=0.8)

GLMNET Feature Test - one variable was dropped.

library(caret)
## Loading required package: lattice
## 
## Attaching package: 'caret'
## The following object is masked from 'package:purrr':
## 
##     lift
# change the income value names to work with glmnet (greater than sign will not run)
training_set1 <- training_set
training_set1$income <- gsub('<=50K', 'less_than_50K', training_set1$income)
training_set1$income <- gsub('>50K', 'greater_than_50K', training_set1$income)

# Convert 'income' to a factor if it's not already
training_set1$income <- as.factor(training_set1$income)
levels(training_set1$income)
## [1] "greater_than_50K" "less_than_50K"
# Ensure that train_control is set up for classification
train_control <- trainControl(method = "cv", number = 10, classProbs = TRUE, summaryFunction = twoClassSummary)

# Now, re-run the GLMNET model training
set.seed(1234)
glmnet_model <- train(
  income ~ ., 
  data = training_set1,  # Exclude the 'id_number' column
  method = "glmnet",
  trControl = train_control,
  preProcess = c("center", "scale"),  # Standardize predictors
  tuneLength = 10,
  metric = "ROC"  # Use AUROC curve error metric
)

# Comment on which predictors were left or dropped
coef(glmnet_model$finalModel, glmnet_model$bestTune$lambda)
## 44 x 1 sparse Matrix of class "dgCMatrix"
##                                      s1
## (Intercept)                2.1641367522
## age                       -0.3422553887
## workclassFedGov           -0.0880720200
## workclassLocGov            0.0404181528
## workclassNeverWorked       0.0123280280
## workclassPrivate          -0.0043169916
## workclassSelfEmpInc       -0.0468429871
## workclassSelfEmpNotInc     0.1276348832
## workclassStateGov          0.0416790959
## education_levelhighsch     0.0640201413
## education_levelmaster     -0.0369197731
## education_levelno_edu      0.0548526913
## education_levelphd        -0.0226507466
## education_levelprimary     .           
## education_levelsecondary   0.0612676740
## education_levelundergrad  -0.0267679085
## years_education           -0.6447565368
## marital_statusmarried     -0.3859331574
## marital_statusnotmarried   0.2550689853
## marital_statuswidowed     -0.0075526885
## occupationclerical        -0.2679247256
## occupationhighskill       -0.6898580980
## occupationlowskill        -0.0002064879
## occupationmidskill        -0.3532885251
## occupationother           -0.0370003551
## household_rolewife        -0.2759919048
## household_roletenant       0.3390424736
## household_rolesingle_occ   0.3015901303
## household_rolerelative     0.2266473525
## household_roledepchild     0.6330061574
## racewhite                 -0.0172032700
## raceblack                 -0.0002490096
## racenative                 0.0342695053
## raceAsian_Pac_Islander    -0.0176469615
## gendermale                -0.3756751899
## hours_per_week            -0.3660032658
## native_regionEAsia        -0.0436932168
## native_regionEurope       -0.0530264914
## native_regionNorthAmerica -0.1128296577
## native_regionSAsia         0.0035046285
## native_regionSouthAmerica  0.0529599638
## native_regionUSTerritory   0.0111481535
## capital_gain_log          -0.5150618328
## capital_loss_log          -0.2431100536

GLMNET Feature Test reduced_ - one variable was dropped.

library(caret)
# change the income value names to work with glmnet (greater than sign will not run)
training_set1 <- training_set_out
training_set1$income <- gsub('<=50K', 'less_than_50K', training_set1$income)
training_set1$income <- gsub('>50K', 'greater_than_50K', training_set1$income)

# Convert 'income' to a factor if it's not already
training_set1$income <- as.factor(training_set1$income)
levels(training_set1$income)
## [1] "greater_than_50K" "less_than_50K"
# Ensure that train_control is set up for classification
train_control <- trainControl(method = "cv", number = 10, classProbs = TRUE, summaryFunction = twoClassSummary)

# Now, re-run the GLMNET model training
set.seed(1234)
glmnet_model <- train(
  income ~ ., 
  data = training_set1,  # Exclude the 'id_number' column
  method = "glmnet",
  trControl = train_control,
  preProcess = c("center", "scale"),  # Standardize predictors
  tuneLength = 10,
  metric = "ROC"  # Use AUROC curve error metric
)

# Comment on which predictors were left or dropped
coef(glmnet_model$finalModel, glmnet_model$bestTune$lambda)
## 44 x 1 sparse Matrix of class "dgCMatrix"
##                                     s1
## (Intercept)                2.184064080
## age                       -0.347441900
## workclassFedGov           -0.109627998
## workclassLocGov            0.020797011
## workclassNeverWorked       0.030800314
## workclassPrivate          -0.041526626
## workclassSelfEmpInc       -0.053836957
## workclassSelfEmpNotInc     0.102729809
## workclassStateGov          0.036123548
## education_levelhighsch     0.064365676
## education_levelmaster     -0.055377282
## education_levelno_edu      0.096875513
## education_levelphd        -0.046338046
## education_levelprimary     0.002533377
## education_levelsecondary   0.057945695
## education_levelundergrad  -0.037033422
## years_education           -0.631805846
## marital_statusmarried     -0.442984394
## marital_statusnotmarried   0.216503816
## marital_statuswidowed     -0.032451839
## occupationclerical        -0.243704988
## occupationhighskill       -0.668698245
## occupationlowskill         0.004878430
## occupationmidskill        -0.326242509
## occupationother           -0.044433144
## household_rolewife        -0.273632402
## household_roletenant       0.312731535
## household_rolesingle_occ   0.315596833
## household_rolerelative     0.191799544
## household_roledepchild     0.656262762
## racewhite                 -0.145170591
## raceblack                 -0.107275376
## racenative                 0.020114050
## raceAsian_Pac_Islander    -0.115152945
## gendermale                -0.375324679
## hours_per_week            -0.364851553
## native_regionEAsia        -0.020730825
## native_regionEurope       -0.065321317
## native_regionNorthAmerica -0.121991460
## native_regionSAsia         0.016934639
## native_regionSouthAmerica  0.053613873
## native_regionUSTerritory   0.016846083
## capital_gain_log          -0.510132917
## capital_loss_log          -0.227234084

Stepwise feature selection using AIC for the step evaluation

library(MASS)
## 
## Attaching package: 'MASS'
## The following object is masked from 'package:dplyr':
## 
##     select
cat("\n\n--------modelFull--------\n\n") # same as model 3 (46 total variables)
## 
## 
## --------modelFull--------
full.model <- glm(income ~ ., data = training_set, family = binomial)
coef(full.model)
##               (Intercept)                       age           workclassFedGov 
##              -21.89895439                0.02533892               13.55632010 
##           workclassLocGov      workclassNeverWorked          workclassPrivate 
##               12.85409218              -10.62424357               13.03852616 
##       workclassSelfEmpInc    workclassSelfEmpNotInc         workclassStateGov 
##               13.29226613               12.56797972               12.80217183 
##    education_levelhighsch     education_levelmaster     education_levelno_edu 
##               -0.12944160                0.16680035              -10.21910205 
##        education_levelphd    education_levelprimary  education_levelsecondary 
##                0.20818140                0.06426630               -0.45394455 
##  education_levelundergrad           years_education     marital_statusmarried 
##                0.06948486                0.25241768                0.60321635 
##  marital_statusnotmarried     marital_statuswidowed        occupationclerical 
##               -0.54348582                0.06997208                1.08992395 
##       occupationhighskill        occupationlowskill        occupationmidskill 
##                1.63680520                0.25306813                1.07019874 
##           occupationother        household_rolewife      household_roletenant 
##               13.43787005                1.30301005               -0.95623780 
##  household_rolesingle_occ    household_rolerelative    household_roledepchild 
##               -1.16493905               -1.50598489               -1.96855753 
##                 racewhite                 raceblack                racenative 
##                0.28214579                0.24280250               -0.14146165 
##    raceAsian_Pac_Islander                gendermale            hours_per_week 
##                0.34776118                0.80951822                0.03039225 
##        native_regionEAsia       native_regionEurope native_regionNorthAmerica 
##                0.37625231                0.44993221                0.43822860 
##        native_regionSAsia native_regionSouthAmerica  native_regionUSTerritory 
##               -0.05089006               -0.70621248               -0.15850731 
##          capital_gain_log          capital_loss_log 
##                0.21143341                0.15542604
# Make predictions
probabilities <- full.model %>% predict(testing_set, type = "response")
predicted.classes <- ifelse(probabilities > 0.24, ">50K", "<=50K")
# Prediction accuracy
observed.classes <- testing_set$income
mean(predicted.classes == observed.classes)
## [1] 0.7982187
summary(full.model)
## 
## Call:
## glm(formula = income ~ ., family = binomial, data = training_set)
## 
## Coefficients:
##                             Estimate Std. Error z value Pr(>|z|)    
## (Intercept)               -21.898954 225.382927  -0.097 0.922597    
## age                         0.025339   0.001783  14.209  < 2e-16 ***
## workclassFedGov            13.556320 225.382382   0.060 0.952038    
## workclassLocGov            12.854092 225.382372   0.057 0.954519    
## workclassNeverWorked      -10.624244 288.906847  -0.037 0.970665    
## workclassPrivate           13.038526 225.382363   0.058 0.953868    
## workclassSelfEmpInc        13.292266 225.382379   0.059 0.952971    
## workclassSelfEmpNotInc     12.567980 225.382370   0.056 0.955531    
## workclassStateGov          12.802172 225.382381   0.057 0.954703    
## education_levelhighsch     -0.129442   0.067633  -1.914 0.055635 .  
## education_levelmaster       0.166800   0.124686   1.338 0.180973    
## education_levelno_edu     -10.219102 115.190388  -0.089 0.929309    
## education_levelphd          0.208181   0.220107   0.946 0.344241    
## education_levelprimary      0.064266   0.344841   0.186 0.852158    
## education_levelsecondary   -0.453945   0.278697  -1.629 0.103353    
## education_levelundergrad    0.069485   0.090666   0.766 0.443448    
## years_education             0.252418   0.026951   9.366  < 2e-16 ***
## marital_statusmarried       0.603216   0.181376   3.326 0.000882 ***
## marital_statusnotmarried   -0.543486   0.088941  -6.111 9.93e-10 ***
## marital_statuswidowed       0.069972   0.162197   0.431 0.666176    
## occupationclerical          1.089924   0.155985   6.987 2.80e-12 ***
## occupationhighskill         1.636805   0.140002  11.691  < 2e-16 ***
## occupationlowskill          0.253068   0.163050   1.552 0.120640    
## occupationmidskill          1.070199   0.141919   7.541 4.67e-14 ***
## occupationother            13.437870 225.382424   0.060 0.952456    
## household_rolewife          1.303010   0.109743  11.873  < 2e-16 ***
## household_roletenant       -0.956238   0.178110  -5.369 7.93e-08 ***
## household_rolesingle_occ   -1.164939   0.198471  -5.870 4.37e-09 ***
## household_rolerelative     -1.505985   0.255536  -5.893 3.78e-09 ***
## household_roledepchild     -1.968558   0.219054  -8.987  < 2e-16 ***
## racewhite                   0.282146   0.280508   1.006 0.314493    
## raceblack                   0.242802   0.289683   0.838 0.401937    
## racenative                 -0.141462   0.366415  -0.386 0.699445    
## raceAsian_Pac_Islander      0.347761   0.314142   1.107 0.268285    
## gendermale                  0.809518   0.082954   9.759  < 2e-16 ***
## hours_per_week              0.030392   0.001767  17.204  < 2e-16 ***
## native_regionEAsia          0.376252   0.229222   1.641 0.100709    
## native_regionEurope         0.449932   0.183403   2.453 0.014158 *  
## native_regionNorthAmerica   0.438229   0.122056   3.590 0.000330 ***
## native_regionSAsia         -0.050890   0.304402  -0.167 0.867228    
## native_regionSouthAmerica  -0.706212   0.347370  -2.033 0.042050 *  
## native_regionUSTerritory   -0.158507   0.416619  -0.380 0.703603    
## capital_gain_log            0.211433   0.007256  29.141  < 2e-16 ***
## capital_loss_log            0.155426   0.010570  14.704  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28679  on 26049  degrees of freedom
## Residual deviance: 17139  on 26006  degrees of freedom
## AIC: 17227
## 
## Number of Fisher Scoring iterations: 13
# confusion matrix 
tb <- table(predicted.classes, testing_set$income)
tb
##                  
## predicted.classes <=50K >50K
##             <=50K  3865  270
##             >50K   1044 1333
# Model accuracy
accuracy <- mean(predicted.classes==testing_set$income)

# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb[2, 2] / (tb[2, 2] + tb[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb[1, 1] / (tb[1, 1] + tb[2, 1])

# Calculate Prevalence
prevalence <- (tb[1, 2] + tb[2, 2]) / sum(tb)

# Calculate PPV (Positive Predictive Value)
ppv <- tb[2, 2] / (tb[2, 2] + tb[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb[1, 1] / (tb[1, 1] + tb[1, 2])

# Calculate AUROC
roc_obj <- roc(testing_set$income, probabilities)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy, "\n")
## accuracy: 0.7982187
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8315658
cat("Specificity:", specificity, "\n")
## Specificity: 0.7873294
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2461609
cat("PPV:", ppv, "\n")
## PPV: 0.5607909
cat("NPV:", npv, "\n")
## NPV: 0.9347037
cat("AUROC:", auroc, "\n")
## AUROC: 0.8945609
cat("\n\n--------modelAICStep--------\n\n") # (35 variables recommended)
## 
## 
## --------modelAICStep--------
step.model <- full.model %>% stepAIC(trace = FALSE)
coef(step.model)
##               (Intercept)                       age           workclassFedGov 
##              -21.08434284                0.02554287               12.56160190 
##           workclassLocGov      workclassNeverWorked          workclassPrivate 
##               11.86640918               -9.67439650               12.04888714 
##       workclassSelfEmpInc    workclassSelfEmpNotInc         workclassStateGov 
##               12.30433796               11.57160446               11.81469985 
##           years_education     marital_statusmarried  marital_statusnotmarried 
##                0.29291556                0.60031961               -0.54040426 
##     marital_statuswidowed        occupationclerical       occupationhighskill 
##                0.06511037                1.08509161                1.63834935 
##        occupationlowskill        occupationmidskill           occupationother 
##                0.24658293                1.06031774               12.43947472 
##        household_rolewife      household_roletenant  household_rolesingle_occ 
##                1.29666739               -0.96119615               -1.17144784 
##    household_rolerelative    household_roledepchild                gendermale 
##               -1.51606155               -1.97178053                0.80968710 
##            hours_per_week        native_regionEAsia       native_regionEurope 
##                0.03039783                0.43859907                0.45479671 
## native_regionNorthAmerica        native_regionSAsia native_regionSouthAmerica 
##                0.43525709               -0.02262065               -0.68657397 
##  native_regionUSTerritory          capital_gain_log          capital_loss_log 
##               -0.20566146                0.21103604                0.15559172
# Make predictions
probabilities <- predict(step.model, testing_set, type = "response")
predicted.classes <- ifelse(probabilities > 0.24, ">50K", "<=50K")

# confusion matrix 
tb <- table(predicted.classes, testing_set$income)
tb
##                  
## predicted.classes <=50K >50K
##             <=50K  3856  267
##             >50K   1053 1336
summary(step.model)
## 
## Call:
## glm(formula = income ~ age + workclass + years_education + marital_status + 
##     occupation + household_role + gender + hours_per_week + native_region + 
##     capital_gain_log + capital_loss_log, family = binomial, data = training_set)
## 
## Coefficients:
##                             Estimate Std. Error z value Pr(>|z|)    
## (Intercept)               -21.084343 136.264936  -0.155 0.877034    
## age                         0.025543   0.001765  14.475  < 2e-16 ***
## workclassFedGov            12.561602 136.264582   0.092 0.926551    
## workclassLocGov            11.866409 136.264565   0.087 0.930605    
## workclassNeverWorked       -9.674397 174.414262  -0.055 0.955766    
## workclassPrivate           12.048887 136.264549   0.088 0.929541    
## workclassSelfEmpInc        12.304338 136.264577   0.090 0.928051    
## workclassSelfEmpNotInc     11.571604 136.264562   0.085 0.932325    
## workclassStateGov          11.814700 136.264580   0.087 0.930907    
## years_education             0.292916   0.009515  30.784  < 2e-16 ***
## marital_statusmarried       0.600320   0.181038   3.316 0.000913 ***
## marital_statusnotmarried   -0.540404   0.088636  -6.097 1.08e-09 ***
## marital_statuswidowed       0.065110   0.161934   0.402 0.687626    
## occupationclerical          1.085092   0.155798   6.965 3.29e-12 ***
## occupationhighskill         1.638349   0.139905  11.710  < 2e-16 ***
## occupationlowskill          0.246583   0.162845   1.514 0.129971    
## occupationmidskill          1.060318   0.141711   7.482 7.31e-14 ***
## occupationother            12.439475 136.264650   0.091 0.927263    
## household_rolewife          1.296667   0.109590  11.832  < 2e-16 ***
## household_roletenant       -0.961196   0.177802  -5.406 6.44e-08 ***
## household_rolesingle_occ   -1.171448   0.198074  -5.914 3.34e-09 ***
## household_rolerelative     -1.516062   0.255368  -5.937 2.91e-09 ***
## household_roledepchild     -1.971781   0.218628  -9.019  < 2e-16 ***
## gendermale                  0.809687   0.082792   9.780  < 2e-16 ***
## hours_per_week              0.030398   0.001765  17.226  < 2e-16 ***
## native_regionEAsia          0.438599   0.189835   2.310 0.020865 *  
## native_regionEurope         0.454797   0.181959   2.499 0.012439 *  
## native_regionNorthAmerica   0.435257   0.119914   3.630 0.000284 ***
## native_regionSAsia         -0.022621   0.292872  -0.077 0.938435    
## native_regionSouthAmerica  -0.686574   0.340314  -2.017 0.043646 *  
## native_regionUSTerritory   -0.205661   0.414099  -0.497 0.619437    
## capital_gain_log            0.211036   0.007245  29.129  < 2e-16 ***
## capital_loss_log            0.155592   0.010562  14.731  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28679  on 26049  degrees of freedom
## Residual deviance: 17152  on 26017  degrees of freedom
## AIC: 17218
## 
## Number of Fisher Scoring iterations: 12
# Model accuracy
accuracy <- mean(predicted.classes==testing_set$income)

# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb[2, 2] / (tb[2, 2] + tb[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb[1, 1] / (tb[1, 1] + tb[2, 1])

# Calculate Prevalence
prevalence <- (tb[1, 2] + tb[2, 2]) / sum(tb)

# Calculate PPV (Positive Predictive Value)
ppv <- tb[2, 2] / (tb[2, 2] + tb[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb[1, 1] / (tb[1, 1] + tb[1, 2])

# Calculate AUROC
roc_obj <- roc(testing_set$income, probabilities)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy, "\n")
## accuracy: 0.7972973
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8334373
cat("Specificity:", specificity, "\n")
## Specificity: 0.785496
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2461609
cat("PPV:", ppv, "\n")
## PPV: 0.5592298
cat("NPV:", npv, "\n")
## NPV: 0.9352413
cat("AUROC:", auroc, "\n")
## AUROC: 0.8943199

Basic Stepwise: backward, forward, both

Note: There was no difference in the models suggesting the model complexity is already as simple as possibly * The one-hot-encoding of categorical variables may also be impacting the selection process.

cat("\n\n--------Backward Elimination---------\n\n")
## 
## 
## --------Backward Elimination---------
# backward selection
step(full.model, trace = F, scope = list(lower=formula(full.model), upper=formula(full.model)),
     direction = 'backward')
## 
## Call:  glm(formula = income ~ age + workclass + education_level + years_education + 
##     marital_status + occupation + household_role + race + gender + 
##     hours_per_week + native_region + capital_gain_log + capital_loss_log, 
##     family = binomial, data = training_set)
## 
## Coefficients:
##               (Intercept)                        age  
##                 -21.89895                    0.02534  
##           workclassFedGov            workclassLocGov  
##                  13.55632                   12.85409  
##      workclassNeverWorked           workclassPrivate  
##                 -10.62424                   13.03853  
##       workclassSelfEmpInc     workclassSelfEmpNotInc  
##                  13.29227                   12.56798  
##         workclassStateGov     education_levelhighsch  
##                  12.80217                   -0.12944  
##     education_levelmaster      education_levelno_edu  
##                   0.16680                  -10.21910  
##        education_levelphd     education_levelprimary  
##                   0.20818                    0.06427  
##  education_levelsecondary   education_levelundergrad  
##                  -0.45394                    0.06948  
##           years_education      marital_statusmarried  
##                   0.25242                    0.60322  
##  marital_statusnotmarried      marital_statuswidowed  
##                  -0.54349                    0.06997  
##        occupationclerical        occupationhighskill  
##                   1.08992                    1.63681  
##        occupationlowskill         occupationmidskill  
##                   0.25307                    1.07020  
##           occupationother         household_rolewife  
##                  13.43787                    1.30301  
##      household_roletenant   household_rolesingle_occ  
##                  -0.95624                   -1.16494  
##    household_rolerelative     household_roledepchild  
##                  -1.50598                   -1.96856  
##                 racewhite                  raceblack  
##                   0.28215                    0.24280  
##                racenative     raceAsian_Pac_Islander  
##                  -0.14146                    0.34776  
##                gendermale             hours_per_week  
##                   0.80952                    0.03039  
##        native_regionEAsia        native_regionEurope  
##                   0.37625                    0.44993  
## native_regionNorthAmerica         native_regionSAsia  
##                   0.43823                   -0.05089  
## native_regionSouthAmerica   native_regionUSTerritory  
##                  -0.70621                   -0.15851  
##          capital_gain_log           capital_loss_log  
##                   0.21143                    0.15543  
## 
## Degrees of Freedom: 26049 Total (i.e. Null);  26006 Residual
## Null Deviance:       28680 
## Residual Deviance: 17140     AIC: 17230
cat("\n\n--------Forward Elimination---------\n\n")
## 
## 
## --------Forward Elimination---------
# forward selection
step(full.model, trace = F, scope = list(lower=formula(full.model), upper=formula(full.model)),
     direction = 'forward')
## 
## Call:  glm(formula = income ~ age + workclass + education_level + years_education + 
##     marital_status + occupation + household_role + race + gender + 
##     hours_per_week + native_region + capital_gain_log + capital_loss_log, 
##     family = binomial, data = training_set)
## 
## Coefficients:
##               (Intercept)                        age  
##                 -21.89895                    0.02534  
##           workclassFedGov            workclassLocGov  
##                  13.55632                   12.85409  
##      workclassNeverWorked           workclassPrivate  
##                 -10.62424                   13.03853  
##       workclassSelfEmpInc     workclassSelfEmpNotInc  
##                  13.29227                   12.56798  
##         workclassStateGov     education_levelhighsch  
##                  12.80217                   -0.12944  
##     education_levelmaster      education_levelno_edu  
##                   0.16680                  -10.21910  
##        education_levelphd     education_levelprimary  
##                   0.20818                    0.06427  
##  education_levelsecondary   education_levelundergrad  
##                  -0.45394                    0.06948  
##           years_education      marital_statusmarried  
##                   0.25242                    0.60322  
##  marital_statusnotmarried      marital_statuswidowed  
##                  -0.54349                    0.06997  
##        occupationclerical        occupationhighskill  
##                   1.08992                    1.63681  
##        occupationlowskill         occupationmidskill  
##                   0.25307                    1.07020  
##           occupationother         household_rolewife  
##                  13.43787                    1.30301  
##      household_roletenant   household_rolesingle_occ  
##                  -0.95624                   -1.16494  
##    household_rolerelative     household_roledepchild  
##                  -1.50598                   -1.96856  
##                 racewhite                  raceblack  
##                   0.28215                    0.24280  
##                racenative     raceAsian_Pac_Islander  
##                  -0.14146                    0.34776  
##                gendermale             hours_per_week  
##                   0.80952                    0.03039  
##        native_regionEAsia        native_regionEurope  
##                   0.37625                    0.44993  
## native_regionNorthAmerica         native_regionSAsia  
##                   0.43823                   -0.05089  
## native_regionSouthAmerica   native_regionUSTerritory  
##                  -0.70621                   -0.15851  
##          capital_gain_log           capital_loss_log  
##                   0.21143                    0.15543  
## 
## Degrees of Freedom: 26049 Total (i.e. Null);  26006 Residual
## Null Deviance:       28680 
## Residual Deviance: 17140     AIC: 17230
cat("\n\n--------Both Elimination---------\n\n")
## 
## 
## --------Both Elimination---------
# forward selection
step(full.model, trace = F, scope = list(lower=formula(full.model), upper=formula(full.model)),
     direction = 'both')
## 
## Call:  glm(formula = income ~ age + workclass + education_level + years_education + 
##     marital_status + occupation + household_role + race + gender + 
##     hours_per_week + native_region + capital_gain_log + capital_loss_log, 
##     family = binomial, data = training_set)
## 
## Coefficients:
##               (Intercept)                        age  
##                 -21.89895                    0.02534  
##           workclassFedGov            workclassLocGov  
##                  13.55632                   12.85409  
##      workclassNeverWorked           workclassPrivate  
##                 -10.62424                   13.03853  
##       workclassSelfEmpInc     workclassSelfEmpNotInc  
##                  13.29227                   12.56798  
##         workclassStateGov     education_levelhighsch  
##                  12.80217                   -0.12944  
##     education_levelmaster      education_levelno_edu  
##                   0.16680                  -10.21910  
##        education_levelphd     education_levelprimary  
##                   0.20818                    0.06427  
##  education_levelsecondary   education_levelundergrad  
##                  -0.45394                    0.06948  
##           years_education      marital_statusmarried  
##                   0.25242                    0.60322  
##  marital_statusnotmarried      marital_statuswidowed  
##                  -0.54349                    0.06997  
##        occupationclerical        occupationhighskill  
##                   1.08992                    1.63681  
##        occupationlowskill         occupationmidskill  
##                   0.25307                    1.07020  
##           occupationother         household_rolewife  
##                  13.43787                    1.30301  
##      household_roletenant   household_rolesingle_occ  
##                  -0.95624                   -1.16494  
##    household_rolerelative     household_roledepchild  
##                  -1.50598                   -1.96856  
##                 racewhite                  raceblack  
##                   0.28215                    0.24280  
##                racenative     raceAsian_Pac_Islander  
##                  -0.14146                    0.34776  
##                gendermale             hours_per_week  
##                   0.80952                    0.03039  
##        native_regionEAsia        native_regionEurope  
##                   0.37625                    0.44993  
## native_regionNorthAmerica         native_regionSAsia  
##                   0.43823                   -0.05089  
## native_regionSouthAmerica   native_regionUSTerritory  
##                  -0.70621                   -0.15851  
##          capital_gain_log           capital_loss_log  
##                   0.21143                    0.15543  
## 
## Degrees of Freedom: 26049 Total (i.e. Null);  26006 Residual
## Null Deviance:       28680 
## Residual Deviance: 17140     AIC: 17230

Stepwise for influencial outliers

cat("\n\n--------Backward Elimination---------\n\n")
## 
## 
## --------Backward Elimination---------
# backward selection
step(model4, trace = F, scope = list(lower=formula(model4), upper=formula(model4)),
     direction = 'backward')
## 
## Call:  glm(formula = income ~ age + workclass + education_level + years_education + 
##     marital_status + occupation + household_role + race + gender + 
##     hours_per_week + native_region + capital_gain_log + capital_loss_log, 
##     family = binomial, data = training_set_out)
## 
## Coefficients:
##               (Intercept)                        age  
##                 -21.57250                    0.02565  
##           workclassFedGov            workclassLocGov  
##                  12.88731                   12.14860  
##      workclassNeverWorked           workclassPrivate  
##                 -10.62443                   12.32773  
##       workclassSelfEmpInc     workclassSelfEmpNotInc  
##                  12.53429                   11.86370  
##         workclassStateGov     education_levelhighsch  
##                  12.04891                   -0.11809  
##     education_levelmaster      education_levelno_edu  
##                   0.22180                  -10.42375  
##        education_levelphd     education_levelprimary  
##                   0.36933                    0.03612  
##  education_levelsecondary   education_levelundergrad  
##                  -0.38775                    0.07748  
##           years_education      marital_statusmarried  
##                   0.25381                    0.78187  
##  marital_statusnotmarried      marital_statuswidowed  
##                  -0.45543                    0.20167  
##        occupationclerical        occupationhighskill  
##                   0.91164                    1.50236  
##        occupationlowskill         occupationmidskill  
##                   0.13007                    0.91050  
##           occupationother         household_rolewife  
##                  12.57631                    1.29026  
##      household_roletenant   household_rolesingle_occ  
##                  -0.83068                   -1.14693  
##    household_rolerelative     household_roledepchild  
##                  -1.20774                   -1.97223  
##                 racewhite                  raceblack  
##                   0.59108                    0.54800  
##                racenative     raceAsian_Pac_Islander  
##                  -0.03787                    0.84575  
##                gendermale             hours_per_week  
##                   0.80497                    0.03023  
##        native_regionEAsia        native_regionEurope  
##                   0.17525                    0.54364  
## native_regionNorthAmerica         native_regionSAsia  
##                   0.46042                   -0.23978  
## native_regionSouthAmerica   native_regionUSTerritory  
##                  -0.70149                   -0.23933  
##          capital_gain_log           capital_loss_log  
##                   0.20890                    0.14435  
## 
## Degrees of Freedom: 26037 Total (i.e. Null);  25994 Residual
## Null Deviance:       28590 
## Residual Deviance: 17150     AIC: 17230
cat("\n\n--------Forward Elimination---------\n\n")
## 
## 
## --------Forward Elimination---------
# forward selection
step(model4, trace = F, scope = list(lower=formula(model4), upper=formula(model4)),
     direction = 'forward')
## 
## Call:  glm(formula = income ~ age + workclass + education_level + years_education + 
##     marital_status + occupation + household_role + race + gender + 
##     hours_per_week + native_region + capital_gain_log + capital_loss_log, 
##     family = binomial, data = training_set_out)
## 
## Coefficients:
##               (Intercept)                        age  
##                 -21.57250                    0.02565  
##           workclassFedGov            workclassLocGov  
##                  12.88731                   12.14860  
##      workclassNeverWorked           workclassPrivate  
##                 -10.62443                   12.32773  
##       workclassSelfEmpInc     workclassSelfEmpNotInc  
##                  12.53429                   11.86370  
##         workclassStateGov     education_levelhighsch  
##                  12.04891                   -0.11809  
##     education_levelmaster      education_levelno_edu  
##                   0.22180                  -10.42375  
##        education_levelphd     education_levelprimary  
##                   0.36933                    0.03612  
##  education_levelsecondary   education_levelundergrad  
##                  -0.38775                    0.07748  
##           years_education      marital_statusmarried  
##                   0.25381                    0.78187  
##  marital_statusnotmarried      marital_statuswidowed  
##                  -0.45543                    0.20167  
##        occupationclerical        occupationhighskill  
##                   0.91164                    1.50236  
##        occupationlowskill         occupationmidskill  
##                   0.13007                    0.91050  
##           occupationother         household_rolewife  
##                  12.57631                    1.29026  
##      household_roletenant   household_rolesingle_occ  
##                  -0.83068                   -1.14693  
##    household_rolerelative     household_roledepchild  
##                  -1.20774                   -1.97223  
##                 racewhite                  raceblack  
##                   0.59108                    0.54800  
##                racenative     raceAsian_Pac_Islander  
##                  -0.03787                    0.84575  
##                gendermale             hours_per_week  
##                   0.80497                    0.03023  
##        native_regionEAsia        native_regionEurope  
##                   0.17525                    0.54364  
## native_regionNorthAmerica         native_regionSAsia  
##                   0.46042                   -0.23978  
## native_regionSouthAmerica   native_regionUSTerritory  
##                  -0.70149                   -0.23933  
##          capital_gain_log           capital_loss_log  
##                   0.20890                    0.14435  
## 
## Degrees of Freedom: 26037 Total (i.e. Null);  25994 Residual
## Null Deviance:       28590 
## Residual Deviance: 17150     AIC: 17230
cat("\n\n--------Both Elimination---------\n\n")
## 
## 
## --------Both Elimination---------
# forward selection
step(model4, trace = F, scope = list(lower=formula(model4), upper=formula(model4)),
     direction = 'both')
## 
## Call:  glm(formula = income ~ age + workclass + education_level + years_education + 
##     marital_status + occupation + household_role + race + gender + 
##     hours_per_week + native_region + capital_gain_log + capital_loss_log, 
##     family = binomial, data = training_set_out)
## 
## Coefficients:
##               (Intercept)                        age  
##                 -21.57250                    0.02565  
##           workclassFedGov            workclassLocGov  
##                  12.88731                   12.14860  
##      workclassNeverWorked           workclassPrivate  
##                 -10.62443                   12.32773  
##       workclassSelfEmpInc     workclassSelfEmpNotInc  
##                  12.53429                   11.86370  
##         workclassStateGov     education_levelhighsch  
##                  12.04891                   -0.11809  
##     education_levelmaster      education_levelno_edu  
##                   0.22180                  -10.42375  
##        education_levelphd     education_levelprimary  
##                   0.36933                    0.03612  
##  education_levelsecondary   education_levelundergrad  
##                  -0.38775                    0.07748  
##           years_education      marital_statusmarried  
##                   0.25381                    0.78187  
##  marital_statusnotmarried      marital_statuswidowed  
##                  -0.45543                    0.20167  
##        occupationclerical        occupationhighskill  
##                   0.91164                    1.50236  
##        occupationlowskill         occupationmidskill  
##                   0.13007                    0.91050  
##           occupationother         household_rolewife  
##                  12.57631                    1.29026  
##      household_roletenant   household_rolesingle_occ  
##                  -0.83068                   -1.14693  
##    household_rolerelative     household_roledepchild  
##                  -1.20774                   -1.97223  
##                 racewhite                  raceblack  
##                   0.59108                    0.54800  
##                racenative     raceAsian_Pac_Islander  
##                  -0.03787                    0.84575  
##                gendermale             hours_per_week  
##                   0.80497                    0.03023  
##        native_regionEAsia        native_regionEurope  
##                   0.17525                    0.54364  
## native_regionNorthAmerica         native_regionSAsia  
##                   0.46042                   -0.23978  
## native_regionSouthAmerica   native_regionUSTerritory  
##                  -0.70149                   -0.23933  
##          capital_gain_log           capital_loss_log  
##                   0.20890                    0.14435  
## 
## Degrees of Freedom: 26037 Total (i.e. Null);  25994 Residual
## Null Deviance:       28590 
## Residual Deviance: 17150     AIC: 17230

Reduced model that eliminates non significant variables and colinearity between those variables.

new_formula2 <- as.formula(income ~ +age + years_education + capital_gain_log + capital_loss_log +
                             marital_status+ occupation + household_role + gender + race + hours_per_week)

new_formula2
## income ~ +age + years_education + capital_gain_log + capital_loss_log + 
##     marital_status + occupation + household_role + gender + race + 
##     hours_per_week
# Fit the reduced model
reduced_model2 <- glm(new_formula2, data = training_set, family = binomial)
summary(reduced_model2)
## 
## Call:
## glm(formula = new_formula2, family = binomial, data = training_set)
## 
## Coefficients:
##                           Estimate Std. Error z value Pr(>|z|)    
## (Intercept)              -9.179476   0.403223 -22.765  < 2e-16 ***
## age                       0.024479   0.001732  14.135  < 2e-16 ***
## years_education           0.287354   0.009373  30.658  < 2e-16 ***
## capital_gain_log          0.210640   0.007205  29.235  < 2e-16 ***
## capital_loss_log          0.155009   0.010483  14.787  < 2e-16 ***
## marital_statusmarried     0.550021   0.180209   3.052 0.002272 ** 
## marital_statusnotmarried -0.544400   0.088346  -6.162 7.18e-10 ***
## marital_statuswidowed     0.073068   0.161611   0.452 0.651179    
## occupationclerical        1.378467   0.152101   9.063  < 2e-16 ***
## occupationhighskill       1.843598   0.137544  13.404  < 2e-16 ***
## occupationlowskill        0.452575   0.160270   2.824 0.004745 ** 
## occupationmidskill        1.260004   0.139171   9.054  < 2e-16 ***
## occupationother           0.660050   0.172593   3.824 0.000131 ***
## household_rolewife        1.256316   0.108977  11.528  < 2e-16 ***
## household_roletenant     -0.999513   0.176982  -5.648 1.63e-08 ***
## household_rolesingle_occ -1.222040   0.197550  -6.186 6.17e-10 ***
## household_rolerelative   -1.585747   0.254463  -6.232 4.61e-10 ***
## household_roledepchild   -2.014765   0.218107  -9.238  < 2e-16 ***
## gendermale                0.801219   0.082452   9.717  < 2e-16 ***
## racewhite                 0.483374   0.278467   1.736 0.082592 .  
## raceblack                 0.445563   0.287955   1.547 0.121782    
## racenative                0.065361   0.365183   0.179 0.857953    
## raceAsian_Pac_Islander    0.402804   0.297828   1.352 0.176224    
## hours_per_week            0.030445   0.001737  17.529  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28679  on 26049  degrees of freedom
## Residual deviance: 17284  on 26026  degrees of freedom
## AIC: 17332
## 
## Number of Fisher Scoring iterations: 7
# Check for multicollinearity
vif(reduced_model2) 
##                       GVIF Df GVIF^(1/(2*Df))
## age               1.200225  1        1.095548
## years_education   1.293949  1        1.137519
## capital_gain_log  1.028938  1        1.014366
## capital_loss_log  1.011269  1        1.005619
## marital_status   18.658428  3        1.628593
## occupation        1.519827  5        1.042748
## household_role   41.900493  5        1.452854
## gender            2.785419  1        1.668957
## race              1.044452  4        1.005451
## hours_per_week    1.117688  1        1.057208
# Perform Hosmer-Lemeshow goodness of fit test
# Note: A p-value less than 0.05 typically suggests that the model does not fit the data well.
hoslem.test(training_set$income, fitted(reduced_model2))
## Warning in Ops.factor(1, y): '-' not meaningful for factors
## 
##  Hosmer and Lemeshow goodness of fit (GOF) test
## 
## data:  training_set$income, fitted(reduced_model2)
## X-squared = 26050, df = 8, p-value < 2.2e-16
# Make predictions
probabilities <- reduced_model2 %>% predict(testing_set, type = "response")
predicted.classes <- ifelse(probabilities > 0.27, ">50K", "<=50K")

# Model accuracy
accuracy <- mean(predicted.classes==testing_set$income)

# confusion matrix 
tb <- table(predicted.classes, testing_set$income)
tb
##                  
## predicted.classes <=50K >50K
##             <=50K  3975  314
##             >50K    934 1289
# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb[2, 2] / (tb[2, 2] + tb[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb[1, 1] / (tb[1, 1] + tb[2, 1])

# Calculate Prevalence
prevalence <- (tb[1, 2] + tb[2, 2]) / sum(tb)

# Calculate PPV (Positive Predictive Value)
ppv <- tb[2, 2] / (tb[2, 2] + tb[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb[1, 1] / (tb[1, 1] + tb[1, 2])

# Calculate AUROC
roc_obj <- roc(testing_set$income, probabilities)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy, "\n")
## accuracy: 0.8083538
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8041173
cat("Specificity:", specificity, "\n")
## Specificity: 0.8097372
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2461609
cat("PPV:", ppv, "\n")
## PPV: 0.5798471
cat("NPV:", npv, "\n")
## NPV: 0.9267895
cat("AUROC:", auroc, "\n")
## AUROC: 0.8934422
############### Outliers Removed #############################

# Fit the reduced model
reduced_model3 <- glm(new_formula2, data = training_set_out, family = binomial)
summary(reduced_model2)
## 
## Call:
## glm(formula = new_formula2, family = binomial, data = training_set)
## 
## Coefficients:
##                           Estimate Std. Error z value Pr(>|z|)    
## (Intercept)              -9.179476   0.403223 -22.765  < 2e-16 ***
## age                       0.024479   0.001732  14.135  < 2e-16 ***
## years_education           0.287354   0.009373  30.658  < 2e-16 ***
## capital_gain_log          0.210640   0.007205  29.235  < 2e-16 ***
## capital_loss_log          0.155009   0.010483  14.787  < 2e-16 ***
## marital_statusmarried     0.550021   0.180209   3.052 0.002272 ** 
## marital_statusnotmarried -0.544400   0.088346  -6.162 7.18e-10 ***
## marital_statuswidowed     0.073068   0.161611   0.452 0.651179    
## occupationclerical        1.378467   0.152101   9.063  < 2e-16 ***
## occupationhighskill       1.843598   0.137544  13.404  < 2e-16 ***
## occupationlowskill        0.452575   0.160270   2.824 0.004745 ** 
## occupationmidskill        1.260004   0.139171   9.054  < 2e-16 ***
## occupationother           0.660050   0.172593   3.824 0.000131 ***
## household_rolewife        1.256316   0.108977  11.528  < 2e-16 ***
## household_roletenant     -0.999513   0.176982  -5.648 1.63e-08 ***
## household_rolesingle_occ -1.222040   0.197550  -6.186 6.17e-10 ***
## household_rolerelative   -1.585747   0.254463  -6.232 4.61e-10 ***
## household_roledepchild   -2.014765   0.218107  -9.238  < 2e-16 ***
## gendermale                0.801219   0.082452   9.717  < 2e-16 ***
## racewhite                 0.483374   0.278467   1.736 0.082592 .  
## raceblack                 0.445563   0.287955   1.547 0.121782    
## racenative                0.065361   0.365183   0.179 0.857953    
## raceAsian_Pac_Islander    0.402804   0.297828   1.352 0.176224    
## hours_per_week            0.030445   0.001737  17.529  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28679  on 26049  degrees of freedom
## Residual deviance: 17284  on 26026  degrees of freedom
## AIC: 17332
## 
## Number of Fisher Scoring iterations: 7
# Check for multicollinearity
vif(reduced_model3) 
##                       GVIF Df GVIF^(1/(2*Df))
## age               1.209039  1        1.099563
## years_education   1.303372  1        1.141653
## capital_gain_log  1.029705  1        1.014744
## capital_loss_log  1.011626  1        1.005796
## marital_status   18.694621  3        1.629119
## occupation        1.519776  5        1.042745
## household_role   41.172083  5        1.450308
## gender            2.782263  1        1.668012
## race              1.041505  4        1.005096
## hours_per_week    1.113945  1        1.055436
# Perform Hosmer-Lemeshow goodness of fit test
# Note: A p-value less than 0.05 typically suggests that the model does not fit the data well.
hoslem.test(training_set_out$income, fitted(reduced_model3))
## Warning in Ops.factor(1, y): '-' not meaningful for factors
## 
##  Hosmer and Lemeshow goodness of fit (GOF) test
## 
## data:  training_set_out$income, fitted(reduced_model3)
## X-squared = 26038, df = 8, p-value < 2.2e-16
# Make predictions
probabilities2 <- reduced_model3 %>% predict(testing_set_out, type = "response")
predicted.classes2 <- ifelse(probabilities2 > 0.27, ">50K", "<=50K")

# Model accuracy
accuracy <- mean(predicted.classes2==testing_set_out$income)

# confusion matrix 
tb2 <- table(predicted.classes2, testing_set_out$income)
tb2
##                   
## predicted.classes2 <=50K >50K
##              <=50K  3986  284
##              >50K    901 1338
# Calculate Sensitivity (True Positive Rate)
sensitivity2 <- tb2[2, 2] / (tb2[2, 2] + tb2[1, 2])

# Calculate Specificity (True Negative Rate)
specificity2 <- tb2[1, 1] / (tb2[1, 1] + tb2[2, 1])

# Calculate Prevalence
prevalence2 <- (tb2[1, 2] + tb2[2, 2]) / sum(tb2)

# Calculate PPV (Positive Predictive Value)
ppv2 <- tb2[2, 2] / (tb2[2, 2] + tb2[2, 1])

# Calculate NPV (Negative Predictive Value)
npv2 <- tb2[1, 1] / (tb2[1, 1] + tb2[1, 2])

# Calculate AUROC
roc_obj2 <- roc(testing_set_out$income, probabilities2)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc2 <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy2, "\n")
## accuracy: 0.8210171
cat("Sensitivity:", sensitivity2, "\n")
## Sensitivity: 0.8249075
cat("Specificity:", specificity2, "\n")
## Specificity: 0.8156333
cat("Prevalence:", prevalence2, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv2, "\n")
## PPV: 0.5975882
cat("NPV:", npv2, "\n")
## NPV: 0.9334895
cat("AUROC:", auroc2, "\n")
## AUROC: 0.8934422
# full with outliers
pred_full <- prediction(probabilities, testing_set$income)
pred_full_per <- performance(pred_full, measure = "tpr", x.measure = "fpr")
mod1_pred <- data.frame(FP = pred_full_per@x.values[[1]], TP = pred_full_per@y.values[[1]])

# full without outliers
pred_full_Out <- prediction(probabilities2, testing_set_out$income)
pred_full_per2 <- performance(pred_full_Out, measure = "tpr", x.measure = "fpr")
mod2_pred <- data.frame(FP = pred_full_per2@x.values[[1]], TP = pred_full_per2@y.values[[1]])

# plot ROC curve for logistic regression
g <- ggplot() + 
  geom_line(data = mod1_pred, aes(x = FP, y = TP, color = 'Reduced With Outliers')) + 
  geom_line(data = mod2_pred, aes(x = FP, y = TP, color = 'Reduced Without Outliers')) +
  geom_segment(aes(x = 0, xend = 1, y = 0, yend = 1)) +
  ggtitle('ROC Curve') + 
  labs(x = 'False Positive Rate', y = 'True Positive Rate') 


g +  scale_colour_manual(name = 'Classifier', values = c('Reduced With Outliers'='red', 
                                               'Reduced Without Outliers'='blue'))

Odds ratio for the reduced model removing influencial outliers.

An OR of x suggests that with each additional year of (the variable), the odds of the outcome occurring increase by approximately ((OR -1)*100) all other variables remaining constant. or if it has a reference variable…compared to the reference variable.

summary(reduced_model3)
## 
## Call:
## glm(formula = new_formula2, family = binomial, data = training_set_out)
## 
## Coefficients:
##                           Estimate Std. Error z value Pr(>|z|)    
## (Intercept)              -9.598491   0.418492 -22.936  < 2e-16 ***
## age                       0.024997   0.001730  14.446  < 2e-16 ***
## years_education           0.291136   0.009383  31.028  < 2e-16 ***
## capital_gain_log          0.208743   0.007156  29.171  < 2e-16 ***
## capital_loss_log          0.143913   0.010389  13.852  < 2e-16 ***
## marital_statusmarried     0.738096   0.179356   4.115 3.87e-05 ***
## marital_statusnotmarried -0.448284   0.088284  -5.078 3.82e-07 ***
## marital_statuswidowed     0.194245   0.159523   1.218  0.22335    
## occupationclerical        1.197102   0.147693   8.105 5.26e-16 ***
## occupationhighskill       1.699542   0.133246  12.755  < 2e-16 ***
## occupationlowskill        0.327374   0.155885   2.100  0.03572 *  
## occupationmidskill        1.098318   0.134801   8.148 3.71e-16 ***
## occupationother           0.510718   0.168592   3.029  0.00245 ** 
## household_rolewife        1.240202   0.108733  11.406  < 2e-16 ***
## household_roletenant     -0.857469   0.175185  -4.895 9.85e-07 ***
## household_rolesingle_occ -1.185394   0.197134  -6.013 1.82e-09 ***
## household_rolerelative   -1.280702   0.231889  -5.523 3.33e-08 ***
## household_roledepchild   -2.013056   0.221612  -9.084  < 2e-16 ***
## gendermale                0.790859   0.082095   9.634  < 2e-16 ***
## racewhite                 0.827866   0.299933   2.760  0.00578 ** 
## raceblack                 0.777479   0.308565   2.520  0.01175 *  
## racenative                0.220347   0.384144   0.574  0.56624    
## raceAsian_Pac_Islander    0.779149   0.317370   2.455  0.01409 *  
## hours_per_week            0.030230   0.001743  17.342  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28594  on 26037  degrees of freedom
## Residual deviance: 17295  on 26014  degrees of freedom
## AIC: 17343
## 
## Number of Fisher Scoring iterations: 7
# Calculate Odds Ratios and 90% Confidence Intervals
odds_ratios <- exp(coef(reduced_model3))
conf_int <- exp(confint(reduced_model3, level = 0.95))
## Waiting for profiling to be done...
# Identify significant predictors at the 0.05 level
significant_predictors <- summary(reduced_model3)$coefficients[, 4] < 0.05

# Extract Odds Ratios and Confidence Intervals for significant predictors
# Note: Use names() to match significant predictors by name
significant_or_ci <- data.frame(
  OddsRatio = odds_ratios[significant_predictors],
  LowerCI = conf_int[names(odds_ratios)[significant_predictors], 1],
  UpperCI = conf_int[names(odds_ratios)[significant_predictors], 2]
)
significant_or_ci
##                             OddsRatio      LowerCI      UpperCI
## (Intercept)              6.783099e-05 2.936562e-05 0.0001518311
## age                      1.025312e+00 1.021844e+00 1.0287992244
## years_education          1.337946e+00 1.313673e+00 1.3628928306
## capital_gain_log         1.232128e+00 1.215050e+00 1.2496192802
## capital_loss_log         1.154783e+00 1.131548e+00 1.1785880768
## marital_statusmarried    2.091949e+00 1.461510e+00 2.9543600056
## marital_statusnotmarried 6.387232e-01 5.372228e-01 0.7594162224
## occupationclerical       3.310510e+00 2.487612e+00 4.4400246538
## occupationhighskill      5.471442e+00 4.233618e+00 7.1406257944
## occupationlowskill       1.387320e+00 1.024740e+00 1.8888283730
## occupationmidskill       2.999117e+00 2.313470e+00 3.9258245123
## occupationother          1.666487e+00 1.199673e+00 2.3241718290
## household_rolewife       3.456311e+00 2.794177e+00 4.2794144445
## household_roletenant     4.242344e-01 2.987118e-01 0.5940437539
## household_rolesingle_occ 3.056257e-01 2.062195e-01 0.4468625819
## household_rolerelative   2.778421e-01 1.734786e-01 0.4314173322
## household_roledepchild   1.335798e-01 8.560423e-02 0.2042279905
## gendermale               2.205289e+00 1.878715e+00 2.5920962860
## racewhite                2.288431e+00 1.304018e+00 4.2419327604
## raceblack                2.175980e+00 1.217390e+00 4.0962024388
## raceAsian_Pac_Islander   2.179618e+00 1.196645e+00 4.1677149687
## hours_per_week           1.030692e+00 1.027184e+00 1.0342276616

Most of the residuals fall within +/- 3

# create a data frame to store information regarding deviance residuals
index <- 1:dim(training_set)[1]
dev_resid <- residuals(model3)
income <- training_set$income
dff <- data.frame(index, dev_resid, income)

ggplot(dff, aes(x = index, y = dev_resid, color = income)) +
  geom_point() + 
  geom_hline(yintercept = 3, linetype = 'dashed', color = 'blue') +
  geom_hline(yintercept = -3, linetype = 'dashed', color = 'blue')

Objective 1: Simple GLM and Interpretation

# Set a seed for reproducibility
set.seed(1234)

# Calculate the number of rows to select
sample_size2 <- round(0.8 * nrow(adult3))

# Create a random sample of indices
index2 <- sample(1:nrow(adult3), size = sample_size2, replace = FALSE)

# Create the training set using the selected indices
training_set2 <- adult3[index, ]

# Create the testing set with the remaining indices
testing_set2 <- adult3[-index, ]
nrow(training_set2)
## [1] 26050
nrow(testing_set2)
## [1] 6512

Full Model (With Outliers)

set.seed(1234)
# Logging Capital
## Train
capital_data_training<-training_set2[,c("capital_gain","capital_loss")]

capital_data_training <- capital_data_training %>%
  mutate(
    capital_gain = as.numeric(capital_gain) + 0.000001,
    capital_loss = as.numeric(capital_loss) + 0.000001
  ) %>%
  mutate(log_capital_gain = log(capital_gain),
    log_capital_loss = log(capital_loss)
  )

training_set2<-cbind(training_set2, capital_data_training)

# Assigning classes in transformed dataset

training_set2$age<-as.numeric(training_set2$age)
training_set2$workclass<-factor(training_set2$workclass)
training_set2$education_level<-factor(training_set2$education_level)
training_set2$years_education<-as.numeric(training_set2$years_education)
training_set2$marital_status<-factor(training_set2$marital_status)
training_set2$occupation<-factor(training_set2$occupation)
training_set2$household_role<-factor(training_set2$household_role)
#training_set$continent<-factor(training_set$continent)
training_set$capital_loss_log<-as.numeric(training_set$capital_loss_log)
training_set$capital_gain_log-as.numeric(training_set$capital_gain_log)
##     [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##    [37] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##    [73] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [109] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [145] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [181] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [217] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [253] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [289] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [325] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [361] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [397] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
##   [433] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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## Test

capital_data_testing <- testing_set2[, c("capital_gain", "capital_loss")]

capital_data_testing <- capital_data_testing %>%
  mutate(
    capital_gain = as.numeric(capital_gain) + 0.000001,
    capital_loss = as.numeric(capital_loss) + 0.000001
  ) %>%
  mutate(log_capital_gain = log(capital_gain),
    log_capital_loss = log(capital_loss)
  )


testing_set2 <- cbind(testing_set2, capital_data_testing)

# Assigning classes in transformed dataset
testing_set2$age <- as.numeric(testing_set2$age)
testing_set2$workclass <- factor(testing_set2$workclass)
testing_set2$education_level <- factor(testing_set2$education_level)
testing_set2$years_education <- as.numeric(testing_set2$years_education)
testing_set2$marital_status <- factor(testing_set2$marital_status)
testing_set2$occupation <- factor(testing_set2$occupation)
testing_set2$household_role <- factor(testing_set2$household_role)
#testing_set$continent <- factor(testing_set$continent)
testing_set$capital_loss_log <- as.numeric(testing_set$capital_loss_log)
testing_set$capital_gain_log <- as.numeric(testing_set$capital_gain_log)



glm_final<-glm(income.num~age+workclass+education_level+years_education+marital_status+occupation+household_role+race+native_region+capital_loss_log+capital_gain_log, data=training_set2, family="binomial")


# summary(glm_final)

# cbind("Coefficients" = coef(glm_final), #confint.default(glm_final, level=0.95))

ROC: Full Model With Outliers

set.seed(1234)


glm_final<-glm(income.num~age+workclass+education_level+years_education+marital_status+occupation+household_role+race+native_region+log_capital_loss+log_capital_gain, data=training_set2, family="binomial")



predicted_probs_final <- predict(glm_final, newdata = testing_set2, type = "response")

testing_set2$income.num <- ifelse(testing_set2$income == ">50K", 1, 0)


roc_curve_final <- roc(testing_set2$income, predicted_probs_final)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
optimal_threshold_final<- coords(roc_curve_final, "best", best.method = "closest.topleft")

plot(roc_curve_final, main = "ROC Curve With Outliers", col = "blue")
abline(a = 0, b = 1, lty = 2, col = "red")  
legend("bottomright", legend = paste("AUC =", round(auc(roc_curve_final), 5)), col = "blue", lwd = 2)

AUROC of glm model with outliers is 88.781%

Metrics: Full Model with Outliers

set.seed(1234)

glm_final<-glm(income.num~age+workclass+education_level+years_education+marital_status+occupation+household_role+race+native_region+log_capital_loss+log_capital_gain, data=training_set2, family="binomial")

testing_set2<-cbind(testing_set2, capital_data_testing)

predicted_probs_final <- predict(glm_final, newdata = testing_set2, type = "response")

testing_set2$income.num <- ifelse(testing_set2$income == "<=50K", 1, 0)


predicted_classes_final <- ifelse(predicted_probs_final < optimal_threshold_final$threshold,1, 0)

result_df <- data.frame(Index = as.numeric(names(predicted_classes_final)),
                         Predicted_Class = as.factor(predicted_classes_final))

confusion_matrix_final <- confusionMatrix(result_df$Predicted_Class, factor(testing_set2$income.num))

confusion_matrix_final
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction    0    1
##          0 1343 1000
##          1  257 3912
##                                           
##                Accuracy : 0.807           
##                  95% CI : (0.7972, 0.8165)
##     No Information Rate : 0.7543          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.5497          
##                                           
##  Mcnemar's Test P-Value : < 2.2e-16       
##                                           
##             Sensitivity : 0.8394          
##             Specificity : 0.7964          
##          Pos Pred Value : 0.5732          
##          Neg Pred Value : 0.9384          
##              Prevalence : 0.2457          
##          Detection Rate : 0.2062          
##    Detection Prevalence : 0.3598          
##       Balanced Accuracy : 0.8179          
##                                           
##        'Positive' Class : 0               
## 

Reduced Model (With Outliers)

set.seed(1234)


glm_final<-glm(income.num~age+years_education+marital_status+occupation+household_role+gender+race+log_capital_loss+log_capital_gain, data=training_set2, family="binomial")


#summary(glm_final)

ROC: Reduced Model With Outliers

set.seed(1234)

# Reduced Model

glm_final<-glm(income.num~age+years_education+marital_status+occupation+household_role+gender+race+capital_loss_log+capital_gain_log, data=training_set2, family="binomial")


predicted_probs_final <- predict(glm_final, newdata = testing_set2, type = "response")

testing_set2$income.num <- ifelse(testing_set2$income == ">50K", 1, 0)


roc_curve_final <- roc(testing_set2$income, predicted_probs_final)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
optimal_threshold_final<- coords(roc_curve_final, "best", best.method = "closest.topleft")

plot(roc_curve_final, main = "ROC Curve of Reduced Model With Outliers", col = "blue")
abline(a = 0, b = 1, lty = 2, col = "red")  
legend("bottomright", legend = paste("AUC =", round(auc(roc_curve_final), 5)), col = "blue", lwd = 2)

Metrics: Reduced Model With Outliers

# Reduced Model
glm_final<-glm(income.num~age+years_education+marital_status+occupation+household_role+gender+race+capital_loss_log+capital_gain_log, data=training_set2, family="binomial")

testing_set3<-cbind(testing_set2, capital_data_testing)

predicted_probs_final <- predict(glm_final, newdata = testing_set3, type = "response")

testing_set3$income.num <- ifelse(testing_set3$income == "<=50K", 1, 0)


predicted_classes_final <- ifelse(predicted_probs_final < optimal_threshold_final$threshold,1, 0)

result_df <- data.frame(Index = as.numeric(names(predicted_classes_final)),
                         Predicted_Class = as.factor(predicted_classes_final))

confusion_matrix_final_reduced_with_outliers <- confusionMatrix(result_df$Predicted_Class, factor(testing_set3$income.num))

confusion_matrix_final_reduced_with_outliers
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction    0    1
##          0 1335  984
##          1  265 3928
##                                           
##                Accuracy : 0.8082          
##                  95% CI : (0.7984, 0.8177)
##     No Information Rate : 0.7543          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.5506          
##                                           
##  Mcnemar's Test P-Value : < 2.2e-16       
##                                           
##             Sensitivity : 0.8344          
##             Specificity : 0.7997          
##          Pos Pred Value : 0.5757          
##          Neg Pred Value : 0.9368          
##              Prevalence : 0.2457          
##          Detection Rate : 0.2050          
##    Detection Prevalence : 0.3561          
##       Balanced Accuracy : 0.8170          
##                                           
##        'Positive' Class : 0               
## 

Reduced Model Without Outliers

set.seed(1234)

outlier_indices <- c(4569, 5386, 10459, 15377, 17040, 18437, 20177, 31369, 32215, 32562)
training_set_outliers_removed <- training_set2[-outlier_indices, ]

outlier_indices <- c(4569, 5386, 10459, 15377, 17040, 18437, 20177, 31369, 32215, 32562)
testing_set_outliers_removed <- testing_set3[-outlier_indices, ]



glm_final_reduced_without_outliers<-glm(income.num~age+years_education+marital_status+occupation+household_role+gender+race+capital_loss_log+capital_gain_log, data=training_set_outliers_removed, family="binomial")

ROC: Reduced Model Without Outliers

# AUROC

glm_final<-glm(income.num~age+years_education+marital_status+occupation+household_role+gender+race+capital_loss_log+capital_gain_log, data=training_set_outliers_removed, family="binomial")


predicted_probs_final <- predict(glm_final, newdata = testing_set_outliers_removed, type = "response")

testing_set_outliers_removed$income.num <- ifelse(testing_set_outliers_removed$income == ">50K", 1, 0)


roc_curve_final <- roc(testing_set_outliers_removed$income, predicted_probs_final)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
optimal_threshold_final<- coords(roc_curve_final, "best", best.method = "closest.topleft")

plot(roc_curve_final, main = "ROC Curve of Reduced Model Without Outliers", col = "blue")
abline(a = 0, b = 1, lty = 2, col = "red")  
legend("bottomright", legend = paste("AUC =", round(auc(roc_curve_final), 5)), col = "blue", lwd = 2)

Metrics: Reduced Model Without Outliers

set.seed(1234)

glm_final<-glm(income.num~age+years_education+marital_status+occupation+household_role+gender+race+log_capital_loss+log_capital_gain, data=training_set_outliers_removed, family="binomial")


predicted_probs_final <- predict(glm_final, newdata = testing_set_outliers_removed, type = "response")

testing_set_outliers_removed$income.num <- ifelse(testing_set_outliers_removed$income == "<=50K", 1, 0)


predicted_classes_final <- ifelse(predicted_probs_final < optimal_threshold_final$threshold,1, 0)

result_df <- data.frame(Index = as.numeric(names(predicted_classes_final)),
                         Predicted_Class = as.factor(predicted_classes_final))

confusion_matrix_reduced_without_outliers <- confusionMatrix(result_df$Predicted_Class, factor(testing_set_outliers_removed$income.num))

confusion_matrix_reduced_without_outliers
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction    0    1
##          0 1354 1033
##          1  245 3878
##                                           
##                Accuracy : 0.8037          
##                  95% CI : (0.7938, 0.8133)
##     No Information Rate : 0.7544          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.5457          
##                                           
##  Mcnemar's Test P-Value : < 2.2e-16       
##                                           
##             Sensitivity : 0.8468          
##             Specificity : 0.7897          
##          Pos Pred Value : 0.5672          
##          Neg Pred Value : 0.9406          
##              Prevalence : 0.2456          
##          Detection Rate : 0.2080          
##    Detection Prevalence : 0.3667          
##       Balanced Accuracy : 0.8182          
##                                           
##        'Positive' Class : 0               
## 

Minimal change in performance with removal of outliers. We will move forward with the reduced model including the outliers

Model Interpretation: Reduced Model (With Outliers)

glm_final<-glm(income.num~age+years_education+marital_status+occupation+household_role+gender+race+capital_loss_log+capital_gain_log, data=training_set2, family="binomial")

summary(glm_final)
## 
## Call:
## glm(formula = income.num ~ age + years_education + marital_status + 
##     occupation + household_role + gender + race + capital_loss_log + 
##     capital_gain_log, family = "binomial", data = training_set2)
## 
## Coefficients:
##                           Estimate Std. Error z value Pr(>|z|)    
## (Intercept)              -7.767626   0.404255 -19.215  < 2e-16 ***
## age                       0.020839   0.001678  12.417  < 2e-16 ***
## years_education           0.290603   0.009251  31.413  < 2e-16 ***
## marital_statusmarried     0.535167   0.177654   3.012  0.00259 ** 
## marital_statusnotmarried -0.468821   0.087211  -5.376 7.63e-08 ***
## marital_statuswidowed     0.027897   0.160841   0.173  0.86230    
## occupationclerical        0.847963   0.141608   5.988 2.12e-09 ***
## occupationhighskill       1.478613   0.127666  11.582  < 2e-16 ***
## occupationlowskill        0.006958   0.150122   0.046  0.96303    
## occupationmidskill        0.856592   0.129186   6.631 3.34e-11 ***
## occupationother           0.012684   0.162331   0.078  0.93772    
## household_rolewife        1.216307   0.107220  11.344  < 2e-16 ***
## household_roletenant     -1.013876   0.173166  -5.855 4.77e-09 ***
## household_rolesingle_occ -1.263422   0.194789  -6.486 8.81e-11 ***
## household_rolerelative   -1.526758   0.240548  -6.347 2.20e-10 ***
## household_roledepchild   -2.173666   0.214978 -10.111  < 2e-16 ***
## gendermale                0.927797   0.081051  11.447  < 2e-16 ***
## racewhite                 0.841636   0.306211   2.749  0.00599 ** 
## raceblack                 0.720119   0.314635   2.289  0.02209 *  
## racenative                0.431459   0.384835   1.121  0.26222    
## raceAsian_Pac_Islander    0.619243   0.323642   1.913  0.05570 .  
## capital_loss_log          0.151753   0.010328  14.694  < 2e-16 ***
## capital_gain_log          0.205507   0.007069  29.074  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28686  on 26049  degrees of freedom
## Residual deviance: 17745  on 26027  degrees of freedom
## AIC: 17791
## 
## Number of Fisher Scoring iterations: 7
set.seed(1234)

coef(glm_final)
##              (Intercept)                      age          years_education 
##             -7.767626213              0.020838881              0.290602682 
##    marital_statusmarried marital_statusnotmarried    marital_statuswidowed 
##              0.535166588             -0.468820538              0.027897488 
##       occupationclerical      occupationhighskill       occupationlowskill 
##              0.847962934              1.478613174              0.006957833 
##       occupationmidskill          occupationother       household_rolewife 
##              0.856592004              0.012683882              1.216306810 
##     household_roletenant household_rolesingle_occ   household_rolerelative 
##             -1.013875798             -1.263422200             -1.526757787 
##   household_roledepchild               gendermale                racewhite 
##             -2.173665697              0.927796823              0.841635881 
##                raceblack               racenative   raceAsian_Pac_Islander 
##              0.720118918              0.431458648              0.619242942 
##         capital_loss_log         capital_gain_log 
##              0.151752515              0.205507364
exp(cbind("Coefficient" = coef(glm_final), confint.default(glm_final, level=0.95)))
##                           Coefficient        2.5 %       97.5 %
## (Intercept)              0.0004232167 0.0001916287 0.0009346846
## age                      1.0210575264 1.0177044157 1.0244216849
## years_education          1.3372331713 1.3132051851 1.3617008025
## marital_statusmarried    1.7077327069 1.2055933165 2.4190172245
## marital_statusnotmarried 0.6257398697 0.5274234429 0.7423833539
## marital_statuswidowed    1.0282902672 0.7502532455 1.4093652777
## occupationclerical       2.3348856886 1.7690046602 3.0817845208
## occupationhighskill      4.3868576525 3.4157333896 5.6340814308
## occupationlowskill       1.0069820950 0.7503048189 1.3514679824
## occupationmidskill       2.3551207590 1.8283111190 3.0337253500
## occupationother          1.0127646639 0.7367707720 1.3921457031
## household_rolewife       3.3747012790 2.7350779205 4.1639064967
## household_roletenant     0.3628100725 0.2583928778 0.5094225113
## household_rolesingle_occ 0.2826849648 0.1929736107 0.4141021616
## household_rolerelative   0.2172388614 0.1355760567 0.3480903933
## household_roledepchild   0.1137598426 0.0746448075 0.1733717618
## gendermale               2.5289313521 2.1574772372 2.9643389387
## racewhite                2.3201593787 1.2731246302 4.2282895284
## raceblack                2.0546775334 1.1089854353 3.8068126343
## racenative               1.5395014780 0.7241161487 3.2730450837
## raceAsian_Pac_Islander   1.8575212580 0.9850294224 3.5028245305
## capital_loss_log         1.1638721595 1.1405503474 1.1876708527
## capital_gain_log         1.2281480256 1.2112504824 1.2452812979

Intercept (Beta_0): Using a chi-square test at the 95% confidence level, the coefficient of the intercept (Beta_0) is estimated at -7.498387, with a p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_0 is equal to 0. The confidence interval (CI) for Beta_0 is (-8.020812970, -6.97596079).

Age (Beta_1): Using a chi-square test at the 95% confidence level, the coefficient of the age variable (Beta_1) is estimated at 0.016518, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_1 is equal to 0.

With these results, there is evidence at the 95% confidence level that a 10-unit change in age corresponds to a 1.179607 factor increase in the odds of being high income by approximately 1.02, with a confidence interval between (1.1424937, 1.2179269).

Years of Education (Beta_2): Using a chi-square test at the 95% confidence level, the coefficient of the years_education variable (Beta_2) is estimated at 0.308309, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_2 is equal to 0.

With these results, there is evidence at the 95% confidence level that a 10-unit change in years of education corresponds to a substantial increase in the odds of being high income, with a 21.825787 factor increase of approximately 1.36, and a confidence interval between (18.25955, 26.08852).

Marital Status: Married (Beta_3): Using a chi-square test at the 95% confidence level, the coefficient of the marital_statusmarried variable (Beta_3) is estimated at 0.496526, with a final p-value of 0.00430. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_3 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a married individual making >50K are 1.643003 times greater than individuals who are divorced, with a confidence interval between (1.168419, 2.310352).

Not Married (Beta_4): Using a chi-square test at the 95% confidence level, the coefficient of the marital_statusnotmarried variable (Beta_4) is estimated at -0.586497, with a final p-value of 6.80e-12. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_4 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of an unmarried individual making >50K are 5.562727e-01 times lower than individuals who are divorced, with a confidence interval between (.4704704, .6577234).

Widowed (Beta_5): Using a chi-square test at the 95% confidence level, the coefficient of the marital_statuswidowed variable (Beta_5) is estimated at -0.194806, with a final p-value of 0.22970. Given the p-value is above our alpha threshold of 0.05, there is not sufficient evidence to reject the null hypothesis that Beta_5 is equal to 0.

Occupation: Clerical (Beta_6): Using a chi-square test at the 95% confidence level, the coefficient of the occupationclerical variable (Beta_6) is estimated at 0.908345, with a final p-value of 1.61e-10. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_6 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a clerical worker making >50K are 2.480215 times higher than those of an agricultural worker, with a confidence interval between (1.877497e+00, 3.276418e+00).

High Skill (Beta_7): Using a chi-square test at the 95% confidence level, the coefficient of the occupationhighskill variable (Beta_7) is estimated at 1.352085, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_7 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a high-skill worker making >50K are 3.865477 times higher than those of an agricultural worker, with a confidence interval between (3.010316, 4.963568).

Low Skill (Beta_8): Using a chi-square test at the 95% confidence level, the coefficient of the occupationlowskill variable (Beta_8) is estimated at -0.053504, with a final p-value of 0.72441. Given the p-value is above our alpha threshold of 0.05, there is not sufficient evidence to reject the null hypothesis that Beta_8 is equal to 0.

Mid Skill (Beta_9): Using a chi-square test at the 95% confidence level, the coefficient of the occupationmidskill variable (Beta_9) is estimated at 0.857840, with a final p-value of 3.55e-11. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_9 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a mid-skill worker making >50K are 2.358061 times higher than those of an agricultural worker, with a confidence interval between (1.829278, 3.039697).

Household Role: Husband (Beta_10): Using a chi-square test at the 95% confidence level, the coefficient of the household_rolehusband variable (Beta_10) is estimated at 2.275175, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_10 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a husband making >50K are 9.729618 times higher than those of a dependent, with a confidence interval between (6.434549, 14.71206).

Relative (Beta_11): Using a chi-square test at the 95% confidence level, the coefficient of the household_rolerelative variable (Beta_11) is estimated at 0.697999, with a final p-value of 0.00605. Given the p-value is below our alpha threshold of 0.05, there is sufficient evidence to reject the null hypothesis that Beta_11 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a relative within a family household making >50K are 2.009726 times higher than those of a dependent, with a confidence interval between (1.220959e+00, 3.308055e+00).

Single Occupant (Beta_12): Using a chi-square test at the 95% confidence level, the coefficient of the household_rolesingle_occ variable (Beta_12) is estimated at 0.989746, with a final p-value of 6.94e-09. Given the p-value is below our alpha threshold of 0.05, there is sufficient evidence to reject the null hypothesis that Beta_12 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a single-occupant making >50K are 27.83640 times higher than those of a dependent, with a confidence interval between (1.924844e+00, 3.760856e+00).

Tenant (Beta_13): Using a chi-square test at the 95% confidence level, the coefficient of the household_roletenant variable (Beta_13) is estimated at 1.271726, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is sufficient evidence to reject the null hypothesis that Beta_13 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a tenant making >50K are 3.567003 times higher than those of a dependent, with a confidence interval between (2.679115e+00, 4.749146e+00).

Wife (Beta_14): Using a chi-square test at the 95% confidence level, the coefficient of the household_rolewife variable (Beta_14) is estimated at 3.32634446, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is sufficient evidence to reject the null hypothesis that Beta_14 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a wife within the household making >50K are 27.84856 timeshigher than those of a dependent, with a confidence interval between (17.92502, 43.22814).

Gender: Male (Beta_15): Using a chi-square test at the 95% confidence level, the coefficient of the gendermale variable (Beta_15) is estimated at 0.870530, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is sufficient evidence to reject the null hypothesis that Beta_15 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a male making >50K are 2.388176 times higher than those of a female, with a confidence interval between (2.043648, 2.790788).

Race: Black (Beta_16): Using a chi-square test at the 95% confidence level, the coefficient of the raceblack variable (Beta_16) is estimated at 0.081020, with a final p-value of 0.53106. Given the p-value is above our alpha threshold of 0.05, there is not sufficient evidence to reject the null hypothesis that Beta_16 is equal to 0.

Native (Beta_17): Using a chi-square test at the 95% confidence level, the coefficient of the racenative variable (Beta_17) is estimated at -0.218989, with a final p-value of 0.38926. Given the p-value is above our alpha threshold of 0.05, there is not sufficient evidence to reject the null hypothesis that Beta_17 is equal to 0.

White (Beta_18): Using a chi-square test at the 95% confidence level, the coefficient of the racewhite variable (Beta_18) is estimated at 0.218540, with a final p-value of 0.04187. Given the p-value is below our alpha threshold of 0.05, there is some evidence to reject the null hypothesis that Beta_18 is equal to 0.

With these results, there is evidence at the 95% confidence level that the odds of a white individual making >50K are 1.244259 times higher than those of an asian individual, with a confidence interval between (1.008067, 1.535791).

Logged Capital Loss (Beta_19): Using a chi-square test at the 95% confidence level, the coefficient of the log_capital_loss variable (Beta_19) is estimated at 0.051903, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_19 is equal to 0.

With these results, there is evidence at the 95% confidence level that a 10-unit change in log_capital_loss corresponds to a 1.68040 factor increase in the odds of being high income, with a confidence interval between (1.045891, 1.060709).

Logged Capital Gain (Beta_20): Using a chi-square test at the 95% confidence level, the coefficient of the log_capital_gain variable (Beta_20) is estimated at 0.077103, with a final p-value of < 2e-16. Given the p-value is below our alpha threshold of 0.05, there is strong evidence to reject the null hypothesis that Beta_20 is equal to 0.

With these results, there is evidence at the 95% confidence level that a 10-unit change in log_capital_gain corresponds to a 2.161985 factor increase in the odds of being high income, with a confidence interval between (2.050229, 2.279832)

Objective 2: Predictive Models

Steven’s function for statistics

Generic Function to get all the statistics

# Example:

# print_model_metrics(model = generic_model, test_data = testing_set, response_var = "income", pos_value = "Over.50K", threshold = 0.28, model_title = "Simple GLM")

#

library(caret)

library(pROC)

 

print_model_metrics <-

  function(model,

           test_data,

           response_var,

           pos_value,

           threshold = 0.5,

           model_title = "Model Metrics") {

    # Ensure that the response variable is a factor with exactly two levels

    response_factor <-

      factor(test_data[[response_var]], levels = unique(test_data[[response_var]]))

   

    # Make sure we have exactly two levels

    if (length(levels(response_factor)) != 2) {

      stop("Response variable must have exactly two levels.")

    }

   

    # Make predictions and convert to factor with the specified positive value

    probabilities <- predict(model, test_data, type = "response")

    predicted_classes <-

      factor(ifelse(

        probabilities > threshold,

        levels(response_factor)[2],

        levels(response_factor)[1]

      ),

      levels = levels(response_factor))

   

    # Calculate the confusion matrix using caret, using pos_value to specify the positive class

    cm <-

      confusionMatrix(predicted_classes, response_factor, positive = pos_value)

   

    # Extract metrics from the confusion matrix

    accuracy <- cm$overall['Accuracy']

    sensitivity <- cm$byClass['Sensitivity']

    specificity <- cm$byClass['Specificity']

    prevalence <- cm$byClass['Prevalence']

    ppv <- cm$byClass['Pos Pred Value']

    npv <- cm$byClass['Neg Pred Value']

   

    # Calculate AUROC using pROC, ensuring numeric conversion accounts for positive class being '1'

    roc_obj <-

      roc(response = as.numeric(response_factor) - 1,

          predictor = probabilities)

    auroc <- auc(roc_obj)

   

    # Replace NA values with zero or another appropriate placeholder

    metrics_values <-

      c(accuracy,

        sensitivity,

        specificity,

        prevalence,

        ppv,

        npv,

        auroc)

    metrics_values[is.na(metrics_values)] <- 0

   

    # Compile the metrics into a data frame

    metrics <- data.frame(

      Metric = c(

        "Accuracy",

        "Sensitivity",

        "Specificity",

        "Prevalence",

        "PPV",

        "NPV",

        "AUROC"

      ),

      Value = metrics_values

    )

   

    # Prepare the caption with the threshold information

    aic_val <- AIC(model)

   

    full_caption <-

      sprintf("%s\nThreshold: %s\nAIC: %.2f",

              model_title,

              threshold,

              aic_val)

   

    # Print the metrics table using knitr

    knitr::kable(

      metrics,

      col.names = c("Metric", "Value"),

      format = "markdown",

      caption = full_caption,

    )

  }

Steven’s function call

print_model_metrics(model = full.model, test_data = testing_set_out, response_var = "income", pos_value = ">50K", threshold = 0.26, model_title = "Simple GLM")
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
Simple GLM Threshold: 0.26 AIC: 17227.17
Metric Value
Accuracy Accuracy 0.8157935
Sensitivity Sensitivity 0.8304562
Specificity Specificity 0.8109269
Prevalence Prevalence 0.2491934
Pos Pred Value PPV 0.5931308
Neg Pred Value NPV 0.9351109
AUROC 0.9049136

Steven’s plot function

Generic Function to plot metrix by threshold

set.seed(1234)
library(caret)

library(pROC)

library(ggplot2)

 

# Example

# plot_model_metrics_by_threshold(model = {your_model}, test_data = {your_test_set}, response_var = "income", pos_value = {"Greater.50K"})

 

plot_model_metrics_by_threshold <-

  function(model,

           test_data,

           response_var,

           pos_value,

           thresholds = seq(0.1, 0.9, by = 0.05),

           model_title = "Model Metrics by Threshold") {

    # Ensure the response variable is a factor with exactly two levels

    response_factor <-

      factor(test_data[[response_var]], levels = unique(test_data[[response_var]]))

   

    # Make sure we have exactly two levels

    if (length(levels(response_factor)) != 2) {

      stop("Response variable must have exactly two levels.")

    }

   

    # Prepare to collect metrics

    results <-

      data.frame(

        Threshold = numeric(0),

        Accuracy = numeric(0),

        Sensitivity = numeric(0),

        Specificity = numeric(0),

        Prevalence = numeric(0),

        PPV = numeric(0),

        NPV = numeric(0)

      )

   

    # Loop over each threshold

    for (threshold in thresholds) {

      # Make predictions and convert to factor with the specified positive value

      probabilities <- predict(model, test_data, type = "response")

      predicted_classes <-

        factor(

          ifelse(

            probabilities > threshold,

            pos_value,

            levels(response_factor)[levels(response_factor) != pos_value]

          ),

          levels = levels(response_factor)

        )

     

      # Calculate the confusion matrix using caret

      cm <-

        confusionMatrix(predicted_classes, response_factor, positive = pos_value)

     

      # Store metrics

      results <- rbind(

        results,

        data.frame(

          Threshold = threshold,

          Accuracy = cm$overall['Accuracy'],

          Sensitivity = cm$byClass['Sensitivity'],

          Specificity = cm$byClass['Specificity'],

          Prevalence <- cm$byClass['Prevalence'],

          PPV = cm$byClass['Pos Pred Value'],

          NPV = cm$byClass['Neg Pred Value']

        )

      )

    }

   

    # Melt results for plotting

    results_long <-

      reshape2::melt(results, id.vars = 'Threshold', variable.name = 'Metric')

   

    # Plot results

    plot <-

      ggplot(results_long, aes(x = Threshold, y = value, color = Metric)) +

      geom_line() +

      labs(title = model_title, x = "Threshold", y = "Metric Value") +

      scale_color_manual(

        values = c(

          "Accuracy" = "blue",

          "Sensitivity" = "red",

          "Specificity" = "green",

          "Prevalence" = "purple",

          "PPV" = "orange",

          "NPV" = "brown"

        )

      ) +

      scale_y_continuous(limits = c(0, 1)) +

      ggtitle(paste("Metrics for Various Thresholds -", model_title))

   

    # Return the plot

    return(plot)

  }
plot_model_metrics_by_threshold(model =full.model, test_data = testing_set_out, response_var = "income", pos_value = ">50K")

Complex Models with Interactions and Polynomials

Complex: Poly Squared

\[ \hat{Y}_{\text{income}} = \beta_0 \\ + \beta_{1} \text{marital_status} \\ + \beta_{2} \text{household_role} \\ + \beta_{3} \text{occupation}\\ + \beta_4 \text{years_education} \\ + \beta_5 \text{age} + \beta_6 \text{age}^2 \\ + \beta_7 \text{hours_per_week} + \beta_8 \text{hours_per_week}^2 \\ + \beta_9 \text{capital_gain_log} + \beta_{10} \text{capital_gain_log}^2 \\ + \beta_{11} \text{capital_loss_log} + \beta_{12} \text{capital_loss_log}^2 \\ \]

model_formula <- as.formula("income ~ poly(age,2)  +
                                      poly(years_education,2) +
                                      poly(hours_per_week,2) +
                                      poly(capital_gain_log,2) +
                                      poly(capital_loss_log,2) +
                                      marital_status_num +
                                      household_role_num +
                                      occupation_num")


poly.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(poly.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                             Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                  0.62506    0.11051   5.656 1.55e-08 ***
## poly(age, 2)1               79.98704    4.24033  18.863  < 2e-16 ***
## poly(age, 2)2              -87.09251    4.82640 -18.045  < 2e-16 ***
## poly(years_education, 2)1  131.15633    4.05644  32.333  < 2e-16 ***
## poly(years_education, 2)2    6.01310    4.10787   1.464   0.1432    
## poly(hours_per_week, 2)1    55.43791    4.08927  13.557  < 2e-16 ***
## poly(hours_per_week, 2)2   -28.45053    3.66390  -7.765 8.16e-15 ***
## poly(capital_gain_log, 2)1 165.11045    6.54476  25.228  < 2e-16 ***
## poly(capital_gain_log, 2)2 224.08600   11.06536  20.251  < 2e-16 ***
## poly(capital_loss_log, 2)1  35.54709    2.71729  13.082  < 2e-16 ***
## poly(capital_loss_log, 2)2  31.52636    3.70030   8.520  < 2e-16 ***
## marital_status_num          -0.06609    0.03649  -1.811   0.0701 .  
## household_role_num          -0.84908    0.01931 -43.974  < 2e-16 ***
## occupation_num              -0.08631    0.01728  -4.994 5.91e-07 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 17095  on 26036  degrees of freedom
## AIC: 17123
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(poly.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(model = poly.fit, test_data = testing_set_LR,
                                response_var = "income",
                                pos_value = "1",
                                model_title = "Simple Fit with Polynomial ^2")

poly2 <- print_model_metrics(model = poly.fit, 
                             test_data = testing_set_LR, 
                             response_var = "income", 
                             pos_value = "1", 
                             threshold = 0.267, 
                             model_title = "Simple Fit with Polynomial ^2")
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(poly2)
## 
## 
## Table: Simple Fit with Polynomial ^2
## Threshold: 0.267
## AIC: 17122.78
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.8069717|
## |Sensitivity    |Sensitivity | 0.8289141|
## |Specificity    |Specificity | 0.7999188|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5711179|
## |Neg Pred Value |NPV         | 0.9356753|
## |               |AUROC       | 0.9020507|

Complex: Poly Cubed

\[ \hat{Y}_{\text{income}} = \beta_0 \\ + \beta_{1} \text{marital_status} \\ + \beta_{2} \text{household_role} \\ + \beta_{3} \text{occupation}\\ + \beta_4 \text{years_education} \\ + \beta_5 \text{age} + \beta_6 \text{age}^3 \\ + \beta_7 \text{hours_per_week} + \beta_8 \text{hours_per_week}^3 \\ + \beta_9 \text{capital_gain_log} + \beta_{10} \text{capital_gain_log}^3 \\ + \beta_{11} \text{capital_loss_log} + \beta_{12} \text{capital_loss_log} \\ \]

model_formula3 <- as.formula("income ~ poly(age,3)  +
                                      poly(years_education,3) +
                                      poly(hours_per_week,3) +
                                      poly(capital_gain_log,3) +
                                      capital_loss_log +
                                      marital_status_num +
                                      household_role_num +
                                      occupation_num")


poly3.fit <- glm(model_formula3, data = training_set_LR, family = "binomial")
summary(poly3.fit)
## 
## Call:
## glm(formula = model_formula3, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                             Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                  0.39918    0.11197   3.565 0.000364 ***
## poly(age, 3)1               96.98297    5.52301  17.560  < 2e-16 ***
## poly(age, 3)2              -92.87314    5.01600 -18.515  < 2e-16 ***
## poly(age, 3)3               23.72988    4.76139   4.984 6.23e-07 ***
## poly(years_education, 3)1  128.28773    4.06701  31.543  < 2e-16 ***
## poly(years_education, 3)2    7.22034    4.27434   1.689 0.091175 .  
## poly(years_education, 3)3   -0.18318    3.64841  -0.050 0.959957    
## poly(hours_per_week, 3)1    52.10159    4.06692  12.811  < 2e-16 ***
## poly(hours_per_week, 3)2   -24.17059    3.75039  -6.445 1.16e-10 ***
## poly(hours_per_week, 3)3   -10.93451    3.25761  -3.357 0.000789 ***
## poly(capital_gain_log, 3)1 110.39230    7.81136  14.132  < 2e-16 ***
## poly(capital_gain_log, 3)2 140.51804   11.78670  11.922  < 2e-16 ***
## poly(capital_gain_log, 3)3 -86.68426   12.26486  -7.068 1.58e-12 ***
## capital_loss_log             0.14847    0.01010  14.707  < 2e-16 ***
## marital_status_num          -0.05236    0.03623  -1.445 0.148428    
## household_role_num          -0.83787    0.01923 -43.564  < 2e-16 ***
## occupation_num              -0.08674    0.01732  -5.007 5.52e-07 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 17116  on 26033  degrees of freedom
## AIC: 17150
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(poly3.fit)

par(mfrow=c(1,1))


plot_model_metrics_by_threshold(
  model = poly3.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Simple Fit with Polynomial ^3"
)

poly3 <-
  print_model_metrics(
    model = poly3.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Simple Fit with Polynomial Cubed"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(poly3)
## 
## 
## Table: Simple Fit with Polynomial Cubed
## Threshold: 0.267
## AIC: 17150.40
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.8029791|
## |Sensitivity    |Sensitivity | 0.8270202|
## |Specificity    |Specificity | 0.7952516|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5648987|
## |Neg Pred Value |NPV         | 0.9346530|
## |               |AUROC       | 0.9021602|

Interactions between AgeGender and Hours_per_Week Race

\[ \hat{Y}_{\text{income}} = \beta_0 \\ + \beta_1 \text{age} + \beta_2 \text{gender} + \beta_3 \text{hours_per_week}\\ + \beta_4 \text{years_education}+ \beta_5 \text{marital_status} \\ + \beta_6 \text{capital_gain_log} + \beta_{7} \text{capital_loss_log}\\ + \beta_{8} \text{household_role} + \beta_{9} \text{occupation} \\ + \beta_{10} (\text{age} \times \text{gender}) + \beta_{11} (\text{years_education} \\ + \beta_{12} (\text{hours_per_week} \times \text{race}) \\ \]

model_formula <- as.formula("income ~ age * gender_num  +
                                      hours_per_week * race_num +
                                      years_education +
                                      capital_gain_log +
                                      capital_loss_log +
                                      household_role_num +
                                      marital_status_num +
                                      occupation_num")

complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                           Estimate Std. Error z value Pr(>|z|)    
## (Intercept)             -3.7286439  0.4231894  -8.811  < 2e-16 ***
## age                      0.0190514  0.0065386   2.914  0.00357 ** 
## gender_num              -0.1338344  0.1588156  -0.843  0.39939    
## hours_per_week           0.0193465  0.0060982   3.173  0.00151 ** 
## race_num                -0.2106693  0.1213555  -1.736  0.08257 .  
## years_education          0.3363655  0.0084214  39.942  < 2e-16 ***
## capital_gain_log         0.1992702  0.0068839  28.947  < 2e-16 ***
## capital_loss_log         0.1513372  0.0099559  15.201  < 2e-16 ***
## household_role_num      -0.8588589  0.0222545 -38.593  < 2e-16 ***
## marital_status_num      -0.2104452  0.0332061  -6.338 2.33e-10 ***
## occupation_num          -0.0916370  0.0166034  -5.519 3.41e-08 ***
## age:gender_num           0.0007675  0.0035957   0.213  0.83097    
## hours_per_week:race_num  0.0037267  0.0027283   1.366  0.17196    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 18587  on 26037  degrees of freedom
## AIC: 18613
## 
## Number of Fisher Scoring iterations: 6
formula(complex.fit)
## income ~ age * gender_num + hours_per_week * race_num + years_education + 
##     capital_gain_log + capital_loss_log + household_role_num + 
##     marital_status_num + occupation_num
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interactions)"
)

compleX <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Interactions:(Hours_per_week* Race)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(complex)
## function (length.out = 0L, real = numeric(), imaginary = numeric(), 
##     modulus = 1, argument = 0) 
## {
##     if (missing(modulus) && missing(argument)) {
##         .Internal(complex(length.out, real, imaginary))
##     }
##     else {
##         n <- max(length.out, length(argument), length(modulus))
##         rep_len(modulus, n) * exp((0+1i) * rep_len(argument, 
##             n))
##     }
## }
## <bytecode: 0x000001fb9cc27e40>
## <environment: namespace:base>

Complex: Poly numericals with interactions age*gender, marital_status(hour and years education)

model_formula <- as.formula("income ~ poly(age,2)*gender_num +
                                      poly(years_education,2) * marital_status_num +
                                      poly(hours_per_week,2) * marital_status_num +
                                      poly(capital_gain_log,2) +
                                      poly(capital_loss_log,2) +
                                      household_role_num +
                                      occupation_num")

complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                                                Estimate Std. Error z value
## (Intercept)                                     0.79702    0.18918   4.213
## poly(age, 2)1                                  36.17184   18.62002   1.943
## poly(age, 2)2                                -123.78007   23.82016  -5.196
## gender_num                                     -0.14252    0.07060  -2.019
## poly(years_education, 2)1                     179.90712   16.60446  10.835
## poly(years_education, 2)2                     -30.73809   16.91262  -1.817
## marital_status_num                             -0.01297    0.04410  -0.294
## poly(hours_per_week, 2)1                       52.85092   16.18969   3.264
## poly(hours_per_week, 2)2                       -3.28142   15.98982  -0.205
## poly(capital_gain_log, 2)1                    165.13669    6.53199  25.281
## poly(capital_gain_log, 2)2                    224.22126   11.03726  20.315
## poly(capital_loss_log, 2)1                     35.49121    2.72563  13.021
## poly(capital_loss_log, 2)2                     32.97319    3.79609   8.686
## household_role_num                             -0.88242    0.02458 -35.905
## occupation_num                                 -0.07990    0.01745  -4.578
## poly(age, 2)1:gender_num                       23.96808   10.16080   2.359
## poly(age, 2)2:gender_num                       19.56867   12.69974   1.541
## poly(years_education, 2)1:marital_status_num  -23.83973    7.71879  -3.089
## poly(years_education, 2)2:marital_status_num   17.85435    7.81782   2.284
## marital_status_num:poly(hours_per_week, 2)1     2.21349    7.73001   0.286
## marital_status_num:poly(hours_per_week, 2)2   -12.75057    7.71690  -1.652
##                                              Pr(>|z|)    
## (Intercept)                                  2.52e-05 ***
## poly(age, 2)1                                 0.05206 .  
## poly(age, 2)2                                2.03e-07 ***
## gender_num                                    0.04351 *  
## poly(years_education, 2)1                     < 2e-16 ***
## poly(years_education, 2)2                     0.06915 .  
## marital_status_num                            0.76862    
## poly(hours_per_week, 2)1                      0.00110 ** 
## poly(hours_per_week, 2)2                      0.83740    
## poly(capital_gain_log, 2)1                    < 2e-16 ***
## poly(capital_gain_log, 2)2                    < 2e-16 ***
## poly(capital_loss_log, 2)1                    < 2e-16 ***
## poly(capital_loss_log, 2)2                    < 2e-16 ***
## household_role_num                            < 2e-16 ***
## occupation_num                               4.70e-06 ***
## poly(age, 2)1:gender_num                      0.01833 *  
## poly(age, 2)2:gender_num                      0.12335    
## poly(years_education, 2)1:marital_status_num  0.00201 ** 
## poly(years_education, 2)2:marital_status_num  0.02238 *  
## marital_status_num:poly(hours_per_week, 2)1   0.77461    
## marital_status_num:poly(hours_per_week, 2)2   0.09848 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 17068  on 26029  degrees of freedom
## AIC: 17110
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interactions with poly)"
)

poly.mixed <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Complex (poly w/interactions)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(poly.mixed)
## 
## 
## Table: Complex (poly w/interactions)
## Threshold: 0.267
## AIC: 17110.38
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.8085074|
## |Sensitivity    |Sensitivity | 0.8333333|
## |Specificity    |Specificity | 0.8005276|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5731654|
## |Neg Pred Value |NPV         | 0.9372773|
## |               |AUROC       | 0.9028149|

Complex Model interaction Native Region

# Using Native Country as interaction except for capital_gain_log and capital_loss_log which is using invested
model_formula <- as.formula("income ~ age * native_region_num + 
                                      years_education * native_region_num + 
                                      hours_per_week * native_region_num +
                                      capital_gain_log * native_region_num +
                                      capital_loss_log * native_region_num +
                                      marital_status_num + 
                                      household_role_num + 
                                      occupation_num")


complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                                      Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                        -3.0813249  0.8060151  -3.823 0.000132 ***
## age                                 0.0216133  0.0100279   2.155 0.031138 *  
## native_region_num                  -0.3522223  0.2034748  -1.731 0.083445 .  
## years_education                     0.2404679  0.0414374   5.803 6.51e-09 ***
## hours_per_week                      0.0174820  0.0101493   1.722 0.084982 .  
## capital_gain_log                    0.1817072  0.0455101   3.993 6.53e-05 ***
## capital_loss_log                    0.1237518  0.0618507   2.001 0.045412 *  
## marital_status_num                 -0.2111590  0.0332197  -6.356 2.06e-10 ***
## household_role_num                 -0.8378151  0.0179476 -46.681  < 2e-16 ***
## occupation_num                     -0.0942614  0.0164810  -5.719 1.07e-08 ***
## age:native_region_num              -0.0002785  0.0025458  -0.109 0.912896    
## native_region_num:years_education   0.0250256  0.0106653   2.346 0.018953 *  
## native_region_num:hours_per_week    0.0024466  0.0025856   0.946 0.344023    
## native_region_num:capital_gain_log  0.0045493  0.0115818   0.393 0.694469    
## native_region_num:capital_loss_log  0.0071856  0.0157401   0.457 0.648020    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 18587  on 26035  degrees of freedom
## AIC: 18617
## 
## Number of Fisher Scoring iterations: 6
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interaction Native Region)"
)

complex <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Complex (Interaction Occupation)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(complex)
## 
## 
## Table: Complex (Interaction Occupation)
## Threshold: 0.267
## AIC: 18617.05
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.7994472|
## |Sensitivity    |Sensitivity | 0.8175505|
## |Specificity    |Specificity | 0.7936282|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5601211|
## |Neg Pred Value |NPV         | 0.9311905|
## |               |AUROC       | 0.8869810|

Complex Model interaction Native Region with Poly

# Using Native Country as interaction except for capital_gain_log and capital_loss_log which is using invested
model_formula <- as.formula("income ~ age * native_region_num + 
                                      years_education * native_region_num + 
                                      marital_status_num + 
                                      household_role_num + 
                                      hours_per_week +
                                      occupation_num +
                                      poly(capital_gain_log,2) * native_region_num +
                                      poly(capital_loss_log,2) * native_region_num")


complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                                                Estimate Std. Error z value
## (Intercept)                                  -2.866e+00  7.022e-01  -4.082
## age                                           2.040e-02  1.048e-02   1.946
## native_region_num                            -2.714e-01  1.745e-01  -1.555
## years_education                               2.431e-01  4.312e-02   5.639
## marital_status_num                           -2.257e-01  3.577e-02  -6.311
## household_role_num                           -8.742e-01  1.904e-02 -45.910
## hours_per_week                                2.616e-02  1.662e-03  15.740
## occupation_num                               -8.900e-02  1.690e-02  -5.265
## poly(capital_gain_log, 2)1                    2.861e+02  5.776e+01   4.953
## poly(capital_gain_log, 2)2                    4.484e+02  9.475e+01   4.732
## poly(capital_loss_log, 2)1                    2.687e+01  1.724e+01   1.559
## poly(capital_loss_log, 2)2                    6.055e+01  1.983e+01   3.054
## age:native_region_num                        -5.952e-05  2.657e-03  -0.022
## native_region_num:years_education             2.229e-02  1.108e-02   2.012
## native_region_num:poly(capital_gain_log, 2)1 -3.125e+01  1.444e+01  -2.164
## native_region_num:poly(capital_gain_log, 2)2 -5.790e+01  2.374e+01  -2.439
## native_region_num:poly(capital_loss_log, 2)1  2.410e+00  4.371e+00   0.551
## native_region_num:poly(capital_loss_log, 2)2 -8.592e+00  4.969e+00  -1.729
##                                              Pr(>|z|)    
## (Intercept)                                  4.47e-05 ***
## age                                           0.05161 .  
## native_region_num                             0.11995    
## years_education                              1.71e-08 ***
## marital_status_num                           2.78e-10 ***
## household_role_num                            < 2e-16 ***
## hours_per_week                                < 2e-16 ***
## occupation_num                               1.40e-07 ***
## poly(capital_gain_log, 2)1                   7.30e-07 ***
## poly(capital_gain_log, 2)2                   2.22e-06 ***
## poly(capital_loss_log, 2)1                    0.11906    
## poly(capital_loss_log, 2)2                    0.00226 ** 
## age:native_region_num                         0.98213    
## native_region_num:years_education             0.04420 *  
## native_region_num:poly(capital_gain_log, 2)1  0.03044 *  
## native_region_num:poly(capital_gain_log, 2)2  0.01471 *  
## native_region_num:poly(capital_loss_log, 2)1  0.58140    
## native_region_num:poly(capital_loss_log, 2)2  0.08382 .  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 17585  on 26032  degrees of freedom
## AIC: 17621
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interaction Native Region with poly^2)"
)

complex <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Complex (Interaction Native Region with poly^2)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(complex)
## 
## 
## Table: Complex (Interaction Native Region with poly^2)
## Threshold: 0.267
## AIC: 17620.83
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.8083538|
## |Sensitivity    |Sensitivity | 0.8263889|
## |Specificity    |Specificity | 0.8025568|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5736196|
## |Neg Pred Value |NPV         | 0.9349882|
## |               |AUROC       | 0.8974720|

Complex Model interaction Race

# Using Race as interaction except for capital_gain_log and capital_loss_log which is using invested
model_formula <- as.formula("income ~ age * race_num + 
                                      years_education * race_num + 
                                      marital_status_num * race_num + 
                                      household_role_num * race_num + 
                                      hours_per_week +
                                      poly(capital_gain_log, 2)+
                                      poly(capital_loss_log, 2)")


complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                               Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                  -4.952107   0.549741  -9.008  < 2e-16 ***
## age                           0.025775   0.006274   4.108 3.98e-05 ***
## race_num                      0.239759   0.241713   0.992    0.321    
## years_education               0.379231   0.029223  12.977  < 2e-16 ***
## marital_status_num           -0.157800   0.139700  -1.130    0.259    
## household_role_num           -0.949396   0.065195 -14.562  < 2e-16 ***
## hours_per_week                0.027063   0.001651  16.390  < 2e-16 ***
## poly(capital_gain_log, 2)1  163.411208   6.544402  24.970  < 2e-16 ***
## poly(capital_gain_log, 2)2  221.776699  10.975828  20.206  < 2e-16 ***
## poly(capital_loss_log, 2)1   36.189260   2.670990  13.549  < 2e-16 ***
## poly(capital_loss_log, 2)2   27.579139   3.742339   7.369 1.71e-13 ***
## age:race_num                 -0.002523   0.002816  -0.896    0.370    
## race_num:years_education     -0.017463   0.012716  -1.373    0.170    
## race_num:marital_status_num  -0.030278   0.061685  -0.491    0.624    
## race_num:household_role_num   0.039380   0.027911   1.411    0.158    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 17620  on 26035  degrees of freedom
## AIC: 17650
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interaction Race)"
)

complex <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Complex (Interaction Race)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(complex)
## 
## 
## Table: Complex (Interaction Race)
## Threshold: 0.267
## AIC: 17650.04
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.8029791|
## |Sensitivity    |Sensitivity | 0.8301768|
## |Specificity    |Specificity | 0.7942370|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5646200|
## |Neg Pred Value |NPV         | 0.9356921|
## |               |AUROC       | 0.8967578|

Complex Model interaction Occupation

\[ \hat{Y}_{\text{income}} = \beta_0 + (\beta_1 \times \text{age} \times \text{occupation}) + (\beta_2 \times \text{years_education} \times \text{occupation}) + (\beta_3 \times \text{marital_status} \times \text{occupation}) + (\beta_4 \times \text{household_role} \times \text{occupation}) + (\beta_5 \times \text{hours_per_week} \times \text{occupation}) \\ + (\beta_6 \times \text{capital_gain_log} \times \text{occupation}) + (\beta_7 \times \text{capital_loss_log} \times \text{occupation}) \]

# Using Race as interaction except for capital_gain_log and capital_loss_log which is using invested
model_formula <- as.formula("income ~ (age * occupation_num +
                                      years_education +
                                      hours_per_week * occupation_num +
                                      poly(capital_gain_log, 2)+
                                      poly(capital_loss_log, 2))")


complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                                 Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                    -7.107075   0.293800 -24.190  < 2e-16 ***
## age                             0.036934   0.004083   9.046  < 2e-16 ***
## occupation_num                 -0.248103   0.074809  -3.316 0.000912 ***
## years_education                 0.323437   0.007998  40.438  < 2e-16 ***
## hours_per_week                  0.025987   0.004159   6.248 4.15e-10 ***
## poly(capital_gain_log, 2)1    167.420136   6.272924  26.689  < 2e-16 ***
## poly(capital_gain_log, 2)2    212.615269  10.497673  20.254  < 2e-16 ***
## poly(capital_loss_log, 2)1     41.450654   2.413631  17.174  < 2e-16 ***
## poly(capital_loss_log, 2)2     24.829645   3.419501   7.261 3.84e-13 ***
## age:occupation_num              0.001703   0.001081   1.575 0.115223    
## occupation_num:hours_per_week   0.004363   0.001128   3.866 0.000111 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 20858  on 26039  degrees of freedom
## AIC: 20880
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interaction Occupation)"
)

complex <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Complex (Interaction Occupation)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(complex)
## 
## 
## Table: Complex (Interaction Occupation)
## Threshold: 0.267
## AIC: 20879.64
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.7820946|
## |Sensitivity    |Sensitivity | 0.6862374|
## |Specificity    |Specificity | 0.8129058|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5410652|
## |Neg Pred Value |NPV         | 0.8896291|
## |               |AUROC       | 0.8431840|

Complex Model interaction Household Role

model_formula <- as.formula("income ~ (age +
                                      years_education +
                                      marital_status_num +
                                      hours_per_week +
                                      capital_gain_log +
                                      capital_loss_log) * household_role_num")


complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                                        Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                           -3.390042   0.474232  -7.148 8.77e-13 ***
## age                                    0.013299   0.002884   4.611 4.00e-06 ***
## years_education                        0.344671   0.015311  22.512  < 2e-16 ***
## marital_status_num                    -0.628840   0.183475  -3.427 0.000609 ***
## hours_per_week                         0.020920   0.002982   7.015 2.30e-12 ***
## capital_gain_log                       0.129349   0.012391  10.439  < 2e-16 ***
## capital_loss_log                       0.133400   0.018989   7.025 2.14e-12 ***
## household_role_num                    -1.492908   0.181668  -8.218  < 2e-16 ***
## age:household_role_num                 0.004082   0.001395   2.926 0.003432 ** 
## years_education:household_role_num     0.001374   0.007943   0.173 0.862707    
## marital_status_num:household_role_num  0.131390   0.055086   2.385 0.017071 *  
## hours_per_week:household_role_num      0.003892   0.001448   2.687 0.007207 ** 
## capital_gain_log:household_role_num    0.037282   0.005605   6.652 2.90e-11 ***
## capital_loss_log:household_role_num    0.010855   0.009361   1.160 0.246222    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 18567  on 26036  degrees of freedom
## AIC: 18595
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interaction Household Role)"
)

complex <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Complex (Interaction Household Role)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(complex)
## 
## 
## Table: Complex (Interaction Household Role)
## Threshold: 0.267
## AIC: 18594.90
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.7919226|
## |Sensitivity    |Sensitivity | 0.8428030|
## |Specificity    |Specificity | 0.7755682|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5469070|
## |Neg Pred Value |NPV         | 0.9388357|
## |               |AUROC       | 0.8883234|

Complex Model interaction Household Role with poly

model_formula <- as.formula("income ~ (age +
                                    years_education +
                                    hours_per_week +
                                    poly(capital_gain_log, 2)+
                                    poly(capital_loss_log, 2)) * household_role_num")


complex.fit <- glm(model_formula, data = training_set_LR, family = "binomial")
summary(complex.fit)
## 
## Call:
## glm(formula = model_formula, family = "binomial", data = training_set_LR)
## 
## Coefficients:
##                                                 Estimate Std. Error z value
## (Intercept)                                    -3.977761   0.267292 -14.882
## age                                             0.011150   0.003000   3.717
## years_education                                 0.328024   0.015813  20.744
## hours_per_week                                  0.018934   0.003084   6.140
## poly(capital_gain_log, 2)1                    174.748578  12.266332  14.246
## poly(capital_gain_log, 2)2                    247.691043  19.386861  12.776
## poly(capital_loss_log, 2)1                     34.280589   5.164713   6.637
## poly(capital_loss_log, 2)2                     26.633920   8.393745   3.173
## household_role_num                             -1.370562   0.131753 -10.403
## age:household_role_num                          0.005790   0.001470   3.937
## years_education:household_role_num              0.004108   0.008338   0.493
## hours_per_week:household_role_num               0.004836   0.001527   3.168
## poly(capital_gain_log, 2)1:household_role_num  -4.107000   4.283546  -0.959
## poly(capital_gain_log, 2)2:household_role_num -11.837259   7.302662  -1.621
## poly(capital_loss_log, 2)1:household_role_num   1.130830   2.680793   0.422
## poly(capital_loss_log, 2)2:household_role_num   0.027641   2.886015   0.010
##                                               Pr(>|z|)    
## (Intercept)                                    < 2e-16 ***
## age                                           0.000202 ***
## years_education                                < 2e-16 ***
## hours_per_week                                8.24e-10 ***
## poly(capital_gain_log, 2)1                     < 2e-16 ***
## poly(capital_gain_log, 2)2                     < 2e-16 ***
## poly(capital_loss_log, 2)1                    3.19e-11 ***
## poly(capital_loss_log, 2)2                    0.001508 ** 
## household_role_num                             < 2e-16 ***
## age:household_role_num                        8.24e-05 ***
## years_education:household_role_num            0.622245    
## hours_per_week:household_role_num             0.001537 ** 
## poly(capital_gain_log, 2)1:household_role_num 0.337667    
## poly(capital_gain_log, 2)2:household_role_num 0.105028    
## poly(capital_loss_log, 2)1:household_role_num 0.673152    
## poly(capital_loss_log, 2)2:household_role_num 0.992358    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 17640  on 26034  degrees of freedom
## AIC: 17672
## 
## Number of Fisher Scoring iterations: 7
par(mfrow=c(2,2))
plot(complex.fit)

par(mfrow=c(1,1))

plot_model_metrics_by_threshold(
  model = complex.fit,
  test_data = testing_set_LR,
  response_var = "income",
  pos_value = "1",
  model_title = "Complex (Interaction Household Role and polynomial)"
)

complex6 <-
  print_model_metrics(
    model = complex.fit,
    test_data = testing_set_LR,
    response_var = "income",
    pos_value = "1",
    threshold = 0.267,
    model_title = "Complex (Interaction Household Role and polynomial)"
  )
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
print(complex6)
## 
## 
## Table: Complex (Interaction Household Role and polynomial)
## Threshold: 0.267
## AIC: 17671.66
## 
## |               |Metric      |     Value|
## |:--------------|:-----------|---------:|
## |Accuracy       |Accuracy    | 0.7994472|
## |Sensitivity    |Sensitivity | 0.8383838|
## |Specificity    |Specificity | 0.7869318|
## |Prevalence     |Prevalence  | 0.2432432|
## |Pos Pred Value |PPV         | 0.5584525|
## |Neg Pred Value |NPV         | 0.9380745|
## |               |AUROC       | 0.8960806|

Objective two Models part 2

Test with interactions added on suspected variables with higher multicollinearity using the One-Hot_encoded data. Some interaction showed significance, but the model performed equal to model 3 above.

################## glm test with influential outliers removed ##############################
cat("\n\n----------------interactions--------------\n\n")
## 
## 
## ----------------interactions--------------
interactions_formula <- as.formula(income ~ +age + workclass_num + education_level_num + years_education + marital_status_num+ 
                              occupation_num + household_role_num + race_num + gender_num + capital_gain_log + capital_loss_log +  hours_per_week +
                                native_region_num + capital_gain_log:capital_loss_log + 
                               education_level_num:years_education +workclass_num:occupation_num)
interactions_formula
## income ~ +age + workclass_num + education_level_num + years_education + 
##     marital_status_num + occupation_num + household_role_num + 
##     race_num + gender_num + capital_gain_log + capital_loss_log + 
##     hours_per_week + native_region_num + capital_gain_log:capital_loss_log + 
##     education_level_num:years_education + workclass_num:occupation_num
interactions_formula2 <- as.formula(income ~ +age + workclass_num + similar_pop_count + education_level_num + years_education + marital_status_num+ 
                              occupation_num + household_role_num + race_num + gender_num + capital_gain + capital_loss +  hours_per_week +
                                native_region_num + invested_num + capital_gain:capital_loss + 
                               education_level_num:years_education +workclass_num:occupation_num)

# Fit a logistic regression model
model6 <- glm(interactions_formula, data = training_set_LR, family = binomial)

# Confidence interval
# confint(model3)

# Summarize the final selected model
summary(model6)
## 
## Call:
## glm(formula = interactions_formula, family = binomial, data = training_set_LR)
## 
## Coefficients:
##                                       Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                         -2.6414134  0.3660397  -7.216 5.35e-13 ***
## age                                  0.0224867  0.0015816  14.218  < 2e-16 ***
## workclass_num                       -0.3376674  0.0358582  -9.417  < 2e-16 ***
## education_level_num                  0.0227006  0.0527910   0.430   0.6672    
## years_education                      0.3333134  0.0200845  16.596  < 2e-16 ***
## marital_status_num                  -0.2040444  0.0333119  -6.125 9.05e-10 ***
## occupation_num                      -0.4746475  0.0450867 -10.527  < 2e-16 ***
## household_role_num                  -0.8647059  0.0223604 -38.671  < 2e-16 ***
## race_num                            -0.0518539  0.0320103  -1.620   0.1053    
## gender_num                          -0.1036843  0.0579356  -1.790   0.0735 .  
## capital_gain_log                     0.2005975  0.0069272  28.958  < 2e-16 ***
## capital_loss_log                     0.1516110  0.0099767  15.197  < 2e-16 ***
## hours_per_week                       0.0273096  0.0016530  16.521  < 2e-16 ***
## native_region_num                    0.0180578  0.0311560   0.580   0.5622    
## capital_gain_log:capital_loss_log   -0.2709513  3.8179239  -0.071   0.9434    
## education_level_num:years_education -0.0009126  0.0044164  -0.207   0.8363    
## workclass_num:occupation_num         0.0802809  0.0089069   9.013  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 28723  on 26049  degrees of freedom
## Residual deviance: 18495  on 26033  degrees of freedom
## AIC: 18529
## 
## Number of Fisher Scoring iterations: 9
# Check for multicollinearity
# vif(model6) 

# Perform Hosmer-Lemeshow goodness of fit test
# Note: A p-value less than 0.05 typically suggests that the model does not fit the data well.
hoslem.test(training_set_LR$income, fitted(model6))
## 
##  Hosmer and Lemeshow goodness of fit (GOF) test
## 
## data:  training_set_LR$income, fitted(model6)
## X-squared = 50.812, df = 8, p-value = 2.852e-08
# Make predictions
probabilities <- model6 %>% predict(testing_set_LR, type = "response")
predicted.classes <- ifelse(probabilities > 0.28, "1", "0")

# Model accuracy
accuracy <- mean(predicted.classes==testing_set_LR$income)

# confusion matrix 
tb <- table(predicted.classes, testing_set_LR$income)
tb
##                  
## predicted.classes    0    1
##                 0 3971  316
##                 1  957 1268
# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb[2, 2] / (tb[2, 2] + tb[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb[1, 1] / (tb[1, 1] + tb[2, 1])

# Calculate Prevalence
prevalence <- (tb[1, 2] + tb[2, 2]) / sum(tb)

# Calculate PPV (Positive Predictive Value)
ppv <- tb[2, 2] / (tb[2, 2] + tb[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb[1, 1] / (tb[1, 1] + tb[1, 2])

# Calculate AUROC
roc_obj <- roc(testing_set_LR$income, probabilities)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy, "\n")
## accuracy: 0.8045147
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8005051
cat("Specificity:", specificity, "\n")
## Specificity: 0.8058036
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2432432
cat("PPV:", ppv, "\n")
## PPV: 0.5698876
cat("NPV:", npv, "\n")
## NPV: 0.9262888
cat("AUROC:", auroc, "\n")
## AUROC: 0.8880226

lda full

library(caret)
# change the income value names to work with glmnet (greater than sign will not run)
training_set2 <- training_set
training_set2$income <- gsub('<=50K', 'less_than_50K', training_set2$income)
training_set2$income <- gsub('>50K', 'greater_than_50K', training_set2$income)

testing_set2 <- testing_set
testing_set2$income <- gsub('<=50K', 'less_than_50K', testing_set2$income)
testing_set2$income <- gsub('>50K', 'greater_than_50K', testing_set2$income)

levels(training_set2$income)
## NULL
fitControl<-trainControl(method="repeatedcv",number=2,repeats=1,classProbs=TRUE, summaryFunction=mnLogLoss)
set.seed(1234)

# Convert 'income' to a factor
training_set2$income <- factor(training_set2$income, levels = c('greater_than_50K', 'less_than_50K'))
testing_set2$income <- factor(testing_set2$income, levels = c('greater_than_50K', 'less_than_50K'))



# Fit a logistic regression model
logreg_model <- train(income ~ ., data = training_set2,
                      method = "lda",
                      trControl = fitControl,
                      metric = "logLoss")

# Compute predicted probabilities on the training data
logreg_predictions <- predict(logreg_model, testing_set2, type = "prob")[, 'less_than_50K']


threshold <- 0.78
# Create factor predictions based on a threshold
logreg_preds <- factor(ifelse(logreg_predictions > threshold, 'less_than_50K', 'greater_than_50K' ),
                       levels = c( 'less_than_50K', 'greater_than_50K' ))

# Get the confusion matrix
confusionMatrix(data = logreg_preds, reference = testing_set2$income)
## Warning in confusionMatrix.default(data = logreg_preds, reference =
## testing_set2$income): Levels are not in the same order for reference and data.
## Refactoring data to match.
## Confusion Matrix and Statistics
## 
##                   Reference
## Prediction         greater_than_50K less_than_50K
##   greater_than_50K             1285           967
##   less_than_50K                 318          3942
##                                           
##                Accuracy : 0.8027          
##                  95% CI : (0.7928, 0.8123)
##     No Information Rate : 0.7538          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.5321          
##                                           
##  Mcnemar's Test P-Value : < 2.2e-16       
##                                           
##             Sensitivity : 0.8016          
##             Specificity : 0.8030          
##          Pos Pred Value : 0.5706          
##          Neg Pred Value : 0.9254          
##              Prevalence : 0.2462          
##          Detection Rate : 0.1973          
##    Detection Prevalence : 0.3458          
##       Balanced Accuracy : 0.8023          
##                                           
##        'Positive' Class : greater_than_50K
## 
library(ROCR)

roc_obj <- roc(testing_set2$income, logreg_predictions)
## Setting levels: control = greater_than_50K, case = less_than_50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

cat("AUROC:", auroc, "\n")
## AUROC: 0.8892327

Non-Parametric Model testing.

feedforward neural network (NN) with one hidden layer

set.seed(1234)
library(nnet)
library(NeuralNetTools)

# run the model
nn1 <- nnet(income ~ ., data = training_set_out, size = 20, maxit = 500)
## # weights:  901
## initial  value 19604.189782 
## iter  10 value 13357.648762
## iter  20 value 11557.935422
## iter  30 value 10131.942016
## iter  40 value 9019.460175
## iter  50 value 8528.097306
## iter  60 value 8386.714380
## iter  70 value 8337.926795
## iter  80 value 8306.239067
## iter  90 value 8278.503722
## iter 100 value 8259.515862
## iter 110 value 8242.411324
## iter 120 value 8231.132079
## iter 130 value 8210.957218
## iter 140 value 8186.225059
## iter 150 value 8162.874098
## iter 160 value 8150.162721
## iter 170 value 8137.410375
## iter 180 value 8126.742708
## iter 190 value 8118.125448
## iter 200 value 8108.764935
## iter 210 value 8099.260675
## iter 220 value 8092.653310
## iter 230 value 8089.059527
## iter 240 value 8085.221174
## iter 250 value 8083.237199
## iter 260 value 8082.769732
## iter 270 value 8080.201619
## iter 280 value 8074.789645
## iter 290 value 8063.672980
## iter 300 value 8052.508294
## iter 310 value 8040.911666
## iter 320 value 8035.377457
## iter 330 value 8032.855583
## iter 340 value 8028.986579
## iter 350 value 8025.384613
## iter 360 value 8016.691497
## iter 370 value 8002.756837
## iter 380 value 7986.967180
## iter 390 value 7972.078772
## iter 400 value 7963.213519
## iter 410 value 7958.714573
## iter 420 value 7951.217794
## iter 430 value 7943.983421
## iter 440 value 7935.630980
## iter 450 value 7928.035952
## iter 460 value 7919.013449
## iter 470 value 7912.956226
## iter 480 value 7911.202108
## iter 490 value 7910.393873
## iter 500 value 7910.255076
## final  value 7910.255076 
## stopped after 500 iterations
# summary(nn1)

# predict against the test set
nn1.pred <- predict(nn1, newdata = testing_set_out, type = 'raw')

pred1 <- rep('<=50K', length(nn1.pred))
pred1[nn1.pred>=.28] <- '>50K' # Threshold set here

# Create a neural network graph
plotnet(nn1, y_names = "IncomeLevel")
title("Graphical Representation of our Neural Network")

# Feature selection
garson(nn1)

garson(nn1, bar_plot = FALSE)
##                              rel_imp
## age                       0.12594893
## workclassFedGov           0.02103787
## workclassLocGov           0.01811952
## workclassNeverWorked      0.01219468
## workclassPrivate          0.02411676
## workclassSelfEmpInc       0.01857498
## workclassSelfEmpNotInc    0.02357053
## workclassStateGov         0.02099908
## education_levelhighsch    0.02388856
## education_levelmaster     0.01379057
## education_levelno_edu     0.01111695
## education_levelphd        0.04842593
## education_levelprimary    0.02271320
## education_levelsecondary  0.02112911
## education_levelundergrad  0.01480231
## years_education           0.03656497
## marital_statusmarried     0.01902732
## marital_statusnotmarried  0.02059352
## marital_statuswidowed     0.02667844
## occupationclerical        0.01212180
## occupationhighskill       0.02088536
## occupationlowskill        0.01959879
## occupationmidskill        0.01376082
## occupationother           0.02531383
## household_rolewife        0.01968115
## household_roletenant      0.03353819
## household_rolesingle_occ  0.01783887
## household_rolerelative    0.01627598
## household_roledepchild    0.03058552
## racewhite                 0.02862472
## raceblack                 0.01685631
## racenative                0.01420389
## raceAsian_Pac_Islander    0.01686547
## gendermale                0.01114159
## hours_per_week            0.06488610
## native_regionEAsia        0.01554558
## native_regionEurope       0.01076618
## native_regionNorthAmerica 0.01731550
## native_regionSAsia        0.01771167
## native_regionSouthAmerica 0.01069752
## native_regionUSTerritory  0.01423382
## capital_gain_log          0.01213278
## capital_loss_log          0.01612532
# confusion matrix 
tb1 <- table(pred1, testing_set_out$income)
tb1
##        
## pred1   <=50K >50K
##   <=50K  3996  297
##   >50K    891 1325
# Model accuracy - overall correctness
accuracy <- mean(pred1==testing_set_out$income)

# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb1[2, 2] / (tb1[2, 2] + tb1[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb1[1, 1] / (tb1[1, 1] + tb1[2, 1])

# Calculate Prevalence - percentage of the positive term in the dataset
prevalence <- (tb1[1, 2] + tb1[2, 2]) / sum(tb1)

# Calculate PPV (Positive Predictive Value)
ppv <- tb1[2, 2] / (tb1[2, 2] + tb1[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb1[1, 1] / (tb1[1, 1] + tb1[1, 2])

# Calculate AUROC
roc_obj <- roc(testing_set_out$income, nn1.pred)
## Setting levels: control = <=50K, case = >50K
## Warning in roc.default(testing_set_out$income, nn1.pred): Deprecated use a
## matrix as predictor. Unexpected results may be produced, please pass a numeric
## vector.
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("accuracy:", accuracy, "\n")
## accuracy: 0.8174835
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8168927
cat("Specificity:", specificity, "\n")
## Specificity: 0.8176796
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv, "\n")
## PPV: 0.5979242
cat("NPV:", npv, "\n")
## NPV: 0.9308176
cat("AUROC:", auroc, "\n")
## AUROC: 0.901

Classification and Regression Trees (CART) model is obtained by recursively partitioning the data space and fitting a simple prediction model within each partition. * It evaluates all possible splits and selects the one that best reduces impurity (e.g., Gini impurity for classification or residual reduction for regression). * To prevent overfitting, pruning techniques are applied to remove nodes that contribute little to model accuracy.

library(rpart)
library(rpart.plot)

new_formula2 <- as.formula(income ~ +age + years_education + capital_gain_log + capital_loss_log +
                             marital_status+ occupation + household_role + gender + hours_per_week)

set.seed(1234)
# Build the decision tree model # cp is the complexity tradeoff - smaller is better
tree2 <- rpart(new_formula2, data = training_set_out, method = 'class', cp = 1e-20) 

# Plot the decision tree 
rpart.plot(tree2, fallen.leaves = FALSE, tweak = 1.1, varlen = 4, faclen = 4)
## Warning: labs do not fit even at cex 0.15, there may be some overplotting

rpart.plot(tree2)
## Warning: labs do not fit even at cex 0.15, there may be some overplotting

# Predict class probabilities
tree2.pred.prob <- predict(tree2, newdata = testing_set_out, type = 'prob')

# Apply threshold to get predicted classes
threshold <- 0.22
tree2.pred <- ifelse(tree2.pred.prob[, ">50K"] > threshold, ">50K", "<=50K")

# Confusion matrix
tb2 <- table(tree2.pred, testing_set_out$income)
tb2
##           
## tree2.pred <=50K >50K
##      <=50K  3991  252
##      >50K    896 1370
# Model accuracy
accuracy <- mean(tree2.pred == testing_set_out$income)

# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb2[2, 2] / (tb2[2, 2] + tb2[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb2[1, 1] / (tb2[1, 1] + tb2[2, 1])

# Calculate Prevalence
prevalence <- (tb2[1, 2] + tb2[2, 2]) / sum(tb2)

# Calculate PPV (Positive Predictive Value)
ppv <- tb2[2, 2] / (tb2[2, 2] + tb2[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb2[1, 1] / (tb2[1, 1] + tb2[1, 2])

# Assuming the positive class is '>50K'
positive_class_probs <- tree2.pred.prob[, ">50K"]

# Calculate AUROC using the vector of probabilities for the positive class
roc_obj <- roc(testing_set_out$income, positive_class_probs)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("Accuracy:", accuracy, "\n")
## Accuracy: 0.8236288
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8446363
cat("Specificity:", specificity, "\n")
## Specificity: 0.8166564
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv, "\n")
## PPV: 0.6045896
cat("NPV:", npv, "\n")
## NPV: 0.9406081
cat("AUROC:", auroc, "\n")
## AUROC: 0.9040478

Classification and Regression Trees (CART)

Source: https://carpentries-incubator.github.io/r-ml-tabular-data/04-Decision-Forests/index.html

set.seed(1234)
library(rpart)
# install.packages("rpart.plot")
library(rpart.plot)

# create a decision tree model
rwtree <- rpart(new_formula2, data = training_set_out, method = "class", cp = 1e-10) # CP Complexity- lower is more complex
rpart.plot(rwtree)
## Warning: labs do not fit even at cex 0.15, there may be some overplotting

# summary(rwtree)

# Predict class probabilities
rwtree.pred.prob <- predict(rwtree, newdata = testing_set_out, type = 'prob')

# Apply threshold to get predicted classes
threshold <- 0.22
rwtree.pred <- ifelse(rwtree.pred.prob[, ">50K"] > threshold, ">50K", "<=50K")

# Confusion matrix
tb5 <- table(rwtree.pred, testing_set_out$income)
tb5
##            
## rwtree.pred <=50K >50K
##       <=50K  3991  252
##       >50K    896 1370
rwtreeErrors <- rwtree.pred.prob - ifelse(testing_set_out$income == ">50K", 1, 0)
rwtreeRMSE <- sqrt(mean(rwtreeErrors^2))



# Model accuracy
accuracy <- mean(rwtree.pred == testing_set_out$income)

# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb5[2, 2] / (tb5[2, 2] + tb5[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb5[1, 1] / (tb5[1, 1] + tb5[2, 1])

# Calculate Prevalence
prevalence <- (tb5[1, 2] + tb5[2, 2]) / sum(tb5)

# Calculate PPV (Positive Predictive Value)
ppv <- tb5[2, 2] / (tb5[2, 2] + tb5[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb5[1, 1] / (tb5[1, 1] + tb5[1, 2])

# Assuming the positive class is '>50K'
positive_class_probs <- rwtree.pred.prob[, ">50K"]

# Calculate AUROC using the vector of probabilities for the positive class
roc_obj <- roc(testing_set_out$income, positive_class_probs)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("Accuracy:", accuracy, "\n")
## Accuracy: 0.8236288
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8446363
cat("Specificity:", specificity, "\n")
## Specificity: 0.8166564
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv, "\n")
## PPV: 0.6045896
cat("NPV:", npv, "\n")
## NPV: 0.9406081
cat("AUROC:", auroc, "\n")
## AUROC: 0.9040478
cat("RMSE:", rwtreeRMSE, "\n")
## RMSE: 0.6436333

Random forest (RF) improves predictive accuracy by generating a large number of bootstrapped trees.

Sources: https://carpentries-incubator.github.io/r-ml-tabular-data/04-Decision-Forests/index.html

set.seed(1234)
library(randomForest)
## randomForest 4.7-1.1
## Type rfNews() to see new features/changes/bug fixes.
## 
## Attaching package: 'randomForest'
## The following object is masked from 'package:dplyr':
## 
##     combine
## The following object is masked from 'package:ggplot2':
## 
##     margin
# Train the random forest model
rf3t <- randomForest(income ~ ., data = training_set_out, ntree = 300, keep.forest=TRUE, importance=TRUE,test=testing_set_out$income)
rf3t
## 
## Call:
##  randomForest(formula = income ~ ., data = training_set_out, ntree = 300,      keep.forest = TRUE, importance = TRUE, test = testing_set_out$income) 
##                Type of random forest: classification
##                      Number of trees: 300
## No. of variables tried at each split: 3
## 
##         OOB estimate of  error rate: 13.29%
## Confusion matrix:
##       <=50K >50K class.error
## <=50K 18670 1164   0.0586871
## >50K   2296 3908   0.3700838
plot(rf3t)

# Visually check variable importance.
importance(rf3t)
##                       <=50K       >50K MeanDecreaseAccuracy MeanDecreaseGini
## age                3.210170  75.223704            64.794813        887.91532
## workclass         30.129097  14.777020            36.316584        302.91282
## education_level   13.311274  23.637330            23.757605        481.80628
## years_education   16.841759  19.349687            28.842830        592.88945
## marital_status     7.122960  19.405890            31.343596        789.41471
## occupation         8.156144  79.763747            70.268402        489.54197
## household_role     7.199914  82.646946            36.246245        947.50828
## race               8.255063   9.383508            13.393072        119.72564
## gender            14.023378   7.979982            23.217124         99.88164
## hours_per_week     4.372741  44.535055            41.596057        530.63468
## native_region      9.775015  -2.721376             6.264715        116.34315
## capital_gain_log 120.685600 164.993010           162.828528        993.68817
## capital_loss_log  49.129691  74.100736            75.119828        293.56159
varImpPlot(rf3t)

# Predict class probabilities
rf3t.pred.prob <- predict(rf3t, newdata = testing_set_out, type = 'prob')

# Apply threshold to get predicted classes
threshold <- 0.2
rf3t.pred <- ifelse(rf3t.pred.prob[, ">50K"] > threshold, ">50K", "<=50K")

# Confusion matrix
tb3t <- table(rf3t.pred, testing_set_out$income)
tb3t
##          
## rf3t.pred <=50K >50K
##     <=50K  4128  323
##     >50K    759 1299
# Get the RMSE -not sure how useful this is because it is categorical
rfErrors <- rf3t.pred.prob - ifelse(testing_set_out$income == ">50K", 1, 0)
rfRMSE <- sqrt(mean(rfErrors^2))
rfRMSE
## [1] 0.6598331
# Model accuracy
accuracy <- mean(rf3t.pred == testing_set_out$income)

# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb3t[2, 2] / (tb3t[2, 2] + tb3t[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb3t[1, 1] / (tb3t[1, 1] + tb3t[2, 1])

# Calculate Prevalence
prevalence <- (tb3t[1, 2] + tb3t[2, 2]) / sum(tb3t)

# Calculate PPV (Positive Predictive Value)
ppv <- tb3t[2, 2] / (tb3t[2, 2] + tb3t[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb3t[1, 1] / (tb3t[1, 1] + tb3t[1, 2])

# Assuming the positive class is '>50K'
positive_class_probs <- rf3t.pred.prob[, ">50K"]

# Calculate AUROC using the vector of probabilities for the positive class
roc_obj <- roc(testing_set_out$income, positive_class_probs)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("Accuracy:", accuracy, "\n")
## Accuracy: 0.8337686
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8008631
cat("Specificity:", specificity, "\n")
## Specificity: 0.84469
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv, "\n")
## PPV: 0.6311953
cat("NPV:", npv, "\n")
## NPV: 0.927432
cat("AUROC:", auroc, "\n")
## AUROC: 0.9016705
cat("RMSE:", rfRMSE, "\n")
## RMSE: 0.6598331

Random Forest reduced model

set.seed(1234)
cat("\n---------------reduced model-------------\n")
## 
## ---------------reduced model-------------
new_formula2 <- as.formula(income ~ +age + years_education + capital_gain_log + capital_loss_log +
                             marital_status+ occupation + household_role + hours_per_week)

# Train the reduced random forest model
rf3 <- randomForest(new_formula2, data = training_set_out, ntree = 300)
rf3
## 
## Call:
##  randomForest(formula = new_formula2, data = training_set_out,      ntree = 300) 
##                Type of random forest: classification
##                      Number of trees: 300
## No. of variables tried at each split: 2
## 
##         OOB estimate of  error rate: 13.3%
## Confusion matrix:
##       <=50K >50K class.error
## <=50K 18777 1057  0.05329233
## >50K   2407 3797  0.38797550
plot(rf3)

# Visually check variable importance.
importance(rf3)
##                  MeanDecreaseGini
## age                      664.5262
## years_education          822.9584
## capital_gain_log        1041.3301
## capital_loss_log         300.5223
## marital_status           665.2560
## occupation               567.3563
## household_role          1082.5898
## hours_per_week           425.7741
varImpPlot(rf3)

# Predict class probabilities
rf3.pred.prob <- predict(rf3, newdata = testing_set_out, type = 'prob')

# Apply threshold to get predicted classes
threshold <- 0.13
rf3.pred <- ifelse(rf3.pred.prob[, ">50K"] > threshold, ">50K", "<=50K")

# Confusion matrix
tb3 <- table(rf3.pred, testing_set_out$income)
tb3
##         
## rf3.pred <=50K >50K
##    <=50K  4057  302
##    >50K    830 1320
# Get the RMSE -not sure how useful this is because it is categorical
rfErrors <- rf3.pred.prob - ifelse(testing_set_out$income == ">50K", 1, 0)
rfRMSE <- sqrt(mean(rfErrors^2))

# Model accuracy
accuracy <- mean(rf3.pred == testing_set_out$income)

# Calculate Sensitivity (True Positive Rate)
sensitivity <- tb3[2, 2] / (tb3[2, 2] + tb3[1, 2])

# Calculate Specificity (True Negative Rate)
specificity <- tb3[1, 1] / (tb3[1, 1] + tb3[2, 1])

# Calculate Prevalence
prevalence <- (tb3[1, 2] + tb3[2, 2]) / sum(tb3)

# Calculate PPV (Positive Predictive Value)
ppv <- tb3[2, 2] / (tb3[2, 2] + tb3[2, 1])

# Calculate NPV (Negative Predictive Value)
npv <- tb3[1, 1] / (tb3[1, 1] + tb3[1, 2])

# Assuming the positive class is '>50K'
positive_class_probs <- rf3.pred.prob[, ">50K"]

# Calculate AUROC using the vector of probabilities for the positive class
roc_obj <- roc(testing_set_out$income, positive_class_probs)
## Setting levels: control = <=50K, case = >50K
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("Accuracy:", accuracy, "\n")
## Accuracy: 0.826087
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.8138101
cat("Specificity:", specificity, "\n")
## Specificity: 0.8301617
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv, "\n")
## PPV: 0.6139535
cat("NPV:", npv, "\n")
## NPV: 0.9307181
cat("AUROC:", auroc, "\n")
## AUROC: 0.8953958
cat("RMSE:", rfRMSE, "\n")
## RMSE: 0.6701497

Support vector machine (SVM) to predict the income level

library(kernlab)
## 
## Attaching package: 'kernlab'
## The following object is masked from 'package:purrr':
## 
##     cross
## The following object is masked from 'package:ggplot2':
## 
##     alpha
library(caret)

set.seed(1234)
# Train the SVM model
svm4 <- ksvm(income ~ ., data = training_set_out, )

# Get decision values
svm4.pred.prob <- predict(svm4, newdata = testing_set_out, type = 'decision')

# Apply threshold to decision values to get predicted classes
threshold <- -.9 # Adjust this threshold (not normal for SVM)
svm4.pred <- ifelse(svm4.pred.prob > threshold, ">50K", "<=50K")


# Confusion matrix
tb4 <- table(svm4.pred, testing_set_out$income)
tb4
##          
## svm4.pred <=50K >50K
##     <=50K  4144  351
##     >50K    743 1271
# Calculate accuracy and other metrics
accuracy <- mean(svm4.pred == testing_set_out$income)
sensitivity <- tb4[2, 2] / (tb4[2, 2] + tb4[1, 2])
specificity <- tb4[1, 1] / (tb4[1, 1] + tb4[2, 1])
prevalence <- (tb4[1, 2] + tb4[2, 2]) / sum(tb4)
ppv <- tb4[2, 2] / (tb4[2, 2] + tb4[2, 1])
npv <- tb4[1, 1] / (tb4[1, 1] + tb4[1, 2])

# Calculate AUROC using the decision values
roc_obj <- roc(testing_set_out$income, svm4.pred.prob)
## Setting levels: control = <=50K, case = >50K
## Warning in roc.default(testing_set_out$income, svm4.pred.prob): Deprecated use
## a matrix as predictor. Unexpected results may be produced, please pass a
## numeric vector.
## Setting direction: controls < cases
auroc <- auc(roc_obj)

# Print the metrics
cat("Accuracy:", accuracy, "\n")
## Accuracy: 0.831925
cat("Sensitivity:", sensitivity, "\n")
## Sensitivity: 0.7836005
cat("Specificity:", specificity, "\n")
## Specificity: 0.847964
cat("Prevalence:", prevalence, "\n")
## Prevalence: 0.2491934
cat("PPV:", ppv, "\n")
## PPV: 0.6310824
cat("NPV:", npv, "\n")
## NPV: 0.9219132
cat("AUROC:", auroc, "\n")
## AUROC: 0.8920914

ROC Curve

Sources: https://www.statology.org/interpret-roc-curve/

prob <- predict(model4, testing_set, type = 'response') # reduced
# create a prediction object
pr <- prediction(prob, testing_set$income)
prf <- performance(pr, measure = "tpr", x.measure = "fpr")

# create a data frame for TP and FP rates
dd <- data.frame(FP = prf@x.values[[1]], TP = prf@y.values[[1]])

# complex LR
prob5 <- predict(model6, testing_set_LR, type = 'response') #interactions
# create a prediction object
pr5 <- prediction(prob5, testing_set_LR$income)
prf5 <- performance(pr5, measure = "tpr", x.measure = "fpr")

# create a data frame for TP and FP rates
dd5 <- data.frame(FP = prf5@x.values[[1]], TP = prf5@y.values[[1]])

# NN
pr1 <- prediction(nn1.pred, testing_set_out$income)
prf1 <- performance(pr1, measure = "tpr", x.measure = "fpr")
dd1 <- data.frame(FP = prf1@x.values[[1]], TP = prf1@y.values[[1]])

# CART
pr2 <- prediction(tree2.pred.prob[,2], testing_set_out$income)
prf2 <- performance(pr2, measure = "tpr", x.measure = "fpr")
dd2 <- data.frame(FP = prf2@x.values[[1]], TP = prf2@y.values[[1]])

# RF
pr3 <- prediction(rf3.pred.prob[,2], testing_set_out$income)
prf3 <- performance(pr3, measure = "tpr", x.measure = "fpr")
dd3 <- data.frame(FP = prf3@x.values[[1]], TP = prf3@y.values[[1]])

# SVM
pr4 <- prediction(svm4.pred.prob, testing_set_out$income)
prf4 <- performance(pr4, measure = "tpr", x.measure = "fpr")
dd4 <- data.frame(FP = prf4@x.values[[1]], TP = prf4@y.values[[1]])

# Create a prediction object for the lda model (logreg_predictions)
pr6 <- prediction(logreg_predictions, testing_set2$income)

# Calculate the True Positive Rate (TPR) and False Positive Rate (FPR)
prf6 <- performance(pr6, measure = "tpr", x.measure = "fpr")
dd6 <- data.frame(FP = prf6@x.values[[1]], TP = prf6@y.values[[1]])



# plot ROC curve for logistic regression
g <- ggplot() + 
  geom_line(data = dd, aes(x = FP, y = TP, color = 'Logistic Regression')) + 
  geom_line(data = dd5, aes(x = FP, y = TP, color = 'Complex Logistic Regression')) + 
  geom_line(data = dd1, aes(x = FP, y = TP, color = 'Neural Networks')) + 
  geom_line(data = dd2, aes(x = FP, y = TP, color = 'CART')) + 
  geom_line(data = dd3, aes(x = FP, y = TP, color = 'Random Forest')) +
  geom_line(data = dd4, aes(x = FP, y = TP, color = 'Support Vector Machine')) +
  geom_line(data = dd6, aes(x = FP, y = TP, color = 'Linear Discriminant Analysis')) +
  geom_segment(aes(x = 0, xend = 1, y = 0, yend = 1)) +
  ggtitle('ROC Curve') + 
  labs(x = 'False Positive Rate', y = 'True Positive Rate') 


g +  scale_colour_manual(name = 'Classifier', values = c('Logistic Regression'='#E69F00', 
                                                         'Complex Logistic Regression'='red',
                                               'Neural Networks'='blue', 'CART'='#009E73', 
                                               'Random Forest'='#D55E00', 'Support Vector Machine'='#0072B2',
                                               'Linear Discriminant Analysis' = 'green'))

# AUC
auc <- rbind(performance(pr, measure = 'auc')@y.values[[1]],
             performance(pr1, measure = 'auc')@y.values[[1]],
             performance(pr2, measure = 'auc')@y.values[[1]],
             performance(pr3, measure = 'auc')@y.values[[1]],
             performance(pr4, measure = 'auc')@y.values[[1]],
             performance(pr5, measure = 'auc')@y.values[[1]],
             performance(pr6, measure = 'auc')@y.values[[1]])
rownames(auc) <- (c('Logistic Regression', 'Neural Networks', 'CART',
                                    'Random Forest', 'Support Vector Machine', 
                    'Complex Logistic Regression', 'Linear Discriminant Analysis'))
colnames(auc) <- 'Area Under ROC Curve'
round(auc, 4)
##                              Area Under ROC Curve
## Logistic Regression                        0.8955
## Neural Networks                            0.9010
## CART                                       0.9040
## Random Forest                              0.8954
## Support Vector Machine                     0.8921
## Complex Logistic Regression                0.8880
## Linear Discriminant Analysis               0.8892

Appendix